chore: release v4.10.5

fix: preserve MCP server ids with slashes
Fixes #2301
2026-07-18 10:26:07 +00:00 · 2026-07-03 00:59:53 +08:00 · 2026-07-03 00:17:29 +08:00 · 2026-07-02 17:22:33 +08:00 · 2026-07-02 16:53:50 +08:00 · 2026-07-02 16:53:50 +08:00
125 changed files with 9069 additions and 1109 deletions
@@ -5,7 +5,7 @@

 <div align="center">

-<a href="https://www.producthunt.com/products/langbot?utm_source=badge-follow&utm_medium=badge&utm_source=badge-langbot" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/follow.svg?product_id=1077185&theme=light" alt="LangBot - Production&#0045;grade&#0032;IM&#0032;bot&#0032;made&#0032;easy&#0046; | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a>
+<a href="https://www.producthunt.com/products/langbot/launches/langbot?embed=true&amp;utm_source=badge-featured&amp;utm_medium=badge&amp;utm_campaign=badge-langbot" target="_blank" rel="noopener noreferrer"><img alt="LangBot - Easy-to-use global IM bot platform designed for the LLM era | Product Hunt" width="250" height="54" src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=979554&amp;theme=light&amp;t=1782822143403"></a>

 <h3>Production-grade platform for building agentic IM bots.</h3>
 <h4>Quickly build, debug, and ship AI bots to Slack, Discord, Telegram, WeChat, and more.</h4>
@@ -136,7 +136,7 @@ docker compose --profile all up -d
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot)                             | GPU Platform | ✅     |
 | [ShengSuanYun](https://www.shengsuanyun.com/?from=CH_KYIPP758)                                                    | GPU Platform | ✅     |
 | [接口 AI](https://jiekou.ai/)                                                                                     | Gateway      | ✅     |
-| [302.AI](https://share.302.ai/SuTG99)                                                                             | Gateway      | ✅     |
+| [302.AI](https://share.302ai.cn/SuTG99)                                                                             | Gateway      | ✅     |
 | [Qiniu](https://www.qiniu.com/ai/agent)                                                                           | Gateway      | ✅     |

 [→ View all integrations](https://link.langbot.app/en/docs/features)
@@ -136,7 +136,7 @@ docker compose --profile all up -d
 | [优云智算](https://www.compshare.cn/?ytag=GPU_YY-gh_langbot) | GPU 平台 | ✅ |
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | GPU 平台 | ✅ |
 | [接口 AI](https://jiekou.ai/) | 聚合平台 | ✅ |
-| [302.AI](https://share.302.ai/SuTG99) | 聚合平台 | ✅ |
+| [302.AI](https://share.302ai.cn/SuTG99) | 聚合平台 | ✅ |
 | [小马算力](https://www.tokenpony.cn/453z1) | 聚合平台 | ✅ |
 | [百宝箱Tbox](https://www.tbox.cn/open) | 智能体平台 | ✅ |
 | [七牛云Qiniu](https://www.qiniu.com/ai/agent) | 聚合平台 | ✅ |
@@ -5,7 +5,7 @@

 <div align="center">

-<a href="https://www.producthunt.com/products/langbot?utm_source=badge-follow&utm_medium=badge&utm_source=badge-langbot" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/follow.svg?product_id=1077185&theme=light" alt="LangBot - Production&#0045;grade&#0032;IM&#0032;bot&#0032;made&#0032;easy&#0046; | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a>
+<a href="https://www.producthunt.com/products/langbot/launches/langbot?embed=true&amp;utm_source=badge-featured&amp;utm_medium=badge&amp;utm_campaign=badge-langbot" target="_blank" rel="noopener noreferrer"><img alt="LangBot - Easy-to-use global IM bot platform designed for the LLM era | Product Hunt" width="250" height="54" src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=979554&amp;theme=light&amp;t=1782822143403"></a>

 <h3>Plataforma de grado de producción para construir bots de mensajería instantánea con agentes de IA.</h3>
 <h4>Construya, depure y despliegue bots de IA rápidamente en Slack, Discord, Telegram, WeChat y más.</h4>
@@ -135,7 +135,7 @@ docker compose --profile all up -d
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | Plataforma GPU | ✅ |
 | [ShengSuanYun](https://www.shengsuanyun.com/?from=CH_KYIPP758) | Plataforma GPU | ✅ |
 | [接口 AI](https://jiekou.ai/) | Pasarela | ✅ |
-| [302.AI](https://share.302.ai/SuTG99) | Pasarela | ✅ |
+| [302.AI](https://share.302ai.cn/SuTG99) | Pasarela | ✅ |
 | [Qiniu](https://www.qiniu.com/ai/agent) | Pasarela | ✅ |

 [→ Ver todas las integraciones](https://link.langbot.app/en/docs/features)
@@ -5,7 +5,7 @@

 <div align="center">

-<a href="https://www.producthunt.com/products/langbot?utm_source=badge-follow&utm_medium=badge&utm_source=badge-langbot" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/follow.svg?product_id=1077185&theme=light" alt="LangBot - Production&#0045;grade&#0032;IM&#0032;bot&#0032;made&#0032;easy&#0046; | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a>
+<a href="https://www.producthunt.com/products/langbot/launches/langbot?embed=true&amp;utm_source=badge-featured&amp;utm_medium=badge&amp;utm_campaign=badge-langbot" target="_blank" rel="noopener noreferrer"><img alt="LangBot - Easy-to-use global IM bot platform designed for the LLM era | Product Hunt" width="250" height="54" src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=979554&amp;theme=light&amp;t=1782822143403"></a>

 <h3>Plateforme de niveau production pour construire des bots de messagerie instantanée avec agents IA.</h3>
 <h4>Créez, déboguez et déployez rapidement des bots IA sur Slack, Discord, Telegram, WeChat et plus.</h4>
@@ -132,7 +132,7 @@ docker compose --profile all up -d
 | [ModelScope](https://modelscope.cn/docs/model-service/API-Inference/intro) | Passerelle | ✅ |
 | [GiteeAI](https://ai.gitee.com/) | Passerelle | ✅ |
 | [接口 AI](https://jiekou.ai/) | Passerelle | ✅ |
-| [302.AI](https://share.302.ai/SuTG99) | Passerelle | ✅ |
+| [302.AI](https://share.302ai.cn/SuTG99) | Passerelle | ✅ |
 | [CompShare](https://www.compshare.cn/?ytag=GPU_YY-gh_langbot) | Plateforme GPU | ✅ |
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | Plateforme GPU | ✅ |
 | [ShengSuanYun](https://www.shengsuanyun.com/?from=CH_KYIPP758) | Plateforme GPU | ✅ |
@@ -5,7 +5,7 @@

 <div align="center">

-<a href="https://www.producthunt.com/products/langbot?utm_source=badge-follow&utm_medium=badge&utm_source=badge-langbot" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/follow.svg?product_id=1077185&theme=light" alt="LangBot - Production&#0045;grade&#0032;IM&#0032;bot&#0032;made&#0032;easy&#0046; | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a>
+<a href="https://www.producthunt.com/products/langbot/launches/langbot?embed=true&amp;utm_source=badge-featured&amp;utm_medium=badge&amp;utm_campaign=badge-langbot" target="_blank" rel="noopener noreferrer"><img alt="LangBot - Easy-to-use global IM bot platform designed for the LLM era | Product Hunt" width="250" height="54" src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=979554&amp;theme=light&amp;t=1782822143403"></a>

 <h3>AIエージェント搭載IMボットを構築するための本番グレードプラットフォーム。</h3>
 <h4>Slack、Discord、Telegram、WeChat などに AI ボットを素早く構築、デバッグ、デプロイ。</h4>
@@ -135,7 +135,7 @@ docker compose --profile all up -d
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | GPUプラットフォーム | ✅ |
 | [ShengSuanYun](https://www.shengsuanyun.com/?from=CH_KYIPP758) | GPUプラットフォーム | ✅ |
 | [接口 AI](https://jiekou.ai/) | ゲートウェイ | ✅ |
-| [302.AI](https://share.302.ai/SuTG99) | ゲートウェイ | ✅ |
+| [302.AI](https://share.302ai.cn/SuTG99) | ゲートウェイ | ✅ |
 | [Qiniu](https://www.qiniu.com/ai/agent) | ゲートウェイ | ✅ |

 [→ すべての統合を表示](https://link.langbot.app/en/docs/features)
@@ -5,7 +5,7 @@

 <div align="center">

-<a href="https://www.producthunt.com/products/langbot?utm_source=badge-follow&utm_medium=badge&utm_source=badge-langbot" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/follow.svg?product_id=1077185&theme=light" alt="LangBot - Production&#0045;grade&#0032;IM&#0032;bot&#0032;made&#0032;easy&#0046; | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a>
+<a href="https://www.producthunt.com/products/langbot/launches/langbot?embed=true&amp;utm_source=badge-featured&amp;utm_medium=badge&amp;utm_campaign=badge-langbot" target="_blank" rel="noopener noreferrer"><img alt="LangBot - Easy-to-use global IM bot platform designed for the LLM era | Product Hunt" width="250" height="54" src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=979554&amp;theme=light&amp;t=1782822143403"></a>

 <h3>AI 에이전트 IM 봇 구축을 위한 프로덕션 등급 플랫폼.</h3>
 <h4>Slack, Discord, Telegram, WeChat 등에 AI 봇을 빠르게 구축, 디버그 및 배포.</h4>
@@ -135,7 +135,7 @@ docker compose --profile all up -d
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | GPU 플랫폼 | ✅ |
 | [ShengSuanYun](https://www.shengsuanyun.com/?from=CH_KYIPP758) | GPU 플랫폼 | ✅ |
 | [接口 AI](https://jiekou.ai/) | 게이트웨이 | ✅ |
-| [302.AI](https://share.302.ai/SuTG99) | 게이트웨이 | ✅ |
+| [302.AI](https://share.302ai.cn/SuTG99) | 게이트웨이 | ✅ |
 | [Qiniu](https://www.qiniu.com/ai/agent) | 게이트웨이 | ✅ |

 [→ 모든 통합 보기](https://link.langbot.app/en/docs/features)
@@ -5,7 +5,7 @@

 <div align="center">

-<a href="https://www.producthunt.com/products/langbot?utm_source=badge-follow&utm_medium=badge&utm_source=badge-langbot" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/follow.svg?product_id=1077185&theme=light" alt="LangBot - Production&#0045;grade&#0032;IM&#0032;bot&#0032;made&#0032;easy&#0046; | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a>
+<a href="https://www.producthunt.com/products/langbot/launches/langbot?embed=true&amp;utm_source=badge-featured&amp;utm_medium=badge&amp;utm_campaign=badge-langbot" target="_blank" rel="noopener noreferrer"><img alt="LangBot - Easy-to-use global IM bot platform designed for the LLM era | Product Hunt" width="250" height="54" src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=979554&amp;theme=light&amp;t=1782822143403"></a>

 <h3>Платформа производственного уровня для создания агентных IM-ботов.</h3>
 <h4>Быстро создавайте, отлаживайте и развертывайте ИИ-ботов в Slack, Discord, Telegram, WeChat и других платформах.</h4>
@@ -131,7 +131,7 @@ docker compose --profile all up -d
 | [Volc Engine Ark](https://console.volcengine.com/ark/region:ark+cn-beijing/model?vendor=Bytedance&view=LIST_VIEW) | Шлюз | ✅ |
 | [ModelScope](https://modelscope.cn/docs/model-service/API-Inference/intro) | Шлюз | ✅ |
 | [GiteeAI](https://ai.gitee.com/) | Шлюз | ✅ |
-| [302.AI](https://share.302.ai/SuTG99) | Шлюз | ✅ |
+| [302.AI](https://share.302ai.cn/SuTG99) | Шлюз | ✅ |
 | [接口 AI](https://jiekou.ai/) | Шлюз | ✅ |
 | [CompShare](https://www.compshare.cn/?ytag=GPU_YY-gh_langbot) | Платформа GPU | ✅ |
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | Платформа GPU | ✅ |
@@ -137,7 +137,7 @@ docker compose --profile all up -d
 | [優雲智算](https://www.compshare.cn/?ytag=GPU_YY-gh_langbot) | GPU 平台 | ✅ |
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | GPU 平台 | ✅ |
 | [接口 AI](https://jiekou.ai/) | 聚合平台 | ✅ |
-| [302.AI](https://share.302.ai/SuTG99) | 聚合平台 | ✅ |
+| [302.AI](https://share.302ai.cn/SuTG99) | 聚合平台 | ✅ |
 | [Qiniu](https://www.qiniu.com/ai/agent) | 聚合平台 | ✅ |

 ### TTS（語音合成）
@@ -5,7 +5,7 @@

 <div align="center">

-<a href="https://www.producthunt.com/products/langbot?utm_source=badge-follow&utm_medium=badge&utm_source=badge-langbot" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/follow.svg?product_id=1077185&theme=light" alt="LangBot - Production&#0045;grade&#0032;IM&#0032;bot&#0032;made&#0032;easy&#0046; | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a>
+<a href="https://www.producthunt.com/products/langbot/launches/langbot?embed=true&amp;utm_source=badge-featured&amp;utm_medium=badge&amp;utm_campaign=badge-langbot" target="_blank" rel="noopener noreferrer"><img alt="LangBot - Easy-to-use global IM bot platform designed for the LLM era | Product Hunt" width="250" height="54" src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=979554&amp;theme=light&amp;t=1782822143403"></a>

 <h3>Nền tảng cấp sản xuất để xây dựng bot IM với AI agent.</h3>
 <h4>Xây dựng, gỡ lỗi và triển khai bot AI nhanh chóng trên Slack, Discord, Telegram, WeChat và nhiều nền tảng khác.</h4>
@@ -135,7 +135,7 @@ docker compose --profile all up -d
 | [PPIO](https://ppinfra.com/user/register?invited_by=QJKFYD&utm_source=github_langbot) | Nền tảng GPU | ✅ |
 | [ShengSuanYun](https://www.shengsuanyun.com/?from=CH_KYIPP758) | Nền tảng GPU | ✅ |
 | [接口 AI](https://jiekou.ai/) | Cổng | ✅ |
-| [302.AI](https://share.302.ai/SuTG99) | Cổng | ✅ |
+| [302.AI](https://share.302ai.cn/SuTG99) | Cổng | ✅ |
 | [Qiniu](https://www.qiniu.com/ai/agent) | Cổng | ✅ |

 [→ Xem tất cả tích hợp](https://link.langbot.app/en/docs/features)
@@ -0,0 +1,196 @@
+# MCP Resources PR #2215 Review
+
+> 更新日期: 2026-06-29
+> 分支: `mcp_resources`
+> PR: langbot-app/LangBot#2215
+> 主题: MCP Resources 在 LangBot 中的产品价值、AgentRunner 集成方式与后续架构方向
+
+## 结论
+
+PR #2215 对 LangBot 有明确价值：它补齐了 MCP 协议中 Resources 这一重要能力，让 MCP server 不再只暴露 tools，也可以暴露文档、代码片段、配置、日志、图片等上下文资源。管理端可以发现和预览资源，Agent 也可以通过当前实现按需列出和读取资源。
+
+但当前 AgentRunner 层的接入方式更接近一个可用的第一阶段方案，而不是最终架构。现在 MCP Resources 被包装成两个 synthetic tools：
+
+- `langbot_mcp_list_resources`
+- `langbot_mcp_read_resource`
+
+这让模型可以通过 function calling 主动探索资源，落地成本低，也复用了已有 `ToolManager` / `LocalAgentRunner` 的工具调用链路。不过从 MCP 规范和主流实现来看，Resources 更适合作为一种一等上下文来源，而不是长期隐藏在工具列表里。
+
+建议保留当前 synthetic tools 作为探索能力，同时把后续主线设计调整为：MCP Resources 是 pipeline / conversation / message 级别可选择、可固定、可审计的上下文输入。
+
+## 当前实现判断
+
+当前 AgentRunner 集成路径如下：
+
+```text
+Pipeline 绑定 MCP server
+  -> query.variables['_pipeline_bound_mcp_servers']
+  -> Preproc 为 local-agent 加载工具
+  -> ToolManager.get_all_tools()
+  -> MCPLoader 注入 synthetic resource tools
+  -> LocalAgentRunner 将工具 schema 传给模型
+  -> 模型发起 list/read tool call
+  -> ToolManager.execute_func_call()
+  -> MCPLoader 调 MCP session.list_resources/read_resource
+  -> tool result 回灌给模型
+```
+
+这个路径的优点是：
+
+- 复用现有工具调用机制，改动范围小。
+- Agent 可以按需探索资源，不需要每轮预先读取所有资源。
+- 可以沿用 pipeline 绑定的 MCP server 范围，避免越权读取未绑定 server。
+- 对已有 MCP tools 行为影响较小。
+
+主要问题是：
+
+- Resources 在语义上被降级成 tools，和 MCP 规范里的 resource primitive 不完全一致。
+- 模型必须先理解并主动调用 `list/read`，资源不会自然成为上下文。
+- pipeline 不能配置“默认携带某些资源”或“本轮附加某些资源”。
+- UI 资源 tab 目前是管理端预览能力，和 Agent 上下文选择没有打通。
+- 对 blob、图片、大文件、结构化资源的处理还比较粗糙。
+- 缺少 resource templates、订阅更新、缓存、chunk、token budget、trace 与审计策略。
+
+## 主流项目做法
+
+### MCP 官方规范
+
+MCP Resources 是 server 暴露上下文数据的协议能力。规范没有要求 resources 必须以 tool call 形式给模型使用，而是把如何选择、过滤、读取和纳入上下文交给 Host application。
+
+这意味着比较正统的集成方式是：LangBot 作为 Host，在 pipeline、会话或消息层决定哪些 resources 进入模型上下文。
+
+参考: https://modelcontextprotocol.io/specification/2025-06-18/server/resources
+
+### VS Code Copilot
+
+VS Code 把 MCP Resources 做成 chat context 的一部分。用户可以通过 `Add Context > MCP Resources` 或命令浏览 MCP resources，并把选中的资源附加到一次 chat request。
+
+这是目前最值得 LangBot 参考的产品形态：资源不是模型工具，而是用户和 Host 可控的上下文附件。
+
+参考: https://code.visualstudio.com/docs/agent-customization/mcp-servers
+
+### Anthropic SDK
+
+Anthropic 的 client-side MCP helpers 提供资源读取和转换能力，例如把 MCP resource 转为 Claude message content 或 file。也就是说，应用先读取 resource，再显式放进模型消息。
+
+这同样是 application-owned context injection，而不是把 resource 伪装成模型工具。
+
+参考: https://platform.claude.com/docs/en/agents-and-tools/mcp-connector
+
+### LangChain MCP Adapters
+
+LangChain 把 MCP Resources 更像 data loader / document input 来处理，可以把资源加载成 `Blob`，再进入 LangChain 的文档、检索或上下文处理链路。
+
+这说明 Resources 很适合作为知识源、文档源或上下文源，而不只是即时工具调用。
+
+参考: https://docs.langchain.com/oss/python/langchain/mcp
+
+### OpenAI Agents SDK
+
+OpenAI Agents SDK 主路径仍偏向 MCP tools，但底层 MCP server API 已经有 `list_resources`、`list_resource_templates`、`read_resource` 等能力。当前形态说明 resources 是 client 能力，但并未默认变成 agent-visible tools。
+
+参考: https://openai.github.io/openai-agents-python/mcp/
+
+### Cline
+
+Cline 会拉取 MCP tools、resources、resourceTemplates、prompts，并通过类似 `access_mcp_resource` 的内置访问方式让模型读取资源。这个方向和 LangBot 当前 synthetic tools 比较接近。
+
+这种模式适合让 Agent 自主探索，但更像 Host 自定义的模型访问协议，不应成为唯一集成路径。
+
+参考: https://github.com/cline/cline/blob/main/src/services/mcp/McpHub.ts
+
+## 建议架构方向
+
+### 1. 保留探索型工具
+
+保留当前两个 synthetic tools：
+
+- `langbot_mcp_list_resources`
+- `langbot_mcp_read_resource`
+
+它们适合处理“用户没有显式选择资源，但 Agent 判断需要探索 MCP server 上下文”的场景。后续可以优化工具描述、返回格式、资源大小限制和错误信息。
+
+### 2. 增加一等 Resource Context
+
+新增一个 Host 层资源上下文概念，例如：
+
+```text
+PipelineResourceBinding
+ConversationResourceAttachment
+MessageResourceAttachment
+```
+
+Preproc 或独立的 `ResourceContextProvider` 在模型调用前读取这些资源，按 MIME 类型、大小、token budget 转为模型可消费的上下文。
+
+### 3. 打通 UI 与 Agent 上下文
+
+当前 MCP 详情页的 Resources tab 可以继续作为资源发现和预览入口。建议增加操作：
+
+- 添加到本轮上下文
+- 固定到当前 pipeline
+- 固定到当前 bot / conversation
+- 查看资源读取历史和错误
+
+这样 UI 资源管理能力才能真正影响 Agent 行为。
+
+### 4. 支持 resource templates
+
+MCP resource templates 允许 server 暴露参数化资源，例如：
+
+```text
+repo://{owner}/{repo}/file/{path}
+log://{service}/{date}
+```
+
+LangBot 后续应支持模板发现、参数填写、实例化和绑定。否则只能使用静态 resources，覆盖面会受限。
+
+### 5. 增加资源处理策略
+
+建议补齐：
+
+- 文本资源 token budget 与截断策略。
+- 大文件 chunk 与摘要策略。
+- 图片/blob 的模型能力判断与 fallback。
+- MIME 类型白名单与安全限制。
+- 缓存与过期策略。
+- `resources/listChanged` 或订阅更新。
+- resource read trace，便于审计 Agent 读取了什么上下文。
+
+## 推荐落地顺序
+
+### Phase 1: 完成当前 PR 可用性
+
+- 保留 synthetic tools。
+- 明确文档说明当前 Agent 集成是 tool-mediated。
+- 完善资源工具描述，降低模型误用概率。
+- 给 read/list 增加大小限制和更清晰的 MIME 处理。
+- 前端 Resources tab 与 Tools tab 分离，保持管理端清晰。
+
+### Phase 2: 做 Host-owned context attachments
+
+- 在 pipeline 或 conversation 层新增 resource attachment 配置。
+- Preproc 读取已绑定 resources，注入模型上下文。
+- UI 支持“添加到上下文 / 固定到 pipeline”。
+- 记录每轮实际注入的 resource URI 和 token 消耗。
+
+### Phase 3: 做完整 MCP Resources 能力
+
+- 支持 resource templates。
+- 支持资源订阅更新。
+- 支持 chunk、summary、RAG 化接入。
+- 为 DifyAgentRunner、LocalAgentRunner 等不同 runner 定义统一资源上下文接口。
+
+## 最终建议
+
+PR #2215 可以作为 MCP Resources 的第一阶段实现继续推进。它让 LangBot 快速拥有“资源发现、预览、按需读取”的闭环，也给 Agent 探索资源提供了可运行路径。
+
+但在正式设计上，不建议把 “Resources == Tools” 固化为长期抽象。LangBot 更应该把 MCP Resources 定位为上下文来源，与 tools、prompts、knowledge base 并列：
+
+```text
+Tools      -> Agent 可以执行的动作
+Resources  -> Host/用户/Agent 可以选择的上下文数据
+Prompts    -> 可复用的任务模板
+Knowledge  -> 可检索、可索引的长期知识
+```
+
+这样既尊重 MCP 协议语义，也能让 LangBot 在 Agent 工作流、企业知识接入和多 MCP server 管理上走得更稳。
@@ -1,6 +1,6 @@
 [project]
 name = "langbot"
-version = "4.10.4"
+version = "4.10.5"
 description = "Production-grade platform for building agentic IM bots"
 readme = "README.md"
 license-files = ["LICENSE"]
@@ -70,7 +70,7 @@ dependencies = [
    "chromadb>=1.0.0,<2.0.0",
    "qdrant-client (>=1.15.1,<2.0.0)",
    "pyseekdb==1.1.0.post3",
-    "langbot-plugin==0.4.6",
+    "langbot-plugin==0.4.7",
    "asyncpg>=0.30.0",
    "line-bot-sdk>=3.19.0",
    "matrix-nio>=0.25.2",
@@ -138,6 +138,39 @@ class MonitoringRouterGroup(group.RouterGroup):
                }
            )

+        @self.route('/tool-calls', methods=['GET'], auth_type=group.AuthType.USER_TOKEN)
+        async def get_tool_calls() -> str:
+            """Get tool call records"""
+            bot_ids = quart.request.args.getlist('botId')
+            pipeline_ids = quart.request.args.getlist('pipelineId')
+            session_ids = quart.request.args.getlist('sessionId')
+            start_time_str = quart.request.args.get('startTime')
+            end_time_str = quart.request.args.get('endTime')
+            limit = int(quart.request.args.get('limit', 100))
+            offset = int(quart.request.args.get('offset', 0))
+
+            start_time = parse_iso_datetime(start_time_str)
+            end_time = parse_iso_datetime(end_time_str)
+
+            tool_calls, total = await self.ap.monitoring_service.get_tool_calls(
+                bot_ids=bot_ids if bot_ids else None,
+                pipeline_ids=pipeline_ids if pipeline_ids else None,
+                session_ids=session_ids if session_ids else None,
+                start_time=start_time,
+                end_time=end_time,
+                limit=limit,
+                offset=offset,
+            )
+
+            return self.success(
+                data={
+                    'tool_calls': tool_calls,
+                    'total': total,
+                    'limit': limit,
+                    'offset': offset,
+                }
+            )
+
        @self.route('/embedding-calls', methods=['GET'], auth_type=group.AuthType.USER_TOKEN)
        async def get_embedding_calls() -> str:
            """Get embedding call records"""
@@ -284,6 +317,16 @@ class MonitoringRouterGroup(group.RouterGroup):
                offset=0,
            )

+            # Get tool calls
+            tool_calls, tool_calls_total = await self.ap.monitoring_service.get_tool_calls(
+                bot_ids=bot_ids if bot_ids else None,
+                pipeline_ids=pipeline_ids if pipeline_ids else None,
+                start_time=start_time,
+                end_time=end_time,
+                limit=limit,
+                offset=0,
+            )
+
            # Get sessions
            sessions, sessions_total = await self.ap.monitoring_service.get_sessions(
                bot_ids=bot_ids if bot_ids else None,
@@ -318,12 +361,14 @@ class MonitoringRouterGroup(group.RouterGroup):
                    'overview': overview,
                    'messages': messages,
                    'llmCalls': llm_calls,
+                    'toolCalls': tool_calls,
                    'embeddingCalls': embedding_calls,
                    'sessions': sessions,
                    'errors': errors,
                    'totalCount': {
                        'messages': messages_total,
                        'llmCalls': llm_calls_total,
+                        'toolCalls': tool_calls_total,
                        'embeddingCalls': embedding_calls_total,
                        'sessions': sessions_total,
                        'errors': errors_total,
@@ -86,6 +86,10 @@ class PipelinesRouterGroup(group.RouterGroup):
                        'available_plugins': plugins,
                        'bound_mcp_servers': extensions_prefs.get('mcp_servers', []),
                        'available_mcp_servers': mcp_servers,
+                        'bound_mcp_resources': extensions_prefs.get('mcp_resources', []),
+                        'mcp_resource_agent_read_enabled': extensions_prefs.get(
+                            'mcp_resource_agent_read_enabled', True
+                        ),
                        'bound_skills': extensions_prefs.get('skills', []),
                        'available_skills': available_skills,
                    }
@@ -99,6 +103,8 @@ class PipelinesRouterGroup(group.RouterGroup):
                bound_plugins = json_data.get('bound_plugins', [])
                bound_mcp_servers = json_data.get('bound_mcp_servers', [])
                bound_skills = json_data.get('bound_skills', [])
+                bound_mcp_resources = json_data.get('bound_mcp_resources')
+                mcp_resource_agent_read_enabled = json_data.get('mcp_resource_agent_read_enabled')

                await self.ap.pipeline_service.update_pipeline_extensions(
                    pipeline_uuid,
@@ -108,6 +114,8 @@ class PipelinesRouterGroup(group.RouterGroup):
                    enable_all_mcp_servers,
                    bound_skills=bound_skills,
                    enable_all_skills=enable_all_skills,
+                    bound_mcp_resources=bound_mcp_resources,
+                    mcp_resource_agent_read_enabled=mcp_resource_agent_read_enabled,
                )

                return self.success()
@@ -18,7 +18,6 @@ class BotsRouterGroup(group.RouterGroup):
        @self.route('/<bot_uuid>', methods=['GET', 'PUT', 'DELETE'], auth_type=group.AuthType.USER_TOKEN_OR_API_KEY)
        async def _(bot_uuid: str) -> str:
            if quart.request.method == 'GET':
-                # 返回运行时信息，包括webhook地址等
                bot = await self.ap.bot_service.get_runtime_bot_info(bot_uuid)
                if bot is None:
                    return self.http_status(404, -1, 'bot not found')
@@ -37,30 +36,21 @@ class BotsRouterGroup(group.RouterGroup):
            from_index = json_data.get('from_index', -1)
            max_count = json_data.get('max_count', 10)
            logs, total_count = await self.ap.bot_service.list_event_logs(bot_uuid, from_index, max_count)
-            return self.success(
-                data={
-                    'logs': logs,
-                    'total_count': total_count,
-                }
-            )
+            return self.success(data={'logs': logs, 'total_count': total_count})

        @self.route('/<bot_uuid>/send_message', methods=['POST'], auth_type=group.AuthType.API_KEY)
        async def _(bot_uuid: str) -> str:
-            """Send message to a specific target via bot"""
            json_data = await quart.request.json
            target_type = json_data.get('target_type')
            target_id = json_data.get('target_id')
            message_chain_data = json_data.get('message_chain')

-            # Validate required fields
            if not target_type:
                return self.http_status(400, -1, 'target_type is required')
            if not target_id:
                return self.http_status(400, -1, 'target_id is required')
            if not message_chain_data:
                return self.http_status(400, -1, 'message_chain is required')
-
-            # Validate target_type
            if target_type not in ['person', 'group']:
                return self.http_status(400, -1, 'target_type must be either "person" or "group"')

@@ -72,3 +62,29 @@ class BotsRouterGroup(group.RouterGroup):

                traceback.print_exc()
                return self.http_status(500, -1, f'Failed to send message: {str(e)}')
+
+        # ============ Bot Admins ============
+
+        @self.route('/<bot_uuid>/admins', methods=['GET', 'POST'], auth_type=group.AuthType.USER_TOKEN_OR_API_KEY)
+        async def _(bot_uuid: str) -> str:
+            if quart.request.method == 'GET':
+                admins = await self.ap.bot_service.get_bot_admins(bot_uuid)
+                return self.success(data={'admins': admins})
+            elif quart.request.method == 'POST':
+                json_data = await quart.request.json
+                launcher_type = json_data.get('launcher_type', '').strip()
+                launcher_id = str(json_data.get('launcher_id', '')).strip()
+                if not launcher_type or not launcher_id:
+                    return self.http_status(400, -1, 'launcher_type and launcher_id are required')
+                try:
+                    admin_id = await self.ap.bot_service.add_bot_admin(bot_uuid, launcher_type, launcher_id)
+                    return self.success(data={'id': admin_id})
+                except Exception as e:
+                    return self.http_status(409, -1, str(e))
+
+        @self.route(
+            '/<bot_uuid>/admins/<int:admin_id>', methods=['DELETE'], auth_type=group.AuthType.USER_TOKEN_OR_API_KEY
+        )
+        async def _(bot_uuid: str, admin_id: int) -> str:
+            await self.ap.bot_service.delete_bot_admin(bot_uuid, admin_id)
+            return self.success()
@@ -2,6 +2,7 @@ from __future__ import annotations

 import quart
 import traceback
+from urllib.parse import unquote


 from ... import group
@@ -28,11 +29,11 @@ class MCPRouterGroup(group.RouterGroup):
                    traceback.print_exc()
                    return self.http_status(500, -1, f'Failed to create MCP server: {str(e)}')

-        @self.route('/servers/<server_name>', methods=['GET', 'PUT', 'DELETE'], auth_type=group.AuthType.USER_TOKEN)
+        @self.route(
+            '/servers/<path:server_name>', methods=['GET', 'PUT', 'DELETE'], auth_type=group.AuthType.USER_TOKEN
+        )
        async def _(server_name: str) -> str:
            """获取、更新或删除MCP服务器配置"""
-            from urllib.parse import unquote
-
            server_name = unquote(server_name)

            server_data = await self.ap.mcp_service.get_mcp_server_by_name(server_name)
@@ -57,12 +58,59 @@ class MCPRouterGroup(group.RouterGroup):
                except Exception as e:
                    return self.http_status(500, -1, f'Failed to delete MCP server: {str(e)}')

-        @self.route('/servers/<server_name>/test', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
+        @self.route('/servers/<path:server_name>/test', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
        async def _(server_name: str) -> str:
            """测试MCP服务器连接"""
-            from urllib.parse import unquote
-
            server_name = unquote(server_name)
            server_data = await quart.request.json
            task_id = await self.ap.mcp_service.test_mcp_server(server_name=server_name, server_data=server_data)
            return self.success(data={'task_id': task_id})
+
+        @self.route('/servers/<path:server_name>/resources', methods=['GET'], auth_type=group.AuthType.USER_TOKEN)
+        async def _(server_name: str) -> str:
+            """Get resources from an MCP server"""
+            server_name = unquote(server_name)
+            try:
+                resources = await self.ap.mcp_service.get_mcp_server_resources(server_name)
+                templates = await self.ap.mcp_service.get_mcp_server_resource_templates(server_name)
+                runtime_info = await self.ap.mcp_service.get_runtime_info(server_name)
+                return self.success(
+                    data={
+                        'resources': resources,
+                        'resource_templates': templates,
+                        'resource_capabilities': (runtime_info or {}).get('resource_capabilities', {}),
+                    }
+                )
+            except Exception as e:
+                return self.http_status(500, -1, f'Failed to get resources: {str(e)}')
+
+        @self.route(
+            '/servers/<path:server_name>/resource-templates', methods=['GET'], auth_type=group.AuthType.USER_TOKEN
+        )
+        async def _(server_name: str) -> str:
+            """Get resource templates from an MCP server"""
+            server_name = unquote(server_name)
+            try:
+                templates = await self.ap.mcp_service.get_mcp_server_resource_templates(server_name)
+                return self.success(data={'resource_templates': templates})
+            except Exception as e:
+                return self.http_status(500, -1, f'Failed to get resource templates: {str(e)}')
+
+        @self.route('/servers/<path:server_name>/resources/read', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
+        async def _(server_name: str) -> str:
+            """Read a resource from an MCP server"""
+            server_name = unquote(server_name)
+            data = await quart.request.json
+            uri = data.get('uri')
+            if not uri:
+                return self.http_status(400, -1, 'URI is required')
+            try:
+                envelope = await self.ap.mcp_service.read_mcp_server_resource_envelope(
+                    server_name,
+                    uri,
+                    max_bytes=data.get('max_bytes'),
+                    include_blob=bool(data.get('include_blob', False)),
+                )
+                return self.success(data=envelope)
+            except Exception as e:
+                return self.http_status(500, -1, f'Failed to read resource: {str(e)}')
@@ -1,5 +1,7 @@
 from __future__ import annotations

+import quart
+
 from ... import group


@@ -9,25 +11,41 @@ class ToolsRouterGroup(group.RouterGroup):
        @self.route('', methods=['GET'], auth_type=group.AuthType.USER_TOKEN)
        async def _() -> str:
            """获取所有可用工具列表"""
-            tools = await self.ap.tool_mgr.get_all_tools()
+            pipeline_uuid = quart.request.args.get('pipeline_uuid') or quart.request.args.get('pipeline_id')
+            bound_plugins: list[str] | None = None
+            bound_mcp_servers: list[str] | None = None

-            tool_list = []
-            for tool in tools:
-                tool_list.append(
-                    {
-                        'name': tool.name,
-                        'description': tool.description,
-                        'human_desc': tool.human_desc,
-                        'parameters': tool.parameters,
-                    }
-                )
+            if pipeline_uuid:
+                pipeline = await self.ap.pipeline_service.get_pipeline(pipeline_uuid)
+                if pipeline is None:
+                    return self.http_status(404, -1, 'pipeline not found')

-            return self.success(data={'tools': tool_list})
+                extensions_prefs = pipeline.get('extensions_preferences', {}) or {}
+                if not extensions_prefs.get('enable_all_plugins', True):
+                    bound_plugins = [
+                        f'{plugin.get("author", "")}/{plugin.get("name", "")}'
+                        for plugin in extensions_prefs.get('plugins', [])
+                        if isinstance(plugin, dict) and plugin.get('name')
+                    ]
+                if not extensions_prefs.get('enable_all_mcp_servers', True):
+                    bound_mcp_servers = [
+                        server for server in (extensions_prefs.get('mcp_servers', []) or []) if isinstance(server, str)
+                    ]
+
+            return self.success(
+                data={
+                    'tools': await self.ap.tool_mgr.get_tool_catalog(
+                        bound_plugins,
+                        bound_mcp_servers,
+                        include_skill_authoring=True,
+                    )
+                }
+            )

        @self.route('/<tool_name>', methods=['GET'], auth_type=group.AuthType.USER_TOKEN)
        async def _(tool_name: str) -> str:
            """获取特定工具详情"""
-            tools = await self.ap.tool_mgr.get_all_tools()
+            tools = await self.ap.tool_mgr.get_all_tools(include_skill_authoring=True)

            for tool in tools:
                if tool.name == tool_name:
@@ -195,6 +195,13 @@ class UserRouterGroup(group.RouterGroup):
        @self.route('/set-password', methods=['POST'], auth_type=group.AuthType.USER_TOKEN)
        async def _(user_email: str) -> str:
            """Set password for Space account (first time) or change password"""
+            # Check if modifying login info is allowed
+            allow_modify_login_info = self.ap.instance_config.data.get('system', {}).get(
+                'allow_modify_login_info', True
+            )
+            if not allow_modify_login_info:
+                return self.http_status(403, -1, 'Modifying login info is disabled')
+
            json_data = await quart.request.json
            new_password = json_data.get('new_password')
            current_password = json_data.get('current_password')
@@ -199,3 +199,35 @@ class BotService:

        # Send message via adapter
        await runtime_bot.adapter.send_message(target_type, str(target_id), message_chain)
+
+    # ============ Bot Admins ============
+
+    async def get_bot_admins(self, bot_uuid: str) -> list[dict]:
+        from ....entity.persistence import bot as persistence_bot
+
+        result = await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.select(persistence_bot.BotAdmin).where(persistence_bot.BotAdmin.bot_uuid == bot_uuid)
+        )
+        return [{'id': r.id, 'launcher_type': r.launcher_type, 'launcher_id': r.launcher_id} for r in result.all()]
+
+    async def add_bot_admin(self, bot_uuid: str, launcher_type: str, launcher_id: str) -> int:
+        from ....entity.persistence import bot as persistence_bot
+
+        result = await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.insert(persistence_bot.BotAdmin).values(
+                bot_uuid=bot_uuid,
+                launcher_type=launcher_type,
+                launcher_id=launcher_id,
+            )
+        )
+        return result.inserted_primary_key[0]
+
+    async def delete_bot_admin(self, bot_uuid: str, admin_id: int) -> None:
+        from ....entity.persistence import bot as persistence_bot
+
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.delete(persistence_bot.BotAdmin).where(
+                persistence_bot.BotAdmin.bot_uuid == bot_uuid,
+                persistence_bot.BotAdmin.id == admin_id,
+            )
+        )
@@ -243,6 +243,7 @@ class MaintenanceService:
        tables = {
            'messages': persistence_monitoring.MonitoringMessage.id,
            'llm_calls': persistence_monitoring.MonitoringLLMCall.id,
+            'tool_calls': persistence_monitoring.MonitoringToolCall.id,
            'embedding_calls': persistence_monitoring.MonitoringEmbeddingCall.id,
            'errors': persistence_monitoring.MonitoringError.id,
            'sessions': persistence_monitoring.MonitoringSession.session_id,
@@ -48,6 +48,17 @@ class MCPService:
            if total_extensions >= max_extensions:
                raise ValueError(f'Maximum number of extensions ({max_extensions}) reached')

+        server_name = str(server_data.get('name') or '').strip()
+        if not server_name:
+            raise ValueError('MCP server name is required')
+        server_data['name'] = server_name
+
+        existing_result = await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.select(persistence_mcp.MCPServer).where(persistence_mcp.MCPServer.name == server_name)
+        )
+        if existing_result.first() is not None:
+            raise ValueError(f'MCP server already exists: {server_name}')
+
        server_data['uuid'] = str(uuid.uuid4())
        await self.ap.persistence_mgr.execute_async(sqlalchemy.insert(persistence_mcp.MCPServer).values(server_data))

@@ -136,6 +147,32 @@ class MCPService:
            if server_name in self.ap.tool_mgr.mcp_tool_loader.sessions:
                await self.ap.tool_mgr.mcp_tool_loader.remove_mcp_server(server_name)

+    async def get_mcp_server_resources(self, server_name: str) -> list[dict]:
+        """Get resources from a specific MCP server."""
+        return await self.ap.tool_mgr.mcp_tool_loader.get_resources(server_name)
+
+    async def get_mcp_server_resource_templates(self, server_name: str) -> list[dict]:
+        """Get resource templates from a specific MCP server."""
+        return await self.ap.tool_mgr.mcp_tool_loader.get_resource_templates(server_name)
+
+    async def read_mcp_server_resource_envelope(
+        self,
+        server_name: str,
+        uri: str,
+        *,
+        max_bytes: int | None = None,
+        include_blob: bool = False,
+    ) -> dict:
+        """Read a resource from a specific MCP server with metadata."""
+        kwargs = {'include_blob': include_blob, 'source': 'ui_preview'}
+        if max_bytes is not None:
+            kwargs['max_bytes'] = max_bytes
+        return await self.ap.tool_mgr.mcp_tool_loader.read_resource_envelope(server_name, uri, **kwargs)
+
+    async def read_mcp_server_resource(self, server_name: str, uri: str) -> list[dict]:
+        """Read a resource from a specific MCP server."""
+        return await self.ap.tool_mgr.mcp_tool_loader.read_resource(server_name, uri)
+
    async def test_mcp_server(self, server_name: str, server_data: dict) -> int:
        """测试 MCP 服务器连接并返回任务 ID"""

@@ -2,6 +2,7 @@ from __future__ import annotations

 import uuid
 import datetime
+import json
 import sqlalchemy

 from ....core import app
@@ -50,6 +51,12 @@ class MonitoringService:
                persistence_monitoring.MonitoringLLMCall.timestamp,
                persistence_monitoring.MonitoringLLMCall.id,
            ),
+            (
+                'monitoring_tool_calls',
+                persistence_monitoring.MonitoringToolCall,
+                persistence_monitoring.MonitoringToolCall.timestamp,
+                persistence_monitoring.MonitoringToolCall.id,
+            ),
            (
                'monitoring_embedding_calls',
                persistence_monitoring.MonitoringEmbeddingCall,
@@ -131,6 +138,68 @@ class MonitoringService:
            await autocommit_conn.execute(sqlalchemy.text('PRAGMA wal_checkpoint(TRUNCATE)'))
            await autocommit_conn.execute(sqlalchemy.text('VACUUM'))

+    def _serialize_tool_payload(self, payload: object, max_length: int = 20000) -> str | None:
+        """Serialize tool arguments/results for monitoring storage."""
+        if payload is None:
+            return None
+
+        if isinstance(payload, str):
+            text = payload
+        else:
+            try:
+                text = json.dumps(payload, ensure_ascii=False, default=str)
+            except Exception:
+                text = str(payload)
+
+        if len(text) <= max_length:
+            return text
+
+        return f'{text[:max_length]}... [truncated {len(text) - max_length} chars]'
+
+    async def _get_message_for_tool_context(
+        self,
+        message_id: str | None = None,
+        session_id: str | None = None,
+    ):
+        if message_id:
+            result = await self.ap.persistence_mgr.execute_async(
+                sqlalchemy.select(persistence_monitoring.MonitoringMessage).where(
+                    persistence_monitoring.MonitoringMessage.id == message_id
+                )
+            )
+            row = result.first()
+            if row:
+                return row[0]
+
+        if not session_id:
+            return None
+
+        user_query = (
+            sqlalchemy.select(persistence_monitoring.MonitoringMessage)
+            .where(
+                sqlalchemy.and_(
+                    persistence_monitoring.MonitoringMessage.session_id == session_id,
+                    persistence_monitoring.MonitoringMessage.role == 'user',
+                )
+            )
+            .order_by(persistence_monitoring.MonitoringMessage.timestamp.desc())
+            .limit(1)
+        )
+        result = await self.ap.persistence_mgr.execute_async(user_query)
+        row = result.first()
+        if row:
+            return row[0]
+
+        any_query = (
+            sqlalchemy.select(persistence_monitoring.MonitoringMessage)
+            .where(persistence_monitoring.MonitoringMessage.session_id == session_id)
+            .order_by(persistence_monitoring.MonitoringMessage.timestamp.desc())
+            .limit(1)
+        )
+        result = await self.ap.persistence_mgr.execute_async(any_query)
+        row = result.first()
+        return row[0] if row else None
+
    # ========== Recording Methods ==========

    async def record_message(
@@ -220,6 +289,57 @@ class MonitoringService:

        return call_id

+    async def record_tool_call(
+        self,
+        tool_name: str,
+        tool_source: str,
+        duration: int,
+        status: str = 'success',
+        bot_id: str | None = None,
+        bot_name: str | None = None,
+        pipeline_id: str | None = None,
+        pipeline_name: str | None = None,
+        session_id: str | None = None,
+        message_id: str | None = None,
+        arguments: object | None = None,
+        result: object | None = None,
+        error_message: str | None = None,
+    ) -> str:
+        """Record a tool call."""
+        context_message = await self._get_message_for_tool_context(message_id=message_id, session_id=session_id)
+        if context_message:
+            bot_id = bot_id or context_message.bot_id
+            bot_name = bot_name or context_message.bot_name
+            pipeline_id = pipeline_id or context_message.pipeline_id
+            pipeline_name = pipeline_name or context_message.pipeline_name
+            session_id = session_id or context_message.session_id
+            message_id = message_id or context_message.id
+
+        call_id = str(uuid.uuid4())
+        call_data = {
+            'id': call_id,
+            'timestamp': datetime.datetime.now(datetime.timezone.utc).replace(tzinfo=None),
+            'tool_name': tool_name,
+            'tool_source': tool_source,
+            'duration': max(0, duration),
+            'status': status,
+            'bot_id': bot_id or 'unknown',
+            'bot_name': bot_name or 'Unknown',
+            'pipeline_id': pipeline_id or 'unknown',
+            'pipeline_name': pipeline_name or 'Unknown',
+            'session_id': session_id,
+            'message_id': message_id,
+            'arguments': self._serialize_tool_payload(arguments),
+            'result': self._serialize_tool_payload(result),
+            'error_message': self._serialize_tool_payload(error_message),
+        }
+
+        await self.ap.persistence_mgr.execute_async(
+            sqlalchemy.insert(persistence_monitoring.MonitoringToolCall).values(call_data)
+        )
+
+        return call_id
+
    async def record_embedding_call(
        self,
        model_name: str,
@@ -749,6 +869,58 @@ class MonitoringService:
            total,
        )

+    async def get_tool_calls(
+        self,
+        bot_ids: list[str] | None = None,
+        pipeline_ids: list[str] | None = None,
+        session_ids: list[str] | None = None,
+        start_time: datetime.datetime | None = None,
+        end_time: datetime.datetime | None = None,
+        limit: int = 100,
+        offset: int = 0,
+    ) -> tuple[list[dict], int]:
+        """Get tool calls with filters"""
+        conditions = []
+
+        if bot_ids:
+            conditions.append(persistence_monitoring.MonitoringToolCall.bot_id.in_(bot_ids))
+        if pipeline_ids:
+            conditions.append(persistence_monitoring.MonitoringToolCall.pipeline_id.in_(pipeline_ids))
+        if session_ids:
+            conditions.append(persistence_monitoring.MonitoringToolCall.session_id.in_(session_ids))
+        if start_time:
+            conditions.append(persistence_monitoring.MonitoringToolCall.timestamp >= start_time)
+        if end_time:
+            conditions.append(persistence_monitoring.MonitoringToolCall.timestamp <= end_time)
+
+        count_query = sqlalchemy.select(sqlalchemy.func.count(persistence_monitoring.MonitoringToolCall.id))
+        if conditions:
+            count_query = count_query.where(sqlalchemy.and_(*conditions))
+
+        count_result = await self.ap.persistence_mgr.execute_async(count_query)
+        total = count_result.scalar() or 0
+
+        query = sqlalchemy.select(persistence_monitoring.MonitoringToolCall).order_by(
+            persistence_monitoring.MonitoringToolCall.timestamp.desc()
+        )
+        if conditions:
+            query = query.where(sqlalchemy.and_(*conditions))
+
+        query = query.limit(limit).offset(offset)
+
+        result = await self.ap.persistence_mgr.execute_async(query)
+        tool_calls_rows = result.all()
+
+        return (
+            [
+                self.ap.persistence_mgr.serialize_model(
+                    persistence_monitoring.MonitoringToolCall, row[0] if isinstance(row, tuple) else row
+                )
+                for row in tool_calls_rows
+            ],
+            total,
+        )
+
    async def get_embedding_calls(
        self,
        start_time: datetime.datetime | None = None,
@@ -971,6 +1143,34 @@ class MonitoringService:
            else:
                error_llm_calls += 1

+        # Get tool calls for this session
+        tool_query = (
+            sqlalchemy.select(persistence_monitoring.MonitoringToolCall)
+            .where(persistence_monitoring.MonitoringToolCall.session_id == session_id)
+            .order_by(persistence_monitoring.MonitoringToolCall.timestamp.asc())
+        )
+        tool_result = await self.ap.persistence_mgr.execute_async(tool_query)
+        tool_rows = tool_result.all()
+
+        tool_calls = [
+            self.ap.persistence_mgr.serialize_model(
+                persistence_monitoring.MonitoringToolCall, row[0] if isinstance(row, tuple) else row
+            )
+            for row in tool_rows
+        ]
+
+        total_tool_calls = len(tool_rows)
+        success_tool_calls = 0
+        error_tool_calls = 0
+        total_tool_duration = 0
+        for row in tool_rows:
+            tool_call = row[0] if isinstance(row, tuple) else row
+            total_tool_duration += tool_call.duration
+            if tool_call.status == 'success':
+                success_tool_calls += 1
+            else:
+                error_tool_calls += 1
+
        # Get errors for this session
        error_query = (
            sqlalchemy.select(persistence_monitoring.MonitoringError)
@@ -1014,6 +1214,14 @@ class MonitoringService:
                'total_tokens': total_tokens,
                'average_duration_ms': int(total_duration / total_llm_calls) if total_llm_calls > 0 else 0,
            },
+            'tool_calls': tool_calls,
+            'tool_stats': {
+                'total_calls': total_tool_calls,
+                'success_calls': success_tool_calls,
+                'error_calls': error_tool_calls,
+                'total_duration_ms': total_tool_duration,
+                'average_duration_ms': int(total_tool_duration / total_tool_calls) if total_tool_calls > 0 else 0,
+            },
            'errors': errors,
            'session_duration_seconds': session_duration_seconds,
        }
@@ -100,6 +100,8 @@ class PipelineService:
                'enable_all_mcp_servers': True,
                'plugins': [],
                'mcp_servers': [],
+                'mcp_resources': [],
+                'mcp_resource_agent_read_enabled': True,
            }

        await self.ap.persistence_mgr.execute_async(
@@ -193,6 +195,8 @@ class PipelineService:
                    'enable_all_mcp_servers': True,
                    'plugins': [],
                    'mcp_servers': [],
+                    'mcp_resources': [],
+                    'mcp_resource_agent_read_enabled': True,
                }
            ),
        }
@@ -217,6 +221,8 @@ class PipelineService:
        enable_all_mcp_servers: bool = True,
        bound_skills: list[str] = None,
        enable_all_skills: bool = True,
+        bound_mcp_resources: list[dict] = None,
+        mcp_resource_agent_read_enabled: bool | None = None,
    ) -> None:
        """Update the bound plugins and MCP servers for a pipeline"""
        # Get current pipeline
@@ -236,10 +242,14 @@ class PipelineService:
        extensions_preferences['enable_all_mcp_servers'] = enable_all_mcp_servers
        extensions_preferences['enable_all_skills'] = enable_all_skills
        extensions_preferences['plugins'] = bound_plugins
+        if mcp_resource_agent_read_enabled is not None:
+            extensions_preferences['mcp_resource_agent_read_enabled'] = mcp_resource_agent_read_enabled
        if bound_mcp_servers is not None:
            extensions_preferences['mcp_servers'] = bound_mcp_servers
        if bound_skills is not None:
            extensions_preferences['skills'] = bound_skills
+        if bound_mcp_resources is not None:
+            extensions_preferences['mcp_resources'] = bound_mcp_resources

        await self.ap.persistence_mgr.execute_async(
            sqlalchemy.update(persistence_pipeline.LegacyPipeline)
@@ -84,7 +84,17 @@ class CommandManager:

        privilege = 1

-        if f'{query.launcher_type.value}_{query.launcher_id}' in self.ap.instance_config.data['admins']:
+        import sqlalchemy as _sa
+        from ..entity.persistence.bot import BotAdmin as _BotAdmin
+
+        _admins = await self.ap.persistence_mgr.execute_async(
+            _sa.select(_BotAdmin).where(
+                _BotAdmin.bot_uuid == (query.bot_uuid or ''),
+                _BotAdmin.launcher_type == query.launcher_type.value,
+                _BotAdmin.launcher_id == str(query.launcher_id),
+            )
+        )
+        if _admins.first() is not None:
            privilege = 2

        ctx = command_context.ExecuteContext(
@@ -3,6 +3,20 @@ import sqlalchemy
 from .base import Base


+class BotAdmin(Base):
+    """Bot admin — a launcher that has admin privilege for a specific bot's commands"""
+
+    __tablename__ = 'bot_admins'
+
+    id = sqlalchemy.Column(sqlalchemy.Integer, primary_key=True, autoincrement=True)
+    bot_uuid = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
+    launcher_type = sqlalchemy.Column(sqlalchemy.String(64), nullable=False)
+    launcher_id = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
+    created_at = sqlalchemy.Column(sqlalchemy.DateTime, nullable=False, server_default=sqlalchemy.func.now())
+
+    __table_args__ = (sqlalchemy.UniqueConstraint('bot_uuid', 'launcher_type', 'launcher_id', name='uq_bot_admin'),)
+
+
 class Bot(Base):
    """Bot"""

@@ -49,6 +49,28 @@ class MonitoringLLMCall(Base):
    message_id = sqlalchemy.Column(sqlalchemy.String(255), nullable=True, index=True)  # Associated message ID


+class MonitoringToolCall(Base):
+    """Tool call records"""
+
+    __tablename__ = 'monitoring_tool_calls'
+
+    id = sqlalchemy.Column(sqlalchemy.String(255), primary_key=True)
+    timestamp = sqlalchemy.Column(sqlalchemy.DateTime, nullable=False, index=True)
+    tool_name = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
+    tool_source = sqlalchemy.Column(sqlalchemy.String(50), nullable=False)  # native, plugin, mcp, skill
+    duration = sqlalchemy.Column(sqlalchemy.Integer, nullable=False)  # milliseconds
+    status = sqlalchemy.Column(sqlalchemy.String(50), nullable=False)  # success, error
+    bot_id = sqlalchemy.Column(sqlalchemy.String(255), nullable=False, index=True)
+    bot_name = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
+    pipeline_id = sqlalchemy.Column(sqlalchemy.String(255), nullable=False, index=True)
+    pipeline_name = sqlalchemy.Column(sqlalchemy.String(255), nullable=False)
+    session_id = sqlalchemy.Column(sqlalchemy.String(255), nullable=True, index=True)
+    message_id = sqlalchemy.Column(sqlalchemy.String(255), nullable=True, index=True)
+    arguments = sqlalchemy.Column(sqlalchemy.Text, nullable=True)
+    result = sqlalchemy.Column(sqlalchemy.Text, nullable=True)
+    error_message = sqlalchemy.Column(sqlalchemy.Text, nullable=True)
+
+
 class MonitoringSession(Base):
    """Session tracking records"""

@@ -26,7 +26,14 @@ class LegacyPipeline(Base):
    extensions_preferences = sqlalchemy.Column(
        sqlalchemy.JSON,
        nullable=False,
-        default={'enable_all_plugins': True, 'enable_all_mcp_servers': True, 'plugins': [], 'mcp_servers': []},
+        default={
+            'enable_all_plugins': True,
+            'enable_all_mcp_servers': True,
+            'plugins': [],
+            'mcp_servers': [],
+            'mcp_resources': [],
+            'mcp_resource_agent_read_enabled': True,
+        },
    )


@@ -0,0 +1,84 @@
+"""add bot_admins table and migrate config admins
+
+Revision ID: 0007_add_bot_admins
+Revises: 0006_normalize_mcp_remote_mode
+Create Date: 2026-06-26
+"""
+
+import sqlalchemy as sa
+from alembic import op
+
+revision = '0007_add_bot_admins'
+down_revision = '0006_normalize_mcp_remote_mode'
+branch_labels = None
+depends_on = None
+
+
+def upgrade() -> None:
+    conn = op.get_bind()
+    if 'bot_admins' in sa.inspect(conn).get_table_names():
+        return
+    op.create_table(
+        'bot_admins',
+        sa.Column('id', sa.Integer, primary_key=True, autoincrement=True),
+        sa.Column('bot_uuid', sa.String(255), nullable=False),
+        sa.Column('launcher_type', sa.String(64), nullable=False),
+        sa.Column('launcher_id', sa.String(255), nullable=False),
+        sa.Column('created_at', sa.DateTime, nullable=False, server_default=sa.func.now()),
+        sa.UniqueConstraint('bot_uuid', 'launcher_type', 'launcher_id', name='uq_bot_admin'),
+    )
+
+    # Migrate old config-based admins into the first bot (best-effort)
+    inspector = sa.inspect(conn)
+    tables = inspector.get_table_names()
+
+    if 'bots' not in tables:
+        return
+
+    # Read the first bot uuid
+    row = conn.execute(sa.text('SELECT uuid FROM bots ORDER BY created_at LIMIT 1')).first()
+    if row is None:
+        return
+    first_bot_uuid = row[0]
+
+    # Read instance_config metadata key that holds the admins list
+    if 'metadata' not in tables:
+        return
+    meta_row = conn.execute(sa.text("SELECT value FROM metadata WHERE key = 'instance_config'")).first()
+    if meta_row is None:
+        return
+
+    import json
+
+    try:
+        cfg = json.loads(meta_row[0])
+    except Exception:
+        return
+
+    admins = cfg.get('admins', [])
+    for entry in admins:
+        parts = entry.split('_', 1)
+        if len(parts) != 2:
+            continue
+        launcher_type, launcher_id = parts
+        try:
+            conn.execute(
+                sa.text(
+                    'INSERT OR IGNORE INTO bot_admins (bot_uuid, launcher_type, launcher_id) VALUES (:bu, :lt, :li)'
+                ),
+                {'bu': first_bot_uuid, 'lt': launcher_type, 'li': launcher_id},
+            )
+        except Exception:
+            pass
+
+    # Remove admins key from stored config
+    if 'admins' in cfg:
+        del cfg['admins']
+        conn.execute(
+            sa.text("UPDATE metadata SET value = :v WHERE key = 'instance_config'"),
+            {'v': json.dumps(cfg)},
+        )
+
+
+def downgrade() -> None:
+    op.drop_table('bot_admins')
@@ -0,0 +1,95 @@
+"""add mcp resource preferences to pipelines
+
+Revision ID: 0008_mcp_resource_prefs
+Revises: 0007_add_bot_admins
+Create Date: 2026-06-30
+"""
+
+from __future__ import annotations
+
+import json
+from typing import Any
+
+import sqlalchemy as sa
+from alembic import op
+
+revision = '0008_mcp_resource_prefs'
+down_revision = '0007_add_bot_admins'
+branch_labels = None
+depends_on = None
+
+
+_PIPELINE_TABLE = sa.table(
+    'legacy_pipelines',
+    sa.column('uuid', sa.String(255)),
+    sa.column('extensions_preferences', sa.JSON()),
+)
+
+
+def _has_extensions_preferences_table(conn: sa.Connection) -> bool:
+    inspector = sa.inspect(conn)
+    if 'legacy_pipelines' not in inspector.get_table_names():
+        return False
+    columns = {column['name'] for column in inspector.get_columns('legacy_pipelines')}
+    return 'extensions_preferences' in columns
+
+
+def _decode_preferences(value: Any) -> dict[str, Any]:
+    if value is None:
+        return {}
+    if isinstance(value, dict):
+        return dict(value)
+    if isinstance(value, str):
+        try:
+            decoded = json.loads(value)
+        except json.JSONDecodeError:
+            return {}
+        if isinstance(decoded, dict):
+            return decoded
+    return {}
+
+
+def _update_preferences(conn: sa.Connection, uuid: str, preferences: dict[str, Any]) -> None:
+    conn.execute(
+        _PIPELINE_TABLE.update().where(_PIPELINE_TABLE.c.uuid == uuid).values(extensions_preferences=preferences)
+    )
+
+
+def upgrade() -> None:
+    conn = op.get_bind()
+    if not _has_extensions_preferences_table(conn):
+        return
+
+    rows = conn.execute(sa.select(_PIPELINE_TABLE.c.uuid, _PIPELINE_TABLE.c.extensions_preferences)).all()
+    for uuid, raw_preferences in rows:
+        preferences = _decode_preferences(raw_preferences)
+        changed = False
+
+        if 'mcp_resources' not in preferences:
+            preferences['mcp_resources'] = []
+            changed = True
+        if 'mcp_resource_agent_read_enabled' not in preferences:
+            preferences['mcp_resource_agent_read_enabled'] = True
+            changed = True
+
+        if changed:
+            _update_preferences(conn, uuid, preferences)
+
+
+def downgrade() -> None:
+    conn = op.get_bind()
+    if not _has_extensions_preferences_table(conn):
+        return
+
+    rows = conn.execute(sa.select(_PIPELINE_TABLE.c.uuid, _PIPELINE_TABLE.c.extensions_preferences)).all()
+    for uuid, raw_preferences in rows:
+        preferences = _decode_preferences(raw_preferences)
+        changed = False
+
+        for key in ('mcp_resources', 'mcp_resource_agent_read_enabled'):
+            if key in preferences:
+                preferences.pop(key)
+                changed = True
+
+        if changed:
+            _update_preferences(conn, uuid, preferences)
@@ -0,0 +1,17 @@
+from langbot.pkg.entity.persistence import monitoring as persistence_monitoring
+from .. import migration
+
+
+@migration.migration_class(26)
+class DBMigrateMonitoringToolCalls(migration.DBMigration):
+    """Add monitoring_tool_calls table"""
+
+    async def upgrade(self):
+        """Upgrade"""
+        async with self.ap.persistence_mgr.get_db_engine().begin() as conn:
+            await conn.run_sync(persistence_monitoring.MonitoringToolCall.__table__.create, checkfirst=True)
+
+    async def downgrade(self):
+        """Downgrade"""
+        async with self.ap.persistence_mgr.get_db_engine().begin() as conn:
+            await conn.run_sync(persistence_monitoring.MonitoringToolCall.__table__.drop, checkfirst=True)
@@ -32,7 +32,7 @@ class MonitoringHelper:
        """Record the start of query processing, returns message_id"""
        try:
            # Check if session exists, if not, record session start
-            session_id = f'{query.launcher_type}_{query.launcher_id}'
+            session_id = f'{query.launcher_type.value if hasattr(query.launcher_type, "value") else query.launcher_type}_{query.launcher_id}'

            # Get sender name from message event
            sender_name = None
@@ -137,7 +137,7 @@ class MonitoringHelper:
    ):
        """Record bot response message to monitoring"""
        try:
-            session_id = f'{query.launcher_type}_{query.launcher_id}'
+            session_id = f'{query.launcher_type.value if hasattr(query.launcher_type, "value") else query.launcher_type}_{query.launcher_id}'

            # Get sender name from message event
            sender_name = None
@@ -202,7 +202,7 @@ class MonitoringHelper:
    ) -> str:
        """Record query processing error, returns message_id"""
        try:
-            session_id = f'{query.launcher_type}_{query.launcher_id}'
+            session_id = f'{query.launcher_type.value if hasattr(query.launcher_type, "value") else query.launcher_type}_{query.launcher_id}'

            # Get sender name from message event
            sender_name = None
@@ -268,7 +268,7 @@ class MonitoringHelper:
    ):
        """Record LLM call"""
        try:
-            session_id = f'{query.launcher_type}_{query.launcher_id}'
+            session_id = f'{query.launcher_type.value if hasattr(query.launcher_type, "value") else query.launcher_type}_{query.launcher_id}'

            await ap.monitoring_service.record_llm_call(
                bot_id=bot_id,
@@ -96,6 +96,15 @@ class RuntimePipeline:
        extensions_prefs = pipeline_entity.extensions_preferences or {}
        self.enable_all_plugins = extensions_prefs.get('enable_all_plugins', True)
        self.enable_all_mcp_servers = extensions_prefs.get('enable_all_mcp_servers', True)
+        local_agent_config = (pipeline_entity.config or {}).get('ai', {}).get('local-agent', {})
+        self.mcp_resource_attachments = local_agent_config.get(
+            'mcp-resources',
+            extensions_prefs.get('mcp_resources', []),
+        )
+        self.mcp_resource_agent_read_enabled = local_agent_config.get(
+            'mcp-resource-agent-read-enabled',
+            extensions_prefs.get('mcp_resource_agent_read_enabled', True),
+        )

        if self.enable_all_plugins:
            # None indicates to use all available plugins
@@ -116,6 +125,8 @@ class RuntimePipeline:
        # Store bound plugins and MCP servers in query for filtering
        query.variables['_pipeline_bound_plugins'] = self.bound_plugins
        query.variables['_pipeline_bound_mcp_servers'] = self.bound_mcp_servers
+        query.variables['_pipeline_mcp_resource_attachments'] = self.mcp_resource_attachments
+        query.variables['_pipeline_mcp_resource_agent_read_enabled'] = self.mcp_resource_agent_read_enabled

        # Record query start for monitoring
        try:
@@ -178,7 +189,7 @@ class RuntimePipeline:
                bot_name = query.variables.get('_monitoring_bot_name', 'Unknown')
                pipeline_name = query.variables.get('_monitoring_pipeline_name', 'Unknown')
                message_id = query.variables.get('_monitoring_message_id', '')
-                session_id = f'{query.launcher_type}_{query.launcher_id}'
+                session_id = f'{query.launcher_type.value if hasattr(query.launcher_type, "value") else query.launcher_type}_{query.launcher_id}'

                # Update message status to error
                if message_id:
@@ -25,6 +25,21 @@ class PreProcessor(stage.PipelineStage):
        - use_funcs
    """

+    @staticmethod
+    def _filter_selected_tools(
+        tools: list,
+        local_agent_config: dict,
+    ) -> list:
+        if local_agent_config.get('enable-all-tools', True) is not False:
+            return tools
+
+        selected_tools = local_agent_config.get('tools', [])
+        if not isinstance(selected_tools, list):
+            return []
+
+        selected_tool_names = {tool for tool in selected_tools if isinstance(tool, str)}
+        return [tool for tool in tools if tool.name in selected_tool_names]
+
    async def process(
        self,
        query: pipeline_query.Query,
@@ -32,6 +47,7 @@ class PreProcessor(stage.PipelineStage):
    ) -> entities.StageProcessResult:
        """Process"""
        selected_runner = query.pipeline_config['ai']['runner']['runner']
+        local_agent_config = query.pipeline_config.get('ai', {}).get('local-agent', {})
        include_skill_authoring = (
            selected_runner == 'local-agent' and getattr(self.ap, 'skill_service', None) is not None
        )
@@ -43,7 +59,7 @@ class PreProcessor(stage.PipelineStage):
        if selected_runner == 'local-agent':
            # Read model config — new format is { primary: str, fallbacks: [str] },
            # but handle legacy plain string for backward compatibility
-            model_config = query.pipeline_config['ai']['local-agent'].get('model', {})
+            model_config = local_agent_config.get('model', {})
            if isinstance(model_config, str):
                # Legacy format: plain UUID string
                primary_uuid = model_config
@@ -113,11 +129,14 @@ class PreProcessor(stage.PipelineStage):
                    # Get bound plugins and MCP servers for filtering tools
                    bound_plugins = query.variables.get('_pipeline_bound_plugins', None)
                    bound_mcp_servers = query.variables.get('_pipeline_bound_mcp_servers', None)
-                    query.use_funcs = await self.ap.tool_mgr.get_all_tools(
+                    include_mcp_resource_tools = query.variables.get('_pipeline_mcp_resource_agent_read_enabled', True)
+                    all_tools = await self.ap.tool_mgr.get_all_tools(
                        bound_plugins,
                        bound_mcp_servers,
                        include_skill_authoring=include_skill_authoring,
+                        include_mcp_resource_tools=include_mcp_resource_tools,
                    )
+                    query.use_funcs = self._filter_selected_tools(all_tools, local_agent_config)

                    self.ap.logger.debug(f'Bound plugins: {bound_plugins}')
                    self.ap.logger.debug(f'Bound MCP servers: {bound_mcp_servers}')
@@ -128,11 +147,14 @@ class PreProcessor(stage.PipelineStage):
            if not query.use_funcs and query.variables.get('_fallback_model_uuids'):
                bound_plugins = query.variables.get('_pipeline_bound_plugins', None)
                bound_mcp_servers = query.variables.get('_pipeline_bound_mcp_servers', None)
-                query.use_funcs = await self.ap.tool_mgr.get_all_tools(
+                include_mcp_resource_tools = query.variables.get('_pipeline_mcp_resource_agent_read_enabled', True)
+                all_tools = await self.ap.tool_mgr.get_all_tools(
                    bound_plugins,
                    bound_mcp_servers,
                    include_skill_authoring=include_skill_authoring,
+                    include_mcp_resource_tools=include_mcp_resource_tools,
                )
+                query.use_funcs = self._filter_selected_tools(all_tools, local_agent_config)

        sender_name = ''

@@ -4,6 +4,7 @@ import asyncio
 import traceback
 import datetime
 import json
+import time

 import aiocqhttp
 import pydantic
@@ -16,6 +17,37 @@ from ...utils import image
 import langbot_plugin.api.definition.abstract.platform.event_logger as abstract_platform_logger


+_GROUP_NAME_CACHE_TTL_SECONDS = 3600
+_GROUP_NAME_NEGATIVE_CACHE_TTL_SECONDS = 60
+_GROUP_NAME_LOOKUP_TIMEOUT_SECONDS = 2
+_GROUP_MEMBER_INFO_CACHE_TTL_SECONDS = 86400
+_GROUP_MEMBER_INFO_NEGATIVE_CACHE_TTL_SECONDS = 600
+_GROUP_MEMBER_INFO_LOOKUP_TIMEOUT_SECONDS = 2
+
+
+def _normalize_base64_payload(value: str) -> str:
+    if value.startswith('base64://'):
+        return value.removeprefix('base64://')
+    if value.startswith('data:') and ';base64,' in value:
+        return value.split(';base64,', 1)[1]
+    return value
+
+
+def _get_field(data: dict, key: str, default: str = '') -> str:
+    value = data.get(key)
+    if value is None:
+        return default
+    return str(value)
+
+
+def _get_group_member_name(sender: dict) -> str:
+    return _get_field(sender, 'card') or _get_field(sender, 'nickname') or _get_field(sender, 'user_id')
+
+
+def _get_group_name_placeholder(group_id: typing.Union[int, str]) -> str:
+    return f'Group {group_id}'
+
+
 class AiocqhttpMessageConverter(abstract_platform_adapter.AbstractMessageConverter):
    @staticmethod
    async def yiri2target(
@@ -35,7 +67,7 @@ class AiocqhttpMessageConverter(abstract_platform_adapter.AbstractMessageConvert
            elif type(msg) is platform_message.Image:
                arg = ''
                if msg.base64:
-                    arg = msg.base64
+                    arg = _normalize_base64_payload(msg.base64)
                    msg_list.append(aiocqhttp.MessageSegment.image(f'base64://{arg}'))
                elif msg.url:
                    arg = msg.url
@@ -50,7 +82,7 @@ class AiocqhttpMessageConverter(abstract_platform_adapter.AbstractMessageConvert
            elif type(msg) is platform_message.Voice:
                arg = ''
                if msg.base64:
-                    arg = msg.base64
+                    arg = _normalize_base64_payload(msg.base64)
                    msg_list.append(aiocqhttp.MessageSegment.record(f'base64://{arg}'))
                elif msg.url:
                    arg = msg.url
@@ -62,7 +94,10 @@ class AiocqhttpMessageConverter(abstract_platform_adapter.AbstractMessageConvert
                for node in msg.node_list:
                    msg_list.extend((await AiocqhttpMessageConverter.yiri2target(node.message_chain))[0])
            elif isinstance(msg, platform_message.File):
-                msg_list.append({'type': 'file', 'data': {'file': msg.url, 'name': msg.name}})
+                file = msg.url or msg.path
+                if not file and msg.base64:
+                    file = f'base64://{_normalize_base64_payload(msg.base64)}'
+                msg_list.append({'type': 'file', 'data': {'file': file, 'name': msg.name}})
            elif isinstance(msg, platform_message.Face):
                if msg.face_type == 'face':
                    msg_list.append(aiocqhttp.MessageSegment.face(msg.face_id))
@@ -324,16 +359,96 @@ class AiocqhttpMessageConverter(abstract_platform_adapter.AbstractMessageConvert


 class AiocqhttpEventConverter(abstract_platform_adapter.AbstractEventConverter):
+    def __init__(self):
+        self._group_name_cache: dict[typing.Union[int, str], tuple[str, float]] = {}
+        self._group_name_negative_cache: dict[typing.Union[int, str], float] = {}
+        self._group_member_info_cache: dict[
+            tuple[typing.Union[int, str], typing.Union[int, str]], tuple[dict, float]
+        ] = {}
+        self._group_member_info_negative_cache: dict[tuple[typing.Union[int, str], typing.Union[int, str]], float] = {}
+
    @staticmethod
    async def yiri2target(event: platform_events.MessageEvent, bot_account_id: int):
        return event.source_platform_object

-    @staticmethod
-    async def target2yiri(event: aiocqhttp.Event, bot=None):
+    async def _get_group_name(self, group_id: typing.Union[int, str], bot=None) -> str:
+        now = time.monotonic()
+        if group_id in self._group_name_cache:
+            group_name, expires_at = self._group_name_cache[group_id]
+            if expires_at > now:
+                return group_name
+            del self._group_name_cache[group_id]
+        if group_id in self._group_name_negative_cache:
+            expires_at = self._group_name_negative_cache[group_id]
+            if expires_at > now:
+                return ''
+            del self._group_name_negative_cache[group_id]
+        if bot is None:
+            return ''
+        try:
+            group_info = await asyncio.wait_for(
+                bot.get_group_info(group_id=group_id),
+                timeout=_GROUP_NAME_LOOKUP_TIMEOUT_SECONDS,
+            )
+        except Exception:
+            self._group_name_negative_cache[group_id] = now + _GROUP_NAME_NEGATIVE_CACHE_TTL_SECONDS
+            return ''
+        group_name = _get_field(group_info, 'group_name') if isinstance(group_info, dict) else ''
+        if group_name:
+            self._group_name_cache[group_id] = (group_name, now + _GROUP_NAME_CACHE_TTL_SECONDS)
+            self._group_name_negative_cache.pop(group_id, None)
+        else:
+            self._group_name_negative_cache[group_id] = now + _GROUP_NAME_NEGATIVE_CACHE_TTL_SECONDS
+        return group_name
+
+    async def _get_group_member_info(
+        self,
+        group_id: typing.Union[int, str],
+        user_id: typing.Union[int, str],
+        bot=None,
+    ) -> dict:
+        now = time.monotonic()
+        cache_key = (group_id, user_id)
+        if cache_key in self._group_member_info_cache:
+            member_info, expires_at = self._group_member_info_cache[cache_key]
+            if expires_at > now:
+                return member_info
+            del self._group_member_info_cache[cache_key]
+        if cache_key in self._group_member_info_negative_cache:
+            expires_at = self._group_member_info_negative_cache[cache_key]
+            if expires_at > now:
+                return {}
+            del self._group_member_info_negative_cache[cache_key]
+        if bot is None:
+            return {}
+        try:
+            member_info = await asyncio.wait_for(
+                bot.get_group_member_info(group_id=group_id, user_id=user_id),
+                timeout=_GROUP_MEMBER_INFO_LOOKUP_TIMEOUT_SECONDS,
+            )
+        except Exception:
+            self._group_member_info_negative_cache[cache_key] = now + _GROUP_MEMBER_INFO_NEGATIVE_CACHE_TTL_SECONDS
+            return {}
+        if isinstance(member_info, dict) and member_info:
+            self._group_member_info_cache[cache_key] = (
+                member_info,
+                now + _GROUP_MEMBER_INFO_CACHE_TTL_SECONDS,
+            )
+            self._group_member_info_negative_cache.pop(cache_key, None)
+            return member_info
+        self._group_member_info_negative_cache[cache_key] = now + _GROUP_MEMBER_INFO_NEGATIVE_CACHE_TTL_SECONDS
+        return {}
+
+    async def target2yiri(self, event: aiocqhttp.Event, bot=None):
        yiri_chain = await AiocqhttpMessageConverter.target2yiri(event.message, event.message_id, bot)

        if event.message_type == 'group':
            permission = 'MEMBER'
+            group_name = await self._get_group_name(event.group_id, bot) or _get_group_name_placeholder(event.group_id)
+            special_title = _get_field(event.sender, 'title')
+            if not special_title:
+                member_info = await self._get_group_member_info(event.group_id, event.sender['user_id'], bot)
+                special_title = _get_field(member_info, 'title')

            if 'role' in event.sender:
                if event.sender['role'] == 'admin':
@@ -343,14 +458,14 @@ class AiocqhttpEventConverter(abstract_platform_adapter.AbstractEventConverter):
            converted_event = platform_events.GroupMessage(
                sender=platform_entities.GroupMember(
                    id=event.sender['user_id'],  # message_seq 放哪？
-                    member_name=event.sender['nickname'],
+                    member_name=_get_group_member_name(event.sender),
                    permission=permission,
                    group=platform_entities.Group(
                        id=event.group_id,
-                        name=event.sender['nickname'],
+                        name=group_name,
                        permission=platform_entities.Permission.Member,
                    ),
-                    special_title=event.sender['title'] if 'title' in event.sender else '',
+                    special_title=special_title,
                ),
                message_chain=yiri_chain,
                time=event.time,
@@ -374,7 +489,7 @@ class AiocqhttpAdapter(abstract_platform_adapter.AbstractMessagePlatformAdapter)
    bot: aiocqhttp.CQHttp = pydantic.Field(exclude=True, default_factory=aiocqhttp.CQHttp)

    message_converter: AiocqhttpMessageConverter = AiocqhttpMessageConverter()
-    event_converter: AiocqhttpEventConverter = AiocqhttpEventConverter()
+    event_converter: AiocqhttpEventConverter = pydantic.Field(default_factory=AiocqhttpEventConverter)

    on_websocket_connection_event_cache: typing.List[typing.Callable[[aiocqhttp.Event], None]] = []

@@ -433,9 +548,7 @@ class AiocqhttpAdapter(abstract_platform_adapter.AbstractMessagePlatformAdapter)
                    elif isinstance(component, platform_message.Image):
                        img_data = {}
                        if component.base64:
-                            b64 = component.base64
-                            if b64.startswith('data:'):
-                                b64 = b64.split(',', 1)[-1] if ',' in b64 else b64
+                            b64 = _normalize_base64_payload(component.base64)
                            img_data['file'] = f'base64://{b64}'
                        elif component.url:
                            img_data['file'] = component.url
@@ -2,6 +2,7 @@ from __future__ import annotations
 import typing
 import asyncio
 import traceback
+import uuid

 import datetime
 import pydantic
@@ -182,7 +183,28 @@ class WecomCSAdapter(abstract_platform_adapter.AbstractMessagePlatformAdapter):
                )

    async def send_message(self, target_type: str, target_id: str, message: platform_message.MessageChain):
-        pass
+        if target_type != 'person':
+            raise ValueError('WeCom customer service only supports sending messages to person targets')
+
+        open_kfid = self.bot_account_id
+        external_userid = target_id
+        if '|' in target_id:
+            open_kfid, external_userid = target_id.split('|', 1)
+        if external_userid.startswith('u'):
+            external_userid = external_userid[1:]
+        if not open_kfid:
+            raise ValueError('WeCom customer service open_kfid is required before sending messages')
+
+        content_list = await WecomMessageConverter.yiri2target(message, self.bot)
+        for content in content_list:
+            msgid = f'langbot_{uuid.uuid4().hex}'
+            if content['type'] == 'text':
+                await self.bot.send_text_msg(
+                    open_kfid=open_kfid,
+                    external_userid=external_userid,
+                    msgid=msgid,
+                    content=content['content'],
+                )

    def set_bot_uuid(self, bot_uuid: str):
        """设置 bot UUID（用于生成 webhook URL）"""
@@ -417,6 +417,30 @@ class LocalAgentRunner(runner.RequestRunner):
                    ce.text = final_user_message_text
                    break

+        mcp_loader = getattr(getattr(self.ap, 'tool_mgr', None), 'mcp_tool_loader', None)
+        if mcp_loader is not None:
+            resource_context = await mcp_loader.build_resource_context_for_query(query)
+            if resource_context:
+                resource_addition = (
+                    '\n\nMCP resource context selected by LangBot host:\n'
+                    f'{resource_context}\n\n'
+                    'Use this context as read-only reference material. If it conflicts with the user message, '
+                    'ask for clarification before taking external actions.'
+                )
+                if isinstance(user_message.content, str):
+                    user_message.content += resource_addition
+                elif isinstance(user_message.content, list):
+                    appended = False
+                    for ce in user_message.content:
+                        if ce.type == 'text':
+                            ce.text = (ce.text or '') + resource_addition
+                            appended = True
+                            break
+                    if not appended:
+                        user_message.content.append(
+                            provider_message.ContentElement.from_text(resource_addition.strip())
+                        )
+
        req_messages = self._build_request_messages(query, user_message)

        try:
@@ -33,6 +33,24 @@ class PluginToolLoader(loader.ToolLoader):

        return all_functions

+    async def get_tool_catalog(self, bound_plugins: list[str] | None = None) -> list[dict[str, typing.Any]]:
+        catalog: list[dict[str, typing.Any]] = []
+
+        for tool in await self.ap.plugin_connector.list_tools(bound_plugins):
+            catalog.append(
+                {
+                    'name': tool.metadata.name,
+                    'description': tool.spec['llm_prompt'],
+                    'human_desc': tool.metadata.description.en_US,
+                    'parameters': tool.spec['parameters'],
+                    'source': 'plugin',
+                    'source_name': tool.owner,
+                    'source_id': tool.owner,
+                }
+            )
+
+        return catalog
+
    async def has_tool(self, name: str) -> bool:
        """检查工具是否存在"""
        for tool in await self.ap.plugin_connector.list_tools():
@@ -1,6 +1,7 @@
 from __future__ import annotations

 import typing
+import time
 from typing import TYPE_CHECKING

 import langbot_plugin.api.entities.builtin.resource.tool as resource_tool
@@ -59,6 +60,7 @@ class ToolManager:
        bound_plugins: list[str] | None = None,
        bound_mcp_servers: list[str] | None = None,
        include_skill_authoring: bool = False,
+        include_mcp_resource_tools: bool = True,
    ) -> list[resource_tool.LLMTool]:
        all_functions: list[resource_tool.LLMTool] = []

@@ -66,10 +68,51 @@ class ToolManager:
        if include_skill_authoring:
            all_functions.extend(await self.skill_tool_loader.get_tools())
        all_functions.extend(await self.plugin_tool_loader.get_tools(bound_plugins))
-        all_functions.extend(await self.mcp_tool_loader.get_tools(bound_mcp_servers))
+        all_functions.extend(
+            await self.mcp_tool_loader.get_tools(
+                bound_mcp_servers,
+                include_resource_tools=include_mcp_resource_tools,
+            )
+        )

        return all_functions

+    async def get_tool_catalog(
+        self,
+        bound_plugins: list[str] | None = None,
+        bound_mcp_servers: list[str] | None = None,
+        include_skill_authoring: bool = False,
+        include_mcp_resource_tools: bool = False,
+    ) -> list[dict[str, typing.Any]]:
+        catalog: list[dict[str, typing.Any]] = []
+
+        def append_tools(source: str, source_name: str, tools: list[resource_tool.LLMTool]) -> None:
+            for tool in tools:
+                catalog.append(
+                    {
+                        'name': tool.name,
+                        'description': tool.description,
+                        'human_desc': tool.human_desc,
+                        'parameters': tool.parameters,
+                        'source': source,
+                        'source_name': source_name,
+                    }
+                )
+
+        append_tools('builtin', 'LangBot', await self.native_tool_loader.get_tools())
+        if include_skill_authoring:
+            append_tools('skill', 'LangBot', await self.skill_tool_loader.get_tools())
+        catalog.extend(await self.plugin_tool_loader.get_tool_catalog(bound_plugins))
+
+        if self.mcp_tool_loader:
+            for item in await self.mcp_tool_loader.get_tool_catalog(
+                bound_mcp_servers,
+                include_resource_tools=include_mcp_resource_tools,
+            ):
+                catalog.append(item)
+
+        return catalog
+
    async def get_tool_by_name(self, name: str) -> tool_loader.ToolLookupResult | None:
        """Get tool by name from any active loader."""
        for active_loader in (
@@ -100,21 +143,130 @@ class ToolManager:

        return tools

+    def _get_query_session_id(self, query: pipeline_query.Query) -> str | None:
+        launcher_type = getattr(query, 'launcher_type', None)
+        launcher_id = getattr(query, 'launcher_id', None)
+        if launcher_type is None or launcher_id is None:
+            return None
+
+        launcher_type_value = launcher_type.value if hasattr(launcher_type, 'value') else launcher_type
+        return f'{launcher_type_value}_{launcher_id}'
+
+    async def _record_tool_call(
+        self,
+        *,
+        name: str,
+        source: str,
+        parameters: dict,
+        query: pipeline_query.Query,
+        duration_ms: int,
+        status: str,
+        result: typing.Any = None,
+        error_message: str | None = None,
+    ) -> None:
+        monitoring_service = getattr(self.ap, 'monitoring_service', None)
+        if not monitoring_service:
+            return
+
+        variables = getattr(query, 'variables', {}) or {}
+        message_id = variables.get('_monitoring_message_id') if isinstance(variables, dict) else None
+        bot_name = variables.get('_monitoring_bot_name') if isinstance(variables, dict) else None
+        pipeline_name = variables.get('_monitoring_pipeline_name') if isinstance(variables, dict) else None
+
+        try:
+            await monitoring_service.record_tool_call(
+                tool_name=name,
+                tool_source=source,
+                duration=duration_ms,
+                status=status,
+                bot_id=getattr(query, 'bot_uuid', None),
+                bot_name=bot_name,
+                pipeline_name=pipeline_name,
+                session_id=self._get_query_session_id(query),
+                message_id=message_id,
+                arguments=parameters,
+                result=result,
+                error_message=error_message,
+            )
+        except Exception as e:
+            self.ap.logger.warning(f'Failed to record tool call: {e}')
+
+    async def _invoke_tool_with_monitoring(
+        self,
+        *,
+        source: str,
+        name: str,
+        parameters: dict,
+        query: pipeline_query.Query,
+        invoke: typing.Callable[[], typing.Awaitable[typing.Any]],
+    ) -> typing.Any:
+        start_time = time.perf_counter()
+        try:
+            result = await invoke()
+        except Exception as e:
+            duration_ms = int((time.perf_counter() - start_time) * 1000)
+            await self._record_tool_call(
+                name=name,
+                source=source,
+                parameters=parameters,
+                query=query,
+                duration_ms=duration_ms,
+                status='error',
+                error_message=str(e),
+            )
+            raise
+
+        duration_ms = int((time.perf_counter() - start_time) * 1000)
+        await self._record_tool_call(
+            name=name,
+            source=source,
+            parameters=parameters,
+            query=query,
+            duration_ms=duration_ms,
+            status='success',
+            result=result,
+        )
+        return result
+
    async def execute_func_call(self, name: str, parameters: dict, query: pipeline_query.Query) -> typing.Any:
        from langbot.pkg.telemetry import features as telemetry_features

        if await self.native_tool_loader.has_tool(name):
            telemetry_features.increment(query, 'tool_calls', 'native')
-            return await self.native_tool_loader.invoke_tool(name, parameters, query)
+            return await self._invoke_tool_with_monitoring(
+                source='native',
+                name=name,
+                parameters=parameters,
+                query=query,
+                invoke=lambda: self.native_tool_loader.invoke_tool(name, parameters, query),
+            )
        if await self.plugin_tool_loader.has_tool(name):
            telemetry_features.increment(query, 'tool_calls', 'plugin')
-            return await self.plugin_tool_loader.invoke_tool(name, parameters, query)
+            return await self._invoke_tool_with_monitoring(
+                source='plugin',
+                name=name,
+                parameters=parameters,
+                query=query,
+                invoke=lambda: self.plugin_tool_loader.invoke_tool(name, parameters, query),
+            )
        if await self.mcp_tool_loader.has_tool(name):
            telemetry_features.increment(query, 'tool_calls', 'mcp')
-            return await self.mcp_tool_loader.invoke_tool(name, parameters, query)
+            return await self._invoke_tool_with_monitoring(
+                source='mcp',
+                name=name,
+                parameters=parameters,
+                query=query,
+                invoke=lambda: self.mcp_tool_loader.invoke_tool(name, parameters, query),
+            )
        if await self.skill_tool_loader.has_tool(name):
            telemetry_features.increment(query, 'tool_calls', 'skill')
-            return await self.skill_tool_loader.invoke_tool(name, parameters, query)
+            return await self._invoke_tool_with_monitoring(
+                source='skill',
+                name=name,
+                parameters=parameters,
+                query=query,
+                invoke=lambda: self.skill_tool_loader.invoke_tool(name, parameters, query),
+            )
        raise ToolNotFoundError(name)

    async def shutdown(self):
@@ -1,4 +1,3 @@
-admins: []
 api:
    port: 5300
    webhook_prefix: 'http://127.0.0.1:5300'
@@ -118,20 +118,6 @@ stages:
        default:
          - role: system
            content: "You are a helpful assistant."
-      - name: knowledge-bases
-        label:
-          en_US: Knowledge Bases
-          zh_Hans: 知识库
-        description:
-          en_US: Configure the knowledge bases to use for the agent, if not selected, the agent will directly use the LLM to reply
-          zh_Hans: 配置用于提升回复质量的知识库，若不选择，则直接使用大模型回复
-        type: knowledge-base-multi-selector
-        required: false
-        default: []
-        show_if:
-          field: __system.is_wizard
-          operator: neq
-          value: true
      - name: box-session-id-template
        label:
          en_US: Sandbox Scope
@@ -254,6 +240,34 @@ stages:
          field: rerank-model
          operator: neq
          value: ''
+      - name: tools
+        label:
+          en_US: Tools
+          zh_Hans: 工具
+        description:
+          en_US: Select plugin, MCP, skill, and built-in tools available to this Local Agent.
+          zh_Hans: 选择此内置 Agent 可以调用的插件、MCP、技能和内置工具。
+        type: rich-tools-selector
+        required: false
+        default: []
+        show_if:
+          field: __system.is_wizard
+          operator: neq
+          value: true
+      - name: knowledge-bases
+        label:
+          en_US: Resources
+          zh_Hans: 资源
+        description:
+          en_US: Select MCP resources and knowledge bases available to this Local Agent.
+          zh_Hans: 选择此内置 Agent 可以读取的 MCP 资源和知识库。
+        type: resources-selector
+        required: false
+        default: []
+        show_if:
+          field: __system.is_wizard
+          operator: neq
+          value: true
  - name: dify-service-api
    label:
      en_US: Dify Service API
@@ -81,6 +81,7 @@ def fake_monitoring_app():
    )
    app.monitoring_service.get_messages = AsyncMock(return_value=([{'id': 'msg-1', 'content': 'test'}], 100))
    app.monitoring_service.get_llm_calls = AsyncMock(return_value=([{'id': 'llm-1'}], 50))
+    app.monitoring_service.get_tool_calls = AsyncMock(return_value=([{'id': 'tool-1'}], 5))
    app.monitoring_service.get_embedding_calls = AsyncMock(return_value=([{'id': 'emb-1'}], 10))
    app.monitoring_service.get_sessions = AsyncMock(return_value=([{'session_id': 'sess-1'}], 20))
    app.monitoring_service.get_errors = AsyncMock(return_value=([{'id': 'err-1'}], 2))
@@ -90,6 +90,56 @@ class TestMCPServiceGetRuntimeInfo:
        assert result is None


+class TestMCPServiceResources:
+    """Tests for MCP resource helpers."""
+
+    async def test_get_resource_templates_delegates_to_loader(self):
+        ap = SimpleNamespace()
+        ap.tool_mgr = SimpleNamespace()
+        ap.tool_mgr.mcp_tool_loader = SimpleNamespace()
+        ap.tool_mgr.mcp_tool_loader.get_resource_templates = AsyncMock(
+            return_value=[{'uri_template': 'file:///{path}', 'name': 'files'}]
+        )
+
+        service = MCPService(ap)
+
+        result = await service.get_mcp_server_resource_templates('docs')
+
+        assert result == [{'uri_template': 'file:///{path}', 'name': 'files'}]
+        ap.tool_mgr.mcp_tool_loader.get_resource_templates.assert_awaited_once_with('docs')
+
+    async def test_read_resource_envelope_uses_ui_preview_source(self):
+        ap = SimpleNamespace()
+        ap.tool_mgr = SimpleNamespace()
+        ap.tool_mgr.mcp_tool_loader = SimpleNamespace()
+        ap.tool_mgr.mcp_tool_loader.read_resource_envelope = AsyncMock(
+            return_value={
+                'server_name': 'docs',
+                'uri': 'file:///README.md',
+                'contents': [],
+                'source': 'ui_preview',
+            }
+        )
+
+        service = MCPService(ap)
+
+        result = await service.read_mcp_server_resource_envelope(
+            'docs',
+            'file:///README.md',
+            max_bytes=4096,
+            include_blob=True,
+        )
+
+        assert result['source'] == 'ui_preview'
+        ap.tool_mgr.mcp_tool_loader.read_resource_envelope.assert_awaited_once_with(
+            'docs',
+            'file:///README.md',
+            include_blob=True,
+            source='ui_preview',
+            max_bytes=4096,
+        )
+
+
 class TestMCPServiceGetMCPServers:
    """Tests for get_mcp_servers method."""

@@ -230,6 +280,25 @@ class TestMCPServiceCreateMCPServer:
        assert server_uuid is not None
        assert len(server_uuid) == 36  # UUID format

+    async def test_create_mcp_server_duplicate_name_raises(self):
+        """Rejects duplicate MCP server names."""
+        # Setup
+        ap = SimpleNamespace()
+        ap.persistence_mgr = SimpleNamespace()
+        ap.instance_config = SimpleNamespace()
+        ap.instance_config.data = {'system': {'limitation': {'max_extensions': -1}}}
+        ap.tool_mgr = None
+
+        existing_server = _create_mock_mcp_server(name='Existing Server')
+        ap.persistence_mgr.execute_async = AsyncMock(return_value=_create_mock_result(first_item=existing_server))
+        ap.persistence_mgr.serialize_model = Mock(return_value={})
+
+        service = MCPService(ap)
+
+        # Execute & Verify
+        with pytest.raises(ValueError, match='MCP server already exists: Existing Server'):
+            await service.create_mcp_server({'name': 'Existing Server'})
+
    async def test_create_mcp_server_loads_server(self):
        """Loads server into tool_mgr when enabled."""
        # Setup
@@ -251,7 +320,7 @@ class TestMCPServiceCreateMCPServer:
            nonlocal call_count
            call_count += 1
            if call_count == 1:
-                return _create_mock_result([])  # Empty list for limit check
+                return _create_mock_result([])  # Empty result for duplicate-name check
            elif call_count == 2:
                return Mock()  # Insert
            return _create_mock_result(first_item=server_entity)  # Select created
@@ -348,6 +348,8 @@ class TestPipelineServiceCreatePipeline:
            'enable_all_mcp_servers': True,
            'plugins': [],
            'mcp_servers': [],
+            'mcp_resources': [],
+            'mcp_resource_agent_read_enabled': True,
        }


@@ -814,6 +816,47 @@ class TestPipelineServiceUpdatePipelineExtensions:
        # Verify - persistence was called
        ap.persistence_mgr.execute_async.assert_called()

+    async def test_update_extensions_preserves_mcp_resource_agent_read_when_omitted(self):
+        """Does not reset mcp_resource_agent_read_enabled when omitted by older clients."""
+        ap = SimpleNamespace()
+        ap.persistence_mgr = SimpleNamespace()
+        ap.pipeline_mgr = SimpleNamespace()
+        ap.pipeline_mgr.remove_pipeline = AsyncMock()
+        ap.pipeline_mgr.load_pipeline = AsyncMock()
+
+        original_pipeline = _create_mock_pipeline(
+            extensions_preferences={
+                'enable_all_plugins': True,
+                'enable_all_mcp_servers': True,
+                'plugins': [],
+                'mcp_servers': [],
+                'mcp_resources': [{'server_uuid': 'srv-1', 'uri': 'file:///README.md'}],
+                'mcp_resource_agent_read_enabled': False,
+            }
+        )
+
+        call_count = 0
+
+        async def mock_execute(query):
+            nonlocal call_count
+            call_count += 1
+            if call_count == 1:
+                return _create_mock_result(first_item=original_pipeline)
+            return Mock()
+
+        ap.persistence_mgr.execute_async = AsyncMock(side_effect=mock_execute)
+        ap.persistence_mgr.serialize_model = Mock(return_value={'uuid': 'test-uuid'})
+
+        service = PipelineService(ap)
+        service.get_pipeline = AsyncMock(return_value={'uuid': 'test-uuid'})
+
+        await service.update_pipeline_extensions('test-uuid', bound_plugins=[])
+
+        assert original_pipeline.extensions_preferences['mcp_resource_agent_read_enabled'] is False
+        assert original_pipeline.extensions_preferences['mcp_resources'] == [
+            {'server_uuid': 'srv-1', 'uri': 'file:///README.md'}
+        ]
+

 class TestDefaultStageOrder:
    """Tests for default_stage_order constant."""
@@ -0,0 +1,76 @@
+from __future__ import annotations
+
+import sys
+import types
+from importlib import import_module
+from types import SimpleNamespace
+from unittest.mock import AsyncMock
+
+import pytest
+import quart
+
+core_app_module = types.ModuleType('langbot.pkg.core.app')
+core_app_module.Application = object
+sys.modules.setdefault('langbot.pkg.core.app', core_app_module)
+
+
+pytestmark = pytest.mark.asyncio
+
+
+async def _create_test_client(mcp_service: SimpleNamespace):
+    app = quart.Quart(__name__)
+    user_service = SimpleNamespace(
+        verify_jwt_token=AsyncMock(return_value='test@example.com'),
+        get_user_by_email=AsyncMock(return_value=SimpleNamespace(user='test@example.com')),
+    )
+    ap = SimpleNamespace(mcp_service=mcp_service, user_service=user_service)
+    MCPRouterGroup = import_module('langbot.pkg.api.http.controller.groups.resources.mcp').MCPRouterGroup
+    group = MCPRouterGroup(ap, app)
+    await group.initialize()
+    return app.test_client()
+
+
+async def test_mcp_server_route_accepts_encoded_slash_name():
+    mcp_service = SimpleNamespace(
+        get_mcp_server_by_name=AsyncMock(
+            return_value={
+                'uuid': 'test-uuid',
+                'name': 'pab1it0/prometheus',
+                'enable': True,
+                'mode': 'stdio',
+                'extra_args': {},
+            }
+        )
+    )
+    client = await _create_test_client(mcp_service)
+
+    response = await client.get(
+        '/api/v1/mcp/servers/pab1it0%2Fprometheus',
+        headers={'Authorization': 'Bearer test-token'},
+    )
+
+    assert response.status_code == 200
+    mcp_service.get_mcp_server_by_name.assert_awaited_once_with('pab1it0/prometheus')
+    payload = await response.get_json()
+    assert payload['data']['server']['name'] == 'pab1it0/prometheus'
+
+
+async def test_mcp_resource_route_accepts_encoded_slash_name():
+    mcp_service = SimpleNamespace(
+        get_mcp_server_by_name=AsyncMock(),
+        get_mcp_server_resources=AsyncMock(return_value=[]),
+        get_mcp_server_resource_templates=AsyncMock(return_value=[]),
+        get_runtime_info=AsyncMock(return_value={'resource_capabilities': {'subscribe': False}}),
+    )
+    client = await _create_test_client(mcp_service)
+
+    response = await client.get(
+        '/api/v1/mcp/servers/pab1it0%2Fprometheus/resources',
+        headers={'Authorization': 'Bearer test-token'},
+    )
+
+    assert response.status_code == 200
+    mcp_service.get_mcp_server_by_name.assert_not_awaited()
+    mcp_service.get_mcp_server_resources.assert_awaited_once_with('pab1it0/prometheus')
+    payload = await response.get_json()
+    assert payload['data']['resource_capabilities'] == {'subscribe': False}
@@ -162,3 +162,46 @@ async def test_runtime_pipeline_execute(mock_app, sample_query):

    # Verify stage was called
    mock_stage.process.assert_called_once()
+
+
+def test_runtime_pipeline_prefers_local_agent_mcp_resources(mock_app):
+    """Local Agent resource selection should override legacy extension prefs."""
+    pipelinemgr = get_pipelinemgr_module()
+    persistence_pipeline = get_persistence_pipeline_module()
+
+    pipeline_entity = Mock(spec=persistence_pipeline.LegacyPipeline)
+    pipeline_entity.config = {
+        'ai': {
+            'local-agent': {
+                'mcp-resources': [{'server_uuid': 'srv-new', 'uri': 'file:///new.md'}],
+                'mcp-resource-agent-read-enabled': False,
+            }
+        }
+    }
+    pipeline_entity.extensions_preferences = {
+        'mcp_resources': [{'server_uuid': 'srv-old', 'uri': 'file:///old.md'}],
+        'mcp_resource_agent_read_enabled': True,
+    }
+
+    runtime_pipeline = pipelinemgr.RuntimePipeline(mock_app, pipeline_entity, [])
+
+    assert runtime_pipeline.mcp_resource_attachments == [{'server_uuid': 'srv-new', 'uri': 'file:///new.md'}]
+    assert runtime_pipeline.mcp_resource_agent_read_enabled is False
+
+
+def test_runtime_pipeline_falls_back_to_extension_mcp_resources(mock_app):
+    """Existing extension prefs remain compatible until a Local Agent value exists."""
+    pipelinemgr = get_pipelinemgr_module()
+    persistence_pipeline = get_persistence_pipeline_module()
+
+    pipeline_entity = Mock(spec=persistence_pipeline.LegacyPipeline)
+    pipeline_entity.config = {'ai': {'local-agent': {}}}
+    pipeline_entity.extensions_preferences = {
+        'mcp_resources': [{'server_uuid': 'srv-old', 'uri': 'file:///old.md'}],
+        'mcp_resource_agent_read_enabled': False,
+    }
+
+    runtime_pipeline = pipelinemgr.RuntimePipeline(mock_app, pipeline_entity, [])
+
+    assert runtime_pipeline.mcp_resource_attachments == [{'server_uuid': 'srv-old', 'uri': 'file:///old.md'}]
+    assert runtime_pipeline.mcp_resource_agent_read_enabled is False
@@ -14,6 +14,7 @@ from __future__ import annotations
 import pytest
 from unittest.mock import AsyncMock, Mock
 from importlib import import_module
+from types import SimpleNamespace

 from tests.factories import (
    FakeApp,
@@ -431,3 +432,60 @@ class TestPreProcessorVariables:
        variables = result.new_query.variables
        assert 'group_name' in variables
        assert 'sender_name' in variables
+
+
+class TestPreProcessorToolSelection:
+    """Tests for Local Agent tool selection."""
+
+    @pytest.mark.asyncio
+    async def test_local_agent_filters_selected_tools(self):
+        """Only selected tools should be exposed when all-tools mode is off."""
+        preproc = get_preproc_module()
+
+        app = FakeApp()
+        mock_session = Mock()
+        mock_session.launcher_type = Mock(value='person')
+        mock_session.launcher_id = 12345
+        app.sess_mgr.get_session = AsyncMock(return_value=mock_session)
+
+        mock_conversation = Mock()
+        mock_conversation.prompt = Mock(messages=[])
+        mock_conversation.prompt.copy = Mock(return_value=Mock(messages=[]))
+        mock_conversation.messages = []
+        mock_conversation.uuid = None
+        app.sess_mgr.get_conversation = AsyncMock(return_value=mock_conversation)
+
+        mock_model = Mock()
+        mock_model.model_entity = Mock(uuid='primary-model-uuid', abilities=['func_call'])
+        app.model_mgr.get_model_by_uuid = AsyncMock(return_value=mock_model)
+        app.tool_mgr.get_all_tools = AsyncMock(
+            return_value=[
+                SimpleNamespace(name='exec'),
+                SimpleNamespace(name='plugin_tool'),
+                SimpleNamespace(name='mcp_tool'),
+            ]
+        )
+
+        mock_event_ctx = Mock()
+        mock_event_ctx.event = Mock(default_prompt=[], prompt=[])
+        app.plugin_connector.emit_event = AsyncMock(return_value=mock_event_ctx)
+
+        stage = preproc.PreProcessor(app)
+        query = text_query('hello')
+        query.pipeline_config = {
+            'ai': {
+                'runner': {'runner': 'local-agent'},
+                'local-agent': {
+                    'model': {'primary': 'primary-model-uuid', 'fallbacks': []},
+                    'prompt': 'default',
+                    'enable-all-tools': False,
+                    'tools': ['plugin_tool'],
+                },
+            },
+            'output': {'misc': {'at-sender': False}},
+            'trigger': {'misc': {}},
+        }
+
+        result = await stage.process(query, 'PreProcessor')
+
+        assert [tool.name for tool in result.new_query.use_funcs] == ['plugin_tool']
@@ -0,0 +1,538 @@
+import pytest
+import aiocqhttp
+
+import langbot_plugin.api.entities.builtin.platform.message as platform_message
+from langbot.pkg.platform.sources.aiocqhttp import (
+    AiocqhttpAdapter,
+    AiocqhttpEventConverter,
+    AiocqhttpMessageConverter,
+)
+
+
+async def _convert_single(component: platform_message.MessageComponent):
+    chain = platform_message.MessageChain([component])
+    message, _, _ = await AiocqhttpMessageConverter.yiri2target(chain)
+    return message[0]
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    ('payload', 'expected'),
+    [
+        ('data:image/jpeg;base64,raw-image', 'base64://raw-image'),
+        ('raw-image', 'base64://raw-image'),
+        ('base64://raw-image', 'base64://raw-image'),
+    ],
+)
+async def test_image_base64_payload_is_normalized(payload, expected):
+    segment = await _convert_single(platform_message.Image(base64=payload))
+
+    assert segment.type == 'image'
+    assert segment.data['file'] == expected
+
+
+@pytest.mark.asyncio
+async def test_voice_data_uri_base64_payload_is_normalized():
+    segment = await _convert_single(platform_message.Voice(base64='data:audio/wav;base64,raw-voice'))
+
+    assert segment.type == 'record'
+    assert segment.data['file'] == 'base64://raw-voice'
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize(
+    ('component', 'expected'),
+    [
+        (
+            platform_message.File(name='report.txt', base64='data:text/plain;base64,raw-file'),
+            {'file': 'base64://raw-file', 'name': 'report.txt'},
+        ),
+        (
+            platform_message.File(name='report.txt', base64='raw-file'),
+            {'file': 'base64://raw-file', 'name': 'report.txt'},
+        ),
+        (
+            platform_message.File(name='a.txt', url='http://example.com/a.txt'),
+            {'file': 'http://example.com/a.txt', 'name': 'a.txt'},
+        ),
+        (
+            platform_message.File(name='a.txt', path='/tmp/a.txt'),
+            {'file': '/tmp/a.txt', 'name': 'a.txt'},
+        ),
+    ],
+)
+async def test_file_message_uses_available_file_source(component, expected):
+    segment = await _convert_single(component)
+
+    assert segment.type == 'file'
+    assert segment.data == expected
+
+
+@pytest.mark.asyncio
+async def test_forward_image_base64_payload_is_normalized():
+    forward = platform_message.Forward(
+        node_list=[
+            platform_message.ForwardMessageNode(
+                sender_id='10001',
+                sender_name='Tester',
+                message_chain=platform_message.MessageChain(
+                    [platform_message.Image(base64='data:image/png;base64,raw-forward-image')]
+                ),
+            )
+        ]
+    )
+    messages = []
+
+    class Logger:
+        async def info(self, _message):
+            return None
+
+        async def error(self, _message):
+            return None
+
+    class Bot:
+        async def call_action(self, action, **kwargs):
+            assert action == 'send_forward_msg'
+            messages.append(kwargs)
+
+    platform = AiocqhttpAdapter.model_construct(
+        bot_account_id='10000',
+        config={},
+        logger=Logger(),
+        bot=Bot(),
+    )
+
+    await platform._send_forward_message(1000, forward)
+
+    assert messages[0]['messages'][0]['data']['content'][0] == {
+        'type': 'image',
+        'data': {'file': 'base64://raw-forward-image'},
+    }
+
+
+@pytest.mark.asyncio
+async def test_group_message_member_name_prefers_group_card():
+    event = aiocqhttp.Event(
+        {
+            'post_type': 'message',
+            'message_type': 'group',
+            'message_id': 1000,
+            'message': '',
+            'time': 1776491725,
+            'group_id': 2000,
+            'sender': {
+                'user_id': 3000,
+                'nickname': 'QQ Nickname',
+                'card': 'Group Card',
+                'role': 'member',
+                'title': 'Special Title',
+            },
+        }
+    )
+
+    class Bot:
+        async def get_group_info(self, group_id):
+            assert group_id == 2000
+            return {'group_id': group_id, 'group_name': 'Test Group'}
+
+    converted = await AiocqhttpEventConverter().target2yiri(event, Bot())
+
+    assert converted.sender.member_name == 'Group Card'
+    assert converted.sender.group.id == 2000
+    assert converted.sender.group.name == 'Test Group'
+    assert converted.sender.special_title == 'Special Title'
+
+
+@pytest.mark.asyncio
+async def test_group_message_member_name_falls_back_to_nickname():
+    event = aiocqhttp.Event(
+        {
+            'post_type': 'message',
+            'message_type': 'group',
+            'message_id': 1000,
+            'message': '',
+            'time': 1776491725,
+            'group_id': 2000,
+            'sender': {
+                'user_id': 3000,
+                'nickname': 'QQ Nickname',
+                'card': '',
+                'role': 'member',
+            },
+        }
+    )
+
+    converted = await AiocqhttpEventConverter().target2yiri(event)
+
+    assert converted.sender.member_name == 'QQ Nickname'
+
+
+@pytest.mark.asyncio
+async def test_group_message_special_title_uses_group_member_info_when_sender_title_is_empty():
+    event = aiocqhttp.Event(
+        {
+            'post_type': 'message',
+            'message_type': 'group',
+            'message_id': 1000,
+            'message': '',
+            'time': 1776491725,
+            'group_id': 2000,
+            'sender': {
+                'user_id': 3000,
+                'nickname': 'QQ Nickname',
+                'card': 'Group Card',
+                'role': 'member',
+                'title': '',
+            },
+        }
+    )
+
+    class Bot:
+        async def get_group_info(self, group_id):
+            return {'group_id': group_id, 'group_name': 'Test Group'}
+
+        async def get_group_member_info(self, group_id, user_id):
+            assert group_id == 2000
+            assert user_id == 3000
+            return {'group_id': group_id, 'user_id': user_id, 'title': 'Member Title'}
+
+    converted = await AiocqhttpEventConverter().target2yiri(event, Bot())
+
+    assert converted.sender.special_title == 'Member Title'
+
+
+@pytest.mark.asyncio
+async def test_group_message_special_title_does_not_lookup_when_sender_title_exists():
+    event = aiocqhttp.Event(
+        {
+            'post_type': 'message',
+            'message_type': 'group',
+            'message_id': 1000,
+            'message': '',
+            'time': 1776491725,
+            'group_id': 2000,
+            'sender': {
+                'user_id': 3000,
+                'nickname': 'QQ Nickname',
+                'card': 'Group Card',
+                'role': 'member',
+                'title': 'Event Title',
+            },
+        }
+    )
+
+    class Bot:
+        async def get_group_info(self, group_id):
+            return {'group_id': group_id, 'group_name': 'Test Group'}
+
+        async def get_group_member_info(self, group_id, user_id):
+            raise AssertionError('get_group_member_info should not be called')
+
+    converted = await AiocqhttpEventConverter().target2yiri(event, Bot())
+
+    assert converted.sender.special_title == 'Event Title'
+
+
+@pytest.mark.asyncio
+async def test_group_message_special_title_member_info_failure_is_cached(monkeypatch):
+    event = aiocqhttp.Event(
+        {
+            'post_type': 'message',
+            'message_type': 'group',
+            'message_id': 1000,
+            'message': '',
+            'time': 1776491725,
+            'group_id': 2000,
+            'sender': {
+                'user_id': 3000,
+                'nickname': 'QQ Nickname',
+                'card': 'Group Card',
+                'role': 'member',
+                'title': '',
+            },
+        }
+    )
+    now = 1000.0
+
+    class Bot:
+        member_info_calls = 0
+
+        async def get_group_info(self, group_id):
+            return {'group_id': group_id, 'group_name': 'Test Group'}
+
+        async def get_group_member_info(self, group_id, user_id):
+            self.member_info_calls += 1
+            raise RuntimeError('api unavailable')
+
+    monkeypatch.setattr('langbot.pkg.platform.sources.aiocqhttp.time.monotonic', lambda: now)
+
+    bot = Bot()
+    converter = AiocqhttpEventConverter()
+
+    first = await converter.target2yiri(event, bot)
+    second = await converter.target2yiri(event, bot)
+
+    assert first.sender.special_title == ''
+    assert second.sender.special_title == ''
+    assert bot.member_info_calls == 1
+
+
+@pytest.mark.asyncio
+async def test_group_message_special_title_member_info_cache_expires(monkeypatch):
+    event = aiocqhttp.Event(
+        {
+            'post_type': 'message',
+            'message_type': 'group',
+            'message_id': 1000,
+            'message': '',
+            'time': 1776491725,
+            'group_id': 2000,
+            'sender': {
+                'user_id': 3000,
+                'nickname': 'QQ Nickname',
+                'card': 'Group Card',
+                'role': 'member',
+                'title': '',
+            },
+        }
+    )
+    now = 1000.0
+
+    class Bot:
+        member_info_calls = 0
+
+        async def get_group_info(self, group_id):
+            return {'group_id': group_id, 'group_name': 'Test Group'}
+
+        async def get_group_member_info(self, group_id, user_id):
+            self.member_info_calls += 1
+            return {
+                'group_id': group_id,
+                'user_id': user_id,
+                'title': f'Member Title {self.member_info_calls}',
+            }
+
+    monkeypatch.setattr('langbot.pkg.platform.sources.aiocqhttp.time.monotonic', lambda: now)
+
+    bot = Bot()
+    converter = AiocqhttpEventConverter()
+
+    first = await converter.target2yiri(event, bot)
+    now = 87401.0
+    second = await converter.target2yiri(event, bot)
+
+    assert first.sender.special_title == 'Member Title 1'
+    assert second.sender.special_title == 'Member Title 2'
+    assert bot.member_info_calls == 2
+
+
+@pytest.mark.asyncio
+async def test_group_message_special_title_retries_after_negative_cache_expires(monkeypatch):
+    event = aiocqhttp.Event(
+        {
+            'post_type': 'message',
+            'message_type': 'group',
+            'message_id': 1000,
+            'message': '',
+            'time': 1776491725,
+            'group_id': 2000,
+            'sender': {
+                'user_id': 3000,
+                'nickname': 'QQ Nickname',
+                'card': 'Group Card',
+                'role': 'member',
+                'title': '',
+            },
+        }
+    )
+    now = 1000.0
+
+    class Bot:
+        member_info_calls = 0
+
+        async def get_group_info(self, group_id):
+            return {'group_id': group_id, 'group_name': 'Test Group'}
+
+        async def get_group_member_info(self, group_id, user_id):
+            self.member_info_calls += 1
+            if self.member_info_calls == 1:
+                raise RuntimeError('api unavailable')
+            return {'group_id': group_id, 'user_id': user_id, 'title': 'Recovered Title'}
+
+    monkeypatch.setattr('langbot.pkg.platform.sources.aiocqhttp.time.monotonic', lambda: now)
+
+    bot = Bot()
+    converter = AiocqhttpEventConverter()
+
+    failed = await converter.target2yiri(event, bot)
+    now = 1601.0
+    recovered = await converter.target2yiri(event, bot)
+
+    assert failed.sender.special_title == ''
+    assert recovered.sender.special_title == 'Recovered Title'
+    assert bot.member_info_calls == 2
+
+
+@pytest.mark.asyncio
+async def test_group_message_group_name_is_cached(monkeypatch):
+    event = aiocqhttp.Event(
+        {
+            'post_type': 'message',
+            'message_type': 'group',
+            'message_id': 1000,
+            'message': '',
+            'time': 1776491725,
+            'group_id': 2000,
+            'sender': {
+                'user_id': 3000,
+                'nickname': 'QQ Nickname',
+                'card': 'Group Card',
+                'role': 'member',
+            },
+        }
+    )
+
+    class Bot:
+        calls = 0
+
+        async def get_group_info(self, group_id):
+            self.calls += 1
+            assert group_id == 2000
+            return {'group_id': group_id, 'group_name': 'Cached Group'}
+
+    monotonic = 1000.0
+    monkeypatch.setattr('langbot.pkg.platform.sources.aiocqhttp.time.monotonic', lambda: monotonic)
+
+    bot = Bot()
+    converter = AiocqhttpEventConverter()
+
+    first = await converter.target2yiri(event, bot)
+    second = await converter.target2yiri(event, bot)
+
+    assert first.sender.group.name == 'Cached Group'
+    assert second.sender.group.name == 'Cached Group'
+    assert bot.calls == 1
+
+
+@pytest.mark.asyncio
+async def test_group_message_group_name_cache_expires(monkeypatch):
+    event = aiocqhttp.Event(
+        {
+            'post_type': 'message',
+            'message_type': 'group',
+            'message_id': 1000,
+            'message': '',
+            'time': 1776491725,
+            'group_id': 2000,
+            'sender': {
+                'user_id': 3000,
+                'nickname': 'QQ Nickname',
+                'card': 'Group Card',
+                'role': 'member',
+            },
+        }
+    )
+    now = 1000.0
+
+    class Bot:
+        calls = 0
+
+        async def get_group_info(self, group_id):
+            self.calls += 1
+            return {'group_id': group_id, 'group_name': f'Group Name {self.calls}'}
+
+    monkeypatch.setattr('langbot.pkg.platform.sources.aiocqhttp.time.monotonic', lambda: now)
+
+    bot = Bot()
+    converter = AiocqhttpEventConverter()
+
+    first = await converter.target2yiri(event, bot)
+    now = 4601.0
+    second = await converter.target2yiri(event, bot)
+
+    assert first.sender.group.name == 'Group Name 1'
+    assert second.sender.group.name == 'Group Name 2'
+    assert bot.calls == 2
+
+
+@pytest.mark.asyncio
+async def test_group_message_group_name_uses_placeholder_when_lookup_fails(monkeypatch):
+    event = aiocqhttp.Event(
+        {
+            'post_type': 'message',
+            'message_type': 'group',
+            'message_id': 1000,
+            'message': '',
+            'time': 1776491725,
+            'group_id': 2000,
+            'sender': {
+                'user_id': 3000,
+                'nickname': 'QQ Nickname',
+                'card': 'Group Card',
+                'role': 'member',
+            },
+        }
+    )
+    now = 1000.0
+
+    class Bot:
+        calls = 0
+
+        async def get_group_info(self, group_id):
+            self.calls += 1
+            raise RuntimeError('api unavailable')
+
+    monkeypatch.setattr('langbot.pkg.platform.sources.aiocqhttp.time.monotonic', lambda: now)
+
+    bot = Bot()
+    converter = AiocqhttpEventConverter()
+
+    converted = await converter.target2yiri(event, bot)
+    cached_failure = await converter.target2yiri(event, bot)
+
+    assert converted.sender.group.name == 'Group 2000'
+    assert cached_failure.sender.group.name == 'Group 2000'
+    assert bot.calls == 1
+
+
+@pytest.mark.asyncio
+async def test_group_message_group_name_retries_after_negative_cache_expires(monkeypatch):
+    event = aiocqhttp.Event(
+        {
+            'post_type': 'message',
+            'message_type': 'group',
+            'message_id': 1000,
+            'message': '',
+            'time': 1776491725,
+            'group_id': 2000,
+            'sender': {
+                'user_id': 3000,
+                'nickname': 'QQ Nickname',
+                'card': 'Group Card',
+                'role': 'member',
+            },
+        }
+    )
+    now = 1000.0
+
+    class Bot:
+        calls = 0
+
+        async def get_group_info(self, group_id):
+            self.calls += 1
+            if self.calls == 1:
+                raise RuntimeError('api unavailable')
+            return {'group_id': group_id, 'group_name': 'Recovered Group'}
+
+    monkeypatch.setattr('langbot.pkg.platform.sources.aiocqhttp.time.monotonic', lambda: now)
+
+    bot = Bot()
+    converter = AiocqhttpEventConverter()
+
+    failed = await converter.target2yiri(event, bot)
+    now = 1061.0
+    recovered = await converter.target2yiri(event, bot)
+
+    assert failed.sender.group.name == 'Group 2000'
+    assert recovered.sender.group.name == 'Recovered Group'
+    assert bot.calls == 2
@@ -0,0 +1,91 @@
+from types import SimpleNamespace
+from unittest.mock import AsyncMock
+
+import pytest
+
+import langbot_plugin.api.definition.abstract.platform.event_logger as abstract_platform_logger
+import langbot_plugin.api.entities.builtin.platform.message as platform_message
+from langbot.pkg.platform.sources.wecomcs import WecomCSAdapter
+
+
+class DummyLogger(abstract_platform_logger.AbstractEventLogger):
+    async def info(self, *args, **kwargs):
+        pass
+
+    async def debug(self, *args, **kwargs):
+        pass
+
+    async def warning(self, *args, **kwargs):
+        pass
+
+    async def error(self, *args, **kwargs):
+        pass
+
+
+def make_adapter():
+    return WecomCSAdapter(
+        config={
+            'corpid': 'corp-id',
+            'secret': 'secret',
+            'token': 'token',
+            'EncodingAESKey': 'encoding-key',
+        },
+        logger=DummyLogger(),
+    )
+
+
+@pytest.mark.asyncio
+async def test_send_message_sends_text_to_customer_service_user():
+    adapter = make_adapter()
+    adapter.bot_account_id = 'kf-test'
+    adapter.bot = SimpleNamespace(send_text_msg=AsyncMock())
+
+    message = platform_message.MessageChain([platform_message.Plain(text='hello')])
+
+    await adapter.send_message('person', 'uexternal-user', message)
+
+    adapter.bot.send_text_msg.assert_awaited_once()
+    kwargs = adapter.bot.send_text_msg.await_args.kwargs
+    assert kwargs['open_kfid'] == 'kf-test'
+    assert kwargs['external_userid'] == 'external-user'
+    assert kwargs['content'] == 'hello'
+    assert kwargs['msgid'].startswith('langbot_')
+
+
+@pytest.mark.asyncio
+async def test_send_message_allows_explicit_open_kfid_in_target_id():
+    adapter = make_adapter()
+    adapter.bot = SimpleNamespace(send_text_msg=AsyncMock())
+
+    message = platform_message.MessageChain([platform_message.Plain(text='hello')])
+
+    await adapter.send_message('person', 'kf-explicit|uexternal-user', message)
+
+    kwargs = adapter.bot.send_text_msg.await_args.kwargs
+    assert kwargs['open_kfid'] == 'kf-explicit'
+    assert kwargs['external_userid'] == 'external-user'
+
+
+@pytest.mark.asyncio
+async def test_send_message_requires_open_kfid():
+    adapter = make_adapter()
+    adapter.bot = SimpleNamespace(send_text_msg=AsyncMock())
+    message = platform_message.MessageChain([platform_message.Plain(text='hello')])
+
+    with pytest.raises(ValueError, match='open_kfid is required'):
+        await adapter.send_message('person', 'uexternal-user', message)
+
+    adapter.bot.send_text_msg.assert_not_called()
+
+
+@pytest.mark.asyncio
+async def test_send_message_rejects_group_targets():
+    adapter = make_adapter()
+    adapter.bot_account_id = 'kf-test'
+    adapter.bot = SimpleNamespace(send_text_msg=AsyncMock())
+    message = platform_message.MessageChain([platform_message.Plain(text='hello')])
+
+    with pytest.raises(ValueError, match='only supports sending messages to person'):
+        await adapter.send_message('group', 'group-id', message)
+
+    adapter.bot.send_text_msg.assert_not_called()
@@ -2,7 +2,7 @@

 import pytest

-from src.langbot.pkg.plugin.connector import PluginRuntimeConnector
+from langbot.pkg.plugin.connector import PluginRuntimeConnector


 def test_parse_plugin_id_accepts_author_name():
@@ -0,0 +1,278 @@
+from __future__ import annotations
+
+import base64
+from types import SimpleNamespace
+from unittest.mock import AsyncMock, Mock
+
+import pytest
+from mcp import types as mcp_types
+
+from langbot.pkg.provider.tools.loaders.mcp import (
+    MCP_RESOURCE_CONTEXT_QUERY_KEY,
+    MCP_RESOURCE_TRACE_QUERY_KEY,
+    MCP_TOOL_LIST_RESOURCES,
+    MCP_TOOL_READ_RESOURCE,
+    MCPLoader,
+    MCPSessionStatus,
+    RuntimeMCPSession,
+)
+from langbot.pkg.telemetry import features as telemetry_features
+
+
+def _app() -> SimpleNamespace:
+    return SimpleNamespace(logger=Mock())
+
+
+def _connected_session(
+    *,
+    name: str = 'docs',
+    uuid: str = 'srv-1',
+    resources: list[dict] | None = None,
+    templates: list[dict] | None = None,
+) -> RuntimeMCPSession:
+    session = RuntimeMCPSession(name, {'uuid': uuid, 'mode': 'remote'}, True, _app())
+    session.status = MCPSessionStatus.CONNECTED
+    session.session = SimpleNamespace(read_resource=AsyncMock())
+    session.resources = resources or [
+        {
+            'uri': 'file:///README.md',
+            'name': 'README.md',
+            'title': '',
+            'description': '',
+            'mime_type': 'text/markdown',
+            'size': None,
+            'icons': [],
+            'annotations': {},
+            '_meta': {},
+        }
+    ]
+    session.resource_templates = templates or []
+    return session
+
+
+def _query() -> SimpleNamespace:
+    return SimpleNamespace(variables={})
+
+
+@pytest.mark.asyncio
+async def test_read_resource_envelope_truncates_caches_and_records_trace():
+    session = _connected_session()
+    session.session.read_resource.return_value = mcp_types.ReadResourceResult(
+        contents=[
+            mcp_types.TextResourceContents(
+                uri='file:///README.md',
+                mimeType='text/markdown',
+                text='abcdef',
+            )
+        ]
+    )
+    query = _query()
+
+    first = await session.read_resource_envelope(
+        'file:///README.md',
+        max_bytes=4,
+        source='ui_preview',
+        query=query,
+    )
+    second = await session.read_resource_envelope(
+        'file:///README.md',
+        max_bytes=4,
+        source='agent_tool',
+        query=query,
+    )
+
+    assert first['contents'][0]['text'] == 'abcd'
+    assert first['contents'][0]['bytes'] == 6
+    assert first['truncated'] is True
+    assert first['cache_hit'] is False
+    assert second['cache_hit'] is True
+    assert second['source'] == 'agent_tool'
+    assert session.session.read_resource.await_count == 1
+
+    traces = query.variables[MCP_RESOURCE_TRACE_QUERY_KEY]
+    assert [trace['source'] for trace in traces] == ['ui_preview', 'agent_tool']
+    assert traces[1]['cache_hit'] is True
+    assert query.variables[telemetry_features.FEATURES_KEY]['mcp_resource_reads'] == {
+        'ui_preview': 1,
+        'agent_tool': 1,
+    }
+
+
+@pytest.mark.asyncio
+async def test_read_resource_envelope_shares_byte_budget_across_text_contents():
+    session = _connected_session()
+    session.session.read_resource.return_value = mcp_types.ReadResourceResult(
+        contents=[
+            mcp_types.TextResourceContents(
+                uri='file:///README.md#first',
+                mimeType='text/plain',
+                text='abc',
+            ),
+            mcp_types.TextResourceContents(
+                uri='file:///README.md#second',
+                mimeType='text/plain',
+                text='def',
+            ),
+        ]
+    )
+
+    envelope = await session.read_resource_envelope('file:///README.md', max_bytes=4)
+
+    assert [item['text'] for item in envelope['contents']] == ['abc', 'd']
+    assert envelope['contents'][0]['truncated'] is False
+    assert envelope['contents'][1]['truncated'] is True
+    assert envelope['bytes'] == 6
+    assert envelope['truncated'] is True
+
+
+@pytest.mark.asyncio
+async def test_read_resource_envelope_omits_binary_by_default():
+    session = _connected_session(
+        resources=[
+            {
+                'uri': 'file:///image.png',
+                'name': 'image.png',
+                'title': '',
+                'description': '',
+                'mime_type': 'image/png',
+                'size': 4,
+                'icons': [],
+                'annotations': {},
+                '_meta': {},
+            }
+        ]
+    )
+    session.session.read_resource.return_value = mcp_types.ReadResourceResult(
+        contents=[
+            mcp_types.BlobResourceContents(
+                uri='file:///image.png',
+                mimeType='image/png',
+                blob=base64.b64encode(b'\x00\x01\x02\x03').decode(),
+            )
+        ]
+    )
+
+    envelope = await session.read_resource_envelope('file:///image.png')
+
+    content = envelope['contents'][0]
+    assert content['type'] == 'blob'
+    assert content['blob'] is None
+    assert content['bytes'] == 4
+    assert content['binary_omitted'] is True
+    assert envelope['truncated'] is True
+    assert envelope['warnings'] == ['Binary resource content omitted from response.']
+
+
+@pytest.mark.asyncio
+async def test_read_resource_envelope_rejects_unlisted_uri():
+    session = _connected_session()
+
+    with pytest.raises(ValueError, match='Resource URI is not available'):
+        await session.read_resource_envelope('file:///secret.txt')
+
+    session.session.read_resource.assert_not_called()
+
+
+def test_resource_uri_allowed_supports_listed_templates_conservatively():
+    session = _connected_session(
+        resources=[],
+        templates=[
+            {
+                'uri_template': 'repo://{owner}/{repo}/file/{path}',
+                'name': 'repository file',
+                'title': '',
+                'description': '',
+                'mime_type': 'text/plain',
+                'icons': [],
+                'annotations': {},
+                '_meta': {},
+            }
+        ],
+    )
+
+    assert session.resource_uri_allowed('repo://langbot-app/LangBot/file/src/main.py') is True
+    assert session.resource_uri_allowed('repo://langbot-app/LangBot/issues/1') is False
+    assert session.resource_uri_allowed('https://example.com/secret') is False
+
+
+@pytest.mark.asyncio
+async def test_mcp_loader_can_hide_synthetic_resource_tools():
+    loader = MCPLoader(_app())
+    session = _connected_session()
+    loader.sessions = {'docs': session}
+
+    with_resource_tools = await loader.get_tools(['srv-1'], include_resource_tools=True)
+    without_resource_tools = await loader.get_tools(['srv-1'], include_resource_tools=False)
+
+    assert {tool.name for tool in with_resource_tools} == {
+        MCP_TOOL_LIST_RESOURCES,
+        MCP_TOOL_READ_RESOURCE,
+    }
+    assert without_resource_tools == []
+
+
+@pytest.mark.asyncio
+async def test_mcp_loader_refuses_resource_tool_calls_when_agent_read_disabled():
+    loader = MCPLoader(_app())
+    session = _connected_session()
+    loader.sessions = {'docs': session}
+    query = SimpleNamespace(
+        variables={
+            '_pipeline_bound_mcp_servers': ['srv-1'],
+            '_pipeline_mcp_resource_agent_read_enabled': False,
+        }
+    )
+
+    result = await loader.invoke_tool(
+        MCP_TOOL_READ_RESOURCE,
+        {'server_name': 'docs', 'uri': 'file:///README.md'},
+        query,
+    )
+
+    assert result[0].text == 'Error: MCP resource agent reads are disabled.'
+    session.session.read_resource.assert_not_called()
+
+
+@pytest.mark.asyncio
+async def test_build_resource_context_for_query_uses_only_bound_attached_text_resources():
+    loader = MCPLoader(_app())
+    docs = _connected_session(name='docs', uuid='srv-1')
+    docs.session.read_resource.return_value = mcp_types.ReadResourceResult(
+        contents=[
+            mcp_types.TextResourceContents(
+                uri='file:///README.md',
+                mimeType='text/markdown',
+                text='LangBot MCP resource context',
+            )
+        ]
+    )
+    other = _connected_session(name='other', uuid='srv-2')
+    other.session.read_resource.return_value = mcp_types.ReadResourceResult(
+        contents=[
+            mcp_types.TextResourceContents(
+                uri='file:///README.md',
+                mimeType='text/markdown',
+                text='must not be injected',
+            )
+        ]
+    )
+    loader.sessions = {'docs': docs, 'other': other}
+    query = SimpleNamespace(
+        variables={
+            '_pipeline_bound_mcp_servers': ['srv-1'],
+            '_pipeline_mcp_resource_attachments': [
+                {'server_uuid': 'srv-1', 'server_name': 'docs', 'uri': 'file:///README.md', 'mode': 'pinned'},
+                {'server_uuid': 'srv-2', 'server_name': 'other', 'uri': 'file:///README.md', 'mode': 'pinned'},
+            ],
+        }
+    )
+
+    context = await loader.build_resource_context_for_query(query)
+
+    assert '<mcp_resource ' in context
+    assert 'server="docs"' in context
+    assert 'LangBot MCP resource context' in context
+    assert 'must not be injected' not in context
+    assert query.variables[MCP_RESOURCE_CONTEXT_QUERY_KEY]['resource_count'] == 1
+    docs.session.read_resource.assert_awaited_once()
+    other.session.read_resource.assert_not_called()
@@ -15,13 +15,35 @@ from langbot.pkg.provider.tools.toolmgr import ToolManager


 class StubLoader:
-    def __init__(self, tools: list[resource_tool.LLMTool] | None = None, invoke_result=None):
+    def __init__(
+        self,
+        tools: list[resource_tool.LLMTool] | None = None,
+        invoke_result=None,
+        catalog_source: str = 'mcp',
+        catalog_source_name: str = 'fixture-server',
+    ):
        self._tools = tools or []
        self._invoke_result = invoke_result
+        self._catalog_source = catalog_source
+        self._catalog_source_name = catalog_source_name

    async def get_tools(self, *_args, **_kwargs):
        return self._tools

+    async def get_tool_catalog(self, *_args, **_kwargs):
+        return [
+            {
+                'name': tool.name,
+                'description': tool.description,
+                'human_desc': tool.human_desc,
+                'parameters': tool.parameters,
+                'source': self._catalog_source,
+                'source_name': self._catalog_source_name,
+                'source_id': self._catalog_source_name,
+            }
+            for tool in self._tools
+        ]
+
    async def has_tool(self, name: str) -> bool:
        return any(tool.name == name for tool in self._tools)

@@ -68,6 +90,28 @@ async def test_tool_manager_includes_skill_authoring_tools_when_requested():
    assert [tool.name for tool in tools] == ['exec', 'activate', 'plugin_tool', 'mcp_tool']


+@pytest.mark.asyncio
+async def test_tool_manager_catalog_labels_tool_sources():
+    manager = ToolManager(SimpleNamespace())
+    manager.native_tool_loader = StubLoader([make_tool('exec')])
+    manager.skill_tool_loader = StubLoader([make_tool('activate')])
+    manager.plugin_tool_loader = StubLoader(
+        [make_tool('plugin_tool')],
+        catalog_source='plugin',
+        catalog_source_name='fixture-plugin',
+    )
+    manager.mcp_tool_loader = StubLoader([make_tool('mcp_tool')])
+
+    catalog = await manager.get_tool_catalog(include_skill_authoring=True)
+
+    assert [(item['name'], item['source'], item['source_name']) for item in catalog] == [
+        ('exec', 'builtin', 'LangBot'),
+        ('activate', 'skill', 'LangBot'),
+        ('plugin_tool', 'plugin', 'fixture-plugin'),
+        ('mcp_tool', 'mcp', 'fixture-server'),
+    ]
+
+
@pytest.mark.asyncio
 async def test_tool_manager_routes_native_tool_calls():
    app = SimpleNamespace()
@@ -1,6 +1,6 @@
 from pathlib import Path

-from src.langbot.pkg.utils import paths
+from langbot.pkg.utils import paths


 def test_get_data_root_uses_source_root_in_repo_checkout():
@@ -118,7 +118,12 @@ async def test_preproc_enables_skill_authoring_tools_when_skill_service_availabl
    result = await stage.process(_make_query(), 'PreProcessor')

    assert result.result_type == entities_module.ResultType.CONTINUE
-    app.tool_mgr.get_all_tools.assert_awaited_once_with(None, None, include_skill_authoring=True)
+    app.tool_mgr.get_all_tools.assert_awaited_once_with(
+        None,
+        None,
+        include_skill_authoring=True,
+        include_mcp_resource_tools=True,
+    )


@pytest.mark.asyncio
@@ -131,7 +136,32 @@ async def test_preproc_disables_skill_authoring_tools_when_skill_service_missing
    result = await stage.process(_make_query(), 'PreProcessor')

    assert result.result_type == entities_module.ResultType.CONTINUE
-    app.tool_mgr.get_all_tools.assert_awaited_once_with(None, None, include_skill_authoring=False)
+    app.tool_mgr.get_all_tools.assert_awaited_once_with(
+        None,
+        None,
+        include_skill_authoring=False,
+        include_mcp_resource_tools=True,
+    )
+
+
+@pytest.mark.asyncio
+async def test_preproc_disables_mcp_resource_tools_when_agent_reading_is_disabled():
+    preproc_module, entities_module = _import_preproc_modules()
+
+    app = _make_app(skill_service=SimpleNamespace())
+    stage = preproc_module.PreProcessor(app)
+    query = _make_query()
+    query.variables['_pipeline_mcp_resource_agent_read_enabled'] = False
+
+    result = await stage.process(query, 'PreProcessor')
+
+    assert result.result_type == entities_module.ResultType.CONTINUE
+    app.tool_mgr.get_all_tools.assert_awaited_once_with(
+        None,
+        None,
+        include_skill_authoring=True,
+        include_mcp_resource_tools=False,
+    )


@pytest.mark.asyncio
@@ -138,7 +138,7 @@ class TestReadResourceFile:
        from langbot.pkg.utils import importutil

        content = importutil.read_resource_file('templates/config.yaml')
-        assert 'admins:' in content
+        assert 'api:' in content
        assert 'edition: community' in content

    def test_raises_for_nonexistent_file(self):
@@ -157,7 +157,7 @@ class TestReadResourceFileBytes:
        from langbot.pkg.utils import importutil

        content = importutil.read_resource_file_bytes('templates/config.yaml')
-        assert b'admins:' in content
+        assert b'api:' in content
        assert b'edition: community' in content

    def test_raises_for_nonexistent_file_bytes(self):
@@ -2008,7 +2008,7 @@ wheels = [

 [[package]]
 name = "langbot"
-version = "4.10.4"
+version = "4.10.5"
 source = { editable = "." }
 dependencies = [
    { name = "aiocqhttp" },
@@ -2123,7 +2123,7 @@ requires-dist = [
    { name = "ebooklib", specifier = ">=0.18" },
    { name = "gewechat-client", specifier = ">=0.1.5" },
    { name = "html2text", specifier = ">=2024.2.26" },
-    { name = "langbot-plugin", specifier = "==0.4.6" },
+    { name = "langbot-plugin", specifier = "==0.4.7" },
    { name = "langchain", specifier = ">=1.3.9" },
    { name = "langchain-core", specifier = ">=1.3.3" },
    { name = "langchain-text-splitters", specifier = ">=1.1.2" },
@@ -2187,7 +2187,7 @@ dev = [

 [[package]]
 name = "langbot-plugin"
-version = "0.4.6"
+version = "0.4.7"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "aiofiles" },
@@ -2208,9 +2208,9 @@ dependencies = [
    { name = "watchdog" },
    { name = "websockets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b4/6a/5fdb5365ad04aaa61344e92578d73eb1577af35783b80767c7d6c51cb8b9/langbot_plugin-0.4.6.tar.gz", hash = "sha256:838e3cd45ed795ed4c3299c73f141b217adfa05f09937a01694e7158619e4f6e", size = 334171, upload-time = "2026-06-22T15:06:56.565Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/00/6c/850a92cc05583ab71e6ac527ff50fa5f3db43cc16e86f4f6d5ac684da9a8/langbot_plugin-0.4.7.tar.gz", hash = "sha256:16b24d79fc55c0a6b15d901b1134de9e298e2cadab9a9b25c9231f731333ebe9", size = 333867, upload-time = "2026-07-02T16:49:46.258Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/6b/55/7adc2e180a299ed58613e159c64195477e09c05136f949942c6cec5219e8/langbot_plugin-0.4.6-py3-none-any.whl", hash = "sha256:30eb47efc0b703818ac003a5cd67caf720d9749dd503155eb65cce0c28b194a7", size = 217434, upload-time = "2026-06-22T15:06:55.237Z" },
+    { url = "https://files.pythonhosted.org/packages/c6/f5/a00a929ffb4dcbd958e5f5249516f19ecc720f25f072c9bfda8bbb56851c/langbot_plugin-0.4.7-py3-none-any.whl", hash = "sha256:1364f80fcf448f4503e87d1367af60438abd2cf16e78be6807032cbdb4710a56", size = 220999, upload-time = "2026-07-02T16:49:44.868Z" },
 ]

 [[package]]
@@ -191,45 +191,47 @@ export default function BotDetailContent({ id }: { id: string }) {
          onValueChange={setActiveTab}
          className="flex flex-1 flex-col min-h-0"
        >
-          <TabsList className="shrink-0">
-            <TabsTrigger value="config" className="gap-1.5">
-              <Settings className="size-3.5" />
-              {t('bots.configuration')}
-            </TabsTrigger>
-            <TabsTrigger value="logs" className="gap-1.5">
-              <FileText className="size-3.5" />
-              {t('bots.logs')}
-            </TabsTrigger>
-            <TabsTrigger value="sessions" className="gap-1.5">
-              <Users className="size-3.5" />
-              {t('bots.sessionMonitor.title')}
-              {activeTab === 'sessions' && (
-                <button
-                  type="button"
-                  className="inline-flex items-center justify-center ml-0.5"
-                  onPointerDown={(e) => e.stopPropagation()}
-                  onClick={(e) => {
-                    e.stopPropagation();
-                    e.preventDefault();
-                    if (isRefreshingSessions) return;
-                    setIsRefreshingSessions(true);
-                    const minDelay = new Promise((r) => setTimeout(r, 500));
-                    Promise.all([
-                      sessionMonitorRef.current?.refreshSessions(),
-                      minDelay,
-                    ]).finally(() => setIsRefreshingSessions(false));
-                  }}
-                >
-                  <RefreshCw
-                    className={cn(
-                      'size-3 text-muted-foreground hover:text-foreground transition-colors',
-                      isRefreshingSessions && 'animate-spin',
-                    )}
-                  />
-                </button>
-              )}
-            </TabsTrigger>
-          </TabsList>
+          <div className="flex shrink-0 items-center gap-1">
+            <TabsList>
+              <TabsTrigger value="config" className="gap-1.5">
+                <Settings className="size-3.5" />
+                {t('bots.configuration')}
+              </TabsTrigger>
+              <TabsTrigger value="logs" className="gap-1.5">
+                <FileText className="size-3.5" />
+                {t('bots.logs')}
+              </TabsTrigger>
+              <TabsTrigger value="sessions" className="gap-1.5">
+                <Users className="size-3.5" />
+                {t('bots.sessionMonitor.title')}
+              </TabsTrigger>
+            </TabsList>
+            {activeTab === 'sessions' && (
+              <button
+                type="button"
+                aria-label={t('bots.sessionMonitor.refresh')}
+                title={t('bots.sessionMonitor.refresh')}
+                className="inline-flex h-8 w-8 items-center justify-center rounded-md text-muted-foreground transition-colors hover:bg-accent hover:text-foreground disabled:pointer-events-none disabled:opacity-50"
+                disabled={isRefreshingSessions}
+                onClick={() => {
+                  if (isRefreshingSessions) return;
+                  setIsRefreshingSessions(true);
+                  const minDelay = new Promise((r) => setTimeout(r, 500));
+                  Promise.all([
+                    sessionMonitorRef.current?.refreshSessions(),
+                    minDelay,
+                  ]).finally(() => setIsRefreshingSessions(false));
+                }}
+              >
+                <RefreshCw
+                  className={cn(
+                    'size-3.5',
+                    isRefreshingSessions && 'animate-spin',
+                  )}
+                />
+              </button>
+            )}
+          </div>

          {/* Tab: Configuration */}
          <TabsContent
@@ -0,0 +1,199 @@
+import { useState, useEffect, useCallback } from 'react';
+import { useTranslation } from 'react-i18next';
+import { httpClient } from '@/app/infra/http/HttpClient';
+import { Button } from '@/components/ui/button';
+import { Input } from '@/components/ui/input';
+import {
+  Dialog,
+  DialogContent,
+  DialogHeader,
+  DialogTitle,
+  DialogDescription,
+} from '@/components/ui/dialog';
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from '@/components/ui/select';
+import { ScrollArea } from '@/components/ui/scroll-area';
+import { Trash2, Plus, ShieldCheck } from 'lucide-react';
+import { toast } from 'sonner';
+
+export interface BotAdmin {
+  id: number;
+  launcher_type: string;
+  launcher_id: string;
+}
+
+interface BotAdminsDialogProps {
+  botId: string;
+  open: boolean;
+  onOpenChange: (open: boolean) => void;
+  admins: BotAdmin[];
+  onAdminsChange: () => void;
+}
+
+export default function BotAdminsDialog({
+  botId,
+  open,
+  onOpenChange,
+  admins,
+  onAdminsChange,
+}: BotAdminsDialogProps) {
+  const { t } = useTranslation();
+  const [newType, setNewType] = useState('person');
+  const [newId, setNewId] = useState('');
+  const [adding, setAdding] = useState(false);
+
+  async function handleAdd() {
+    if (!newId.trim()) return;
+    setAdding(true);
+    try {
+      await httpClient.addBotAdmin(botId, newType, newId.trim());
+      toast.success(t('bots.admins.addSuccess'));
+      setNewId('');
+      onAdminsChange();
+    } catch (e: unknown) {
+      const err = e as { msg?: string; message?: string };
+      toast.error(t('bots.admins.addError') + (err?.msg ?? err?.message ?? ''));
+    } finally {
+      setAdding(false);
+    }
+  }
+
+  async function handleDelete(id: number) {
+    try {
+      await httpClient.deleteBotAdmin(botId, id);
+      toast.success(t('bots.admins.deleteSuccess'));
+      onAdminsChange();
+    } catch (e: unknown) {
+      const err = e as { msg?: string; message?: string };
+      toast.error(
+        t('bots.admins.deleteError') + (err?.msg ?? err?.message ?? ''),
+      );
+    }
+  }
+
+  return (
+    <Dialog open={open} onOpenChange={onOpenChange}>
+      <DialogContent className="max-w-lg">
+        <DialogHeader>
+          <DialogTitle className="flex items-center gap-2">
+            <ShieldCheck className="size-4" />
+            {t('bots.admins.title')}
+          </DialogTitle>
+          <DialogDescription>{t('bots.admins.description')}</DialogDescription>
+        </DialogHeader>
+
+        <div className="space-y-4">
+          {/* Add row */}
+          <div className="flex gap-2 items-center">
+            <Select value={newType} onValueChange={setNewType}>
+              <SelectTrigger className="w-28 shrink-0">
+                <SelectValue />
+              </SelectTrigger>
+              <SelectContent>
+                <SelectItem value="person">
+                  {t('bots.admins.typePerson')}
+                </SelectItem>
+                <SelectItem value="group">
+                  {t('bots.admins.typeGroup')}
+                </SelectItem>
+              </SelectContent>
+            </Select>
+            <Input
+              className="flex-1"
+              placeholder={t('bots.admins.placeholderId')}
+              value={newId}
+              onChange={(e) => setNewId(e.target.value)}
+              onKeyDown={(e) => e.key === 'Enter' && handleAdd()}
+            />
+            <Button
+              size="sm"
+              onClick={handleAdd}
+              disabled={adding || !newId.trim()}
+            >
+              <Plus className="size-4 mr-1" />
+              {t('bots.admins.addAdmin')}
+            </Button>
+          </div>
+
+          {/* List */}
+          {admins.length === 0 ? (
+            <div className="text-sm text-muted-foreground py-6 text-center">
+              {t('bots.admins.noAdmins')}
+            </div>
+          ) : (
+            <ScrollArea className="max-h-64">
+              <div className="border rounded-md overflow-hidden">
+                <table className="w-full text-sm">
+                  <thead>
+                    <tr className="border-b bg-muted/40">
+                      <th className="text-left px-3 py-2 font-medium text-muted-foreground w-28">
+                        {t('bots.admins.launcherType')}
+                      </th>
+                      <th className="text-left px-3 py-2 font-medium text-muted-foreground">
+                        {t('bots.admins.launcherId')}
+                      </th>
+                      <th className="w-10" />
+                    </tr>
+                  </thead>
+                  <tbody>
+                    {admins.map((admin) => (
+                      <tr
+                        key={admin.id}
+                        className="border-b last:border-0 hover:bg-muted/30"
+                      >
+                        <td className="px-3 py-2">
+                          <span className="px-1.5 py-0.5 rounded bg-muted text-xs">
+                            {admin.launcher_type === 'person'
+                              ? t('bots.admins.typePerson')
+                              : t('bots.admins.typeGroup')}
+                          </span>
+                        </td>
+                        <td className="px-3 py-2 font-mono">
+                          {admin.launcher_id}
+                        </td>
+                        <td className="px-2 py-2">
+                          <button
+                            type="button"
+                            className="text-muted-foreground hover:text-destructive transition-colors"
+                            onClick={() => handleDelete(admin.id)}
+                          >
+                            <Trash2 className="size-4" />
+                          </button>
+                        </td>
+                      </tr>
+                    ))}
+                  </tbody>
+                </table>
+              </div>
+            </ScrollArea>
+          )}
+        </div>
+      </DialogContent>
+    </Dialog>
+  );
+}
+
+// Shared hook so the session monitor and the dialog stay in sync.
+export function useBotAdmins(botId: string) {
+  const [admins, setAdmins] = useState<BotAdmin[]>([]);
+
+  const reload = useCallback(async () => {
+    try {
+      const res = await httpClient.getBotAdmins(botId);
+      setAdmins(res.admins ?? []);
+    } catch (error) {
+      console.error('Failed to load bot admins:', error);
+    }
+  }, [botId]);
+
+  useEffect(() => {
+    reload();
+  }, [reload]);
+
+  return { admins, reload };
+}
@@ -3,6 +3,7 @@ import React, {
  useEffect,
  useRef,
  useCallback,
+  useMemo,
  forwardRef,
  useImperativeHandle,
 } from 'react';
@@ -15,10 +16,20 @@ import {
  Bot,
  Copy,
  Check,
+  ChevronDown,
+  ChevronRight,
  Workflow,
  ThumbsUp,
  ThumbsDown,
+  ShieldCheck,
+  ShieldOff,
+  Wrench,
 } from 'lucide-react';
+import { toast } from 'sonner';
+import BotAdminsDialog, {
+  useBotAdmins,
+} from '@/app/home/bots/components/bot-admins/BotAdminsDialog';
+import type { BotAdmin } from '@/app/home/bots/components/bot-admins/BotAdminsDialog';
 import { copyToClipboard } from '@/app/utils/clipboard';
 import {
  MessageChainComponent,
@@ -69,6 +80,35 @@ interface SessionFeedback {
  stream_id?: string | null;
 }

+interface SessionToolCall {
+  id: string;
+  timestamp: string;
+  tool_name: string;
+  tool_source: string;
+  duration: number;
+  status: string;
+  message_id?: string | null;
+  arguments?: string | null;
+  result?: string | null;
+  error_message?: string | null;
+}
+
+type SessionTimelineItem =
+  | {
+      id: string;
+      type: 'message';
+      timestamp: number;
+      order: number;
+      message: SessionMessage;
+    }
+  | {
+      id: string;
+      type: 'tool';
+      timestamp: number;
+      order: number;
+      toolCall: SessionToolCall;
+    };
+
 export interface BotSessionMonitorHandle {
  refreshSessions: () => Promise<void>;
 }
@@ -93,16 +133,65 @@ const BotSessionMonitor = forwardRef<
  const [feedbackMap, setFeedbackMap] = useState<
    Record<string, SessionFeedback>
  >({});
+  const [toolCalls, setToolCalls] = useState<SessionToolCall[]>([]);
+  const [expandedToolCallIds, setExpandedToolCallIds] = useState<
+    Record<string, boolean>
+  >({});
  const messagesContainerRef = useRef<HTMLDivElement>(null);
+  const { admins, reload: reloadAdmins } = useBotAdmins(botId);
+  const [adminsDialogOpen, setAdminsDialogOpen] = useState(false);
+  const [togglingAdmin, setTogglingAdmin] = useState<string | null>(null);

  const parseSessionType = (sessionId: string): string | null => {
-    const idx = sessionId.indexOf('_');
-    if (idx === -1) return null;
-    const type = sessionId.slice(0, idx);
-    if (type === 'person' || type === 'group') return type;
+    const lower = sessionId.toLowerCase();
+    if (lower.includes('person')) return 'person';
+    if (lower.includes('group')) return 'group';
    return null;
  };

+  const isSessionAdmin = (session: SessionInfo): boolean => {
+    const type = parseSessionType(session.session_id);
+    const lid =
+      session.user_id ??
+      session.session_id.replace(
+        /^.*?[._](?:PERSON|GROUP|person|group)[._]/i,
+        '',
+      );
+    return admins.some(
+      (a: BotAdmin) => a.launcher_type === type && a.launcher_id === lid,
+    );
+  };
+
+  const toggleAdmin = async (session: SessionInfo) => {
+    const type = parseSessionType(session.session_id);
+    if (!type) return;
+    const lid =
+      session.user_id ??
+      session.session_id.replace(
+        /^.*?[._](?:PERSON|GROUP|person|group)[._]/i,
+        '',
+      );
+    const key = session.session_id;
+    setTogglingAdmin(key);
+    try {
+      const existing = admins.find(
+        (a: BotAdmin) => a.launcher_type === type && a.launcher_id === lid,
+      );
+      if (existing) {
+        await httpClient.deleteBotAdmin(botId, existing.id);
+        toast.success(t('bots.admins.deleteSuccess'));
+      } else {
+        await httpClient.addBotAdmin(botId, type, lid);
+        toast.success(t('bots.admins.addSuccess'));
+      }
+      await reloadAdmins();
+    } catch {
+      toast.error(t('bots.admins.addError'));
+    } finally {
+      setTogglingAdmin(null);
+    }
+  };
+
  const abbreviateId = (id: string): string => {
    if (id.length <= 10) return id;
    return `${id.slice(0, 4)}..${id.slice(-4)}`;
@@ -137,6 +226,7 @@ const BotSessionMonitor = forwardRef<
  const loadMessages = useCallback(
    async (sessionId: string) => {
      setLoadingMessages(true);
+      setExpandedToolCallIds({});
      try {
        const messagesRes = await httpClient.getSessionMessages(sessionId);
        const sorted = (messagesRes.messages ?? []).sort(
@@ -145,6 +235,18 @@ const BotSessionMonitor = forwardRef<
        );
        setMessages(sorted);

+        try {
+          const analysisRes = await httpClient.get<{
+            tool_calls?: SessionToolCall[];
+          }>(
+            `/api/v1/monitoring/sessions/${encodeURIComponent(sessionId)}/analysis`,
+          );
+          setToolCalls(analysisRes?.tool_calls ?? []);
+        } catch (analysisError) {
+          console.error('Failed to load session tool calls:', analysisError);
+          setToolCalls([]);
+        }
+
        // Collect user message IDs for feedback matching
        const userMsgIds = new Set(
          sorted.filter((m) => !m.role || m.role === 'user').map((m) => m.id),
@@ -188,11 +290,14 @@ const BotSessionMonitor = forwardRef<
      loadMessages(selectedSessionId);
    } else {
      setMessages([]);
+      setToolCalls([]);
+      setExpandedToolCallIds({});
+      setFeedbackMap({});
    }
  }, [selectedSessionId, loadMessages]);

  useEffect(() => {
-    if (messages.length === 0) return;
+    if (messages.length === 0 && toolCalls.length === 0) return;
    // Wait for DOM to render the new messages before scrolling
    requestAnimationFrame(() => {
      const container = messagesContainerRef.current;
@@ -204,7 +309,7 @@ const BotSessionMonitor = forwardRef<
        scrollTarget.scrollTop = scrollTarget.scrollHeight;
      }
    });
-  }, [messages]);
+  }, [messages, toolCalls]);

  const parseMessageChain = (content: string): MessageChainComponent[] => {
    try {
@@ -379,262 +484,510 @@ const BotSessionMonitor = forwardRef<
    return `${diffDays}d`;
  };

+  const formatDuration = (durationMs: number): string => {
+    if (!durationMs) return '0ms';
+    if (durationMs < 1000) return `${durationMs}ms`;
+    return `${(durationMs / 1000).toFixed(2)}s`;
+  };
+
+  const truncateToolDetail = (value?: string | null): string => {
+    if (!value) return '';
+    return value.length > 600 ? `${value.slice(0, 600)}...` : value;
+  };
+
+  const toggleToolCallDetails = (toolCallId: string) => {
+    setExpandedToolCallIds((previous) => ({
+      ...previous,
+      [toolCallId]: !previous[toolCallId],
+    }));
+  };
+
+  const feedbackByMessageId = useMemo(() => {
+    const map: Record<string, SessionFeedback> = {};
+
+    for (let index = 0; index < messages.length; index++) {
+      const msg = messages[index];
+      if (isUserMessage(msg)) continue;
+
+      for (let previousIndex = index - 1; previousIndex >= 0; previousIndex--) {
+        const previousMessage = messages[previousIndex];
+        if (isUserMessage(previousMessage)) {
+          const feedback = feedbackMap[previousMessage.id];
+          if (feedback) {
+            map[msg.id] = feedback;
+          }
+          break;
+        }
+      }
+    }
+
+    return map;
+  }, [feedbackMap, messages]);
+
+  const timelineItems = useMemo<SessionTimelineItem[]>(() => {
+    const messageItems: SessionTimelineItem[] = messages.map(
+      (message, index) => ({
+        id: `message-${message.id}`,
+        type: 'message',
+        timestamp: parseTimestamp(message.timestamp).getTime(),
+        order: index * 2,
+        message,
+      }),
+    );
+    const toolItems: SessionTimelineItem[] = toolCalls.map(
+      (toolCall, index) => ({
+        id: `tool-${toolCall.id}`,
+        type: 'tool',
+        timestamp: parseTimestamp(toolCall.timestamp).getTime(),
+        order: index * 2 + 1,
+        toolCall,
+      }),
+    );
+
+    return [...messageItems, ...toolItems].sort(
+      (a, b) => a.timestamp - b.timestamp || a.order - b.order,
+    );
+  }, [messages, toolCalls]);
+
  const selectedSession = sessions.find(
    (s) => s.session_id === selectedSessionId,
  );

  return (
-    <div className="flex flex-col md:flex-row h-full min-h-0 rounded-lg border overflow-hidden">
-      {/* Left Panel: Session List */}
-      <div className="max-h-48 md:max-h-none md:w-60 flex-shrink-0 border-b md:border-b-0 md:border-r flex flex-col min-h-0">
-        {/* Session List */}
-        <ScrollArea className="flex-1 min-h-0">
-          {loadingSessions && sessions.length === 0 ? (
-            <div className="flex items-center justify-center py-12 text-sm text-muted-foreground">
-              {t('bots.sessionMonitor.loading')}
-            </div>
-          ) : sessions.length === 0 ? (
-            <div className="text-center text-muted-foreground py-12 text-sm">
-              {t('bots.sessionMonitor.noSessions')}
+    <>
+      <div className="flex flex-col md:flex-row h-full min-h-0 rounded-lg border overflow-hidden">
+        {/* Left Panel: Session List */}
+        <div className="max-h-48 md:max-h-none md:w-60 flex-shrink-0 border-b md:border-b-0 md:border-r flex flex-col min-h-0">
+          {/* Admin header */}
+          <div className="px-2 py-1.5 border-b shrink-0 flex items-center justify-between">
+            <button
+              type="button"
+              className="inline-flex items-center gap-1.5 text-sm font-medium hover:text-foreground transition-colors"
+              onClick={() => setAdminsDialogOpen(true)}
+            >
+              <ShieldCheck className="size-4" />
+              <span>
+                {t('bots.admins.configureAdmins')}
+                {admins.length > 0 && (
+                  <span className="ml-1 tabular-nums text-xs text-muted-foreground">
+                    ({admins.length})
+                  </span>
+                )}
+              </span>
+            </button>
+          </div>
+          {/* Session List */}
+          <ScrollArea className="flex-1 min-h-0">
+            {loadingSessions && sessions.length === 0 ? (
+              <div className="flex items-center justify-center py-12 text-sm text-muted-foreground">
+                {t('bots.sessionMonitor.loading')}
+              </div>
+            ) : sessions.length === 0 ? (
+              <div className="text-center text-muted-foreground py-12 text-sm">
+                {t('bots.sessionMonitor.noSessions')}
+              </div>
+            ) : (
+              <div className="p-1.5">
+                {sessions.map((session) => {
+                  const isSelected = selectedSessionId === session.session_id;
+                  const sessionType = parseSessionType(session.session_id);
+                  const sessionIsAdmin = isSessionAdmin(session);
+                  return (
+                    <div
+                      key={session.session_id}
+                      role="button"
+                      tabIndex={0}
+                      className={cn(
+                        'w-full text-left px-2.5 py-2 rounded-md transition-colors cursor-pointer',
+                        isSelected ? 'bg-accent' : 'hover:bg-accent/50',
+                      )}
+                      onClick={() => setSelectedSessionId(session.session_id)}
+                    >
+                      <div className="flex items-center justify-between mb-0.5">
+                        <span className="text-sm font-medium truncate mr-2">
+                          {session.user_name ||
+                            session.user_id ||
+                            session.session_id.slice(0, 12)}
+                        </span>
+                        <span className="text-[11px] text-muted-foreground tabular-nums flex-shrink-0">
+                          {formatRelativeTime(session.last_activity)}
+                        </span>
+                      </div>
+                      <div className="flex items-center gap-1.5 text-xs text-muted-foreground">
+                        {sessionType && (
+                          <span className="px-1 py-0.5 rounded bg-muted text-[10px]">
+                            {sessionType}
+                          </span>
+                        )}
+
+                        {session.user_id && (
+                          <span className="truncate text-[10px]">
+                            {abbreviateId(session.user_id)}
+                          </span>
+                        )}
+                        {session.is_active && (
+                          <span className="flex items-center gap-0.5 text-green-600 dark:text-green-400">
+                            <span className="w-1.5 h-1.5 rounded-full bg-green-500 inline-block" />
+                          </span>
+                        )}
+                      </div>
+                    </div>
+                  );
+                })}
+              </div>
+            )}
+          </ScrollArea>
+        </div>
+
+        {/* Right Panel: Messages */}
+        <div className="flex-1 flex flex-col min-h-0 min-w-0">
+          {!selectedSessionId ? (
+            <div className="text-center text-muted-foreground text-sm flex-1 flex items-center justify-center">
+              {t('bots.sessionMonitor.selectSession')}
            </div>
          ) : (
-            <div className="p-1.5">
-              {sessions.map((session) => {
-                const isSelected = selectedSessionId === session.session_id;
-                return (
-                  <button
-                    key={session.session_id}
-                    type="button"
-                    className={cn(
-                      'w-full text-left px-2.5 py-2 rounded-md transition-colors',
-                      isSelected ? 'bg-accent' : 'hover:bg-accent/50',
+            <>
+              {/* Chat Header */}
+              <div className="px-4 py-2.5 border-b shrink-0 flex items-center justify-between">
+                <div className="min-w-0 flex-1">
+                  <div className="text-sm font-medium truncate">
+                    {selectedSession?.user_name ||
+                      selectedSession?.user_id ||
+                      selectedSessionId.slice(0, 20)}
+                  </div>
+                  <div className="flex items-center gap-1.5 text-xs text-muted-foreground mt-0.5">
+                    {parseSessionType(selectedSessionId) && (
+                      <span>{parseSessionType(selectedSessionId)}</span>
                    )}
-                    onClick={() => setSelectedSessionId(session.session_id)}
-                  >
-                    <div className="flex items-center justify-between mb-0.5">
-                      <span className="text-sm font-medium truncate mr-2">
-                        {session.user_name ||
-                          session.user_id ||
-                          session.session_id.slice(0, 12)}
-                      </span>
-                      <span className="text-[11px] text-muted-foreground tabular-nums flex-shrink-0">
-                        {formatRelativeTime(session.last_activity)}
-                      </span>
-                    </div>
-                    <div className="flex items-center gap-1.5 text-xs text-muted-foreground">
-                      {parseSessionType(session.session_id) && (
-                        <span className="px-1 py-0.5 rounded bg-muted text-[10px]">
-                          {parseSessionType(session.session_id)}
+                    {selectedSession?.user_id && (
+                      <>
+                        <span>·</span>
+                        <span className="font-mono">
+                          {selectedSession.user_id}
                        </span>
-                      )}
-                      {session.platform && (
-                        <span className="px-1 py-0.5 rounded bg-muted text-[10px]">
-                          {session.platform}
-                        </span>
-                      )}
-                      {session.user_id && (
-                        <span className="truncate text-[10px]">
-                          {abbreviateId(session.user_id)}
-                        </span>
-                      )}
-                      {session.is_active && (
-                        <span className="flex items-center gap-0.5 text-green-600 dark:text-green-400">
+                        <button
+                          type="button"
+                          onClick={() => copyUserId(selectedSession.user_id!)}
+                          className="inline-flex items-center text-muted-foreground hover:text-foreground transition-colors"
+                          title={t('common.copy')}
+                        >
+                          {copiedUserId ? (
+                            <Check className="w-3 h-3 text-green-600" />
+                          ) : (
+                            <Copy className="w-3 h-3" />
+                          )}
+                        </button>
+                      </>
+                    )}
+                    {selectedSession?.is_active && (
+                      <>
+                        <span>·</span>
+                        <span className="flex items-center gap-1 text-green-600 dark:text-green-400">
                          <span className="w-1.5 h-1.5 rounded-full bg-green-500 inline-block" />
+                          Active
                        </span>
-                      )}
-                    </div>
-                  </button>
-                );
-              })}
-            </div>
-          )}
-        </ScrollArea>
-      </div>
-
-      {/* Right Panel: Messages */}
-      <div className="flex-1 flex flex-col min-h-0 min-w-0">
-        {!selectedSessionId ? (
-          <div className="text-center text-muted-foreground text-sm flex-1 flex items-center justify-center">
-            {t('bots.sessionMonitor.selectSession')}
-          </div>
-        ) : (
-          <>
-            {/* Chat Header */}
-            <div className="px-4 py-2.5 border-b shrink-0">
-              <div className="min-w-0">
-                <div className="text-sm font-medium truncate">
-                  {selectedSession?.user_name ||
-                    selectedSession?.user_id ||
-                    selectedSessionId.slice(0, 20)}
-                </div>
-                <div className="flex items-center gap-1.5 text-xs text-muted-foreground mt-0.5">
-                  {parseSessionType(selectedSessionId) && (
-                    <span>{parseSessionType(selectedSessionId)}</span>
-                  )}
-                  {selectedSession?.platform && (
-                    <>
-                      {parseSessionType(selectedSessionId) && <span>·</span>}
-                      <span>{selectedSession.platform}</span>
-                    </>
-                  )}
-                  {selectedSession?.user_id && (
-                    <>
-                      <span>·</span>
-                      <span className="font-mono">
-                        {selectedSession.user_id}
-                      </span>
-                      <button
-                        type="button"
-                        onClick={() => copyUserId(selectedSession.user_id!)}
-                        className="inline-flex items-center text-muted-foreground hover:text-foreground transition-colors"
-                        title={t('common.copy')}
-                      >
-                        {copiedUserId ? (
-                          <Check className="w-3 h-3 text-green-600" />
-                        ) : (
-                          <Copy className="w-3 h-3" />
-                        )}
-                      </button>
-                    </>
-                  )}
-                  {selectedSession?.is_active && (
-                    <>
-                      <span>·</span>
-                      <span className="flex items-center gap-1 text-green-600 dark:text-green-400">
-                        <span className="w-1.5 h-1.5 rounded-full bg-green-500 inline-block" />
-                        Active
-                      </span>
-                    </>
-                  )}
+                      </>
+                    )}
+                    {selectedSession && parseSessionType(selectedSessionId) && (
+                      <>
+                        <span>·</span>
+                        <button
+                          type="button"
+                          className={cn(
+                            'inline-flex items-center gap-1 transition-colors',
+                            isSessionAdmin(selectedSession)
+                              ? 'text-blue-500'
+                              : 'text-muted-foreground hover:text-blue-500',
+                          )}
+                          disabled={togglingAdmin === selectedSessionId}
+                          title={
+                            isSessionAdmin(selectedSession)
+                              ? t('bots.admins.removeAdminTitle')
+                              : t('bots.admins.setAdminTitle')
+                          }
+                          onClick={() => toggleAdmin(selectedSession)}
+                        >
+                          {isSessionAdmin(selectedSession) ? (
+                            <ShieldCheck className="size-3.5" />
+                          ) : (
+                            <ShieldOff className="size-3.5" />
+                          )}
+                          <span>{t('bots.admins.adminBadge')}</span>
+                        </button>
+                      </>
+                    )}
+                  </div>
                </div>
              </div>
-            </div>

-            {/* Messages Area */}
-            <ScrollArea
-              ref={messagesContainerRef}
-              className="flex-1 px-4 py-4 overflow-y-auto min-h-0"
-            >
-              <div className="space-y-4">
-                {loadingMessages ? (
-                  <div className="text-center text-muted-foreground py-12 text-sm">
-                    {t('bots.sessionMonitor.loading')}
-                  </div>
-                ) : messages.length === 0 ? (
-                  <div className="text-center text-muted-foreground py-12 text-sm">
-                    {t('bots.sessionMonitor.noMessages')}
-                  </div>
-                ) : (
-                  messages.map((msg, msgIndex) => {
-                    const isUser = isUserMessage(msg);
-                    const isDiscarded =
-                      msg.status === 'discarded' ||
-                      msg.pipeline_id === PIPELINE_DISCARD;
-                    // For bot replies, find feedback linked to the preceding user message
-                    let msgFeedback: SessionFeedback | undefined;
-                    if (!isUser) {
-                      for (let i = msgIndex - 1; i >= 0; i--) {
-                        if (isUserMessage(messages[i])) {
-                          msgFeedback = feedbackMap[messages[i].id];
-                          break;
-                        }
+              {/* Messages Area */}
+              <ScrollArea
+                ref={messagesContainerRef}
+                className="flex-1 px-4 py-4 overflow-y-auto min-h-0"
+              >
+                <div className="space-y-4">
+                  {loadingMessages ? (
+                    <div className="text-center text-muted-foreground py-12 text-sm">
+                      {t('bots.sessionMonitor.loading')}
+                    </div>
+                  ) : timelineItems.length === 0 ? (
+                    <div className="text-center text-muted-foreground py-12 text-sm">
+                      {t('bots.sessionMonitor.noMessages')}
+                    </div>
+                  ) : (
+                    timelineItems.map((item) => {
+                      if (item.type === 'tool') {
+                        const call = item.toolCall;
+                        const hasToolDetails = Boolean(
+                          call.arguments || call.result || call.error_message,
+                        );
+                        const expandedToolCall = Boolean(
+                          expandedToolCallIds[call.id],
+                        );
+                        const detailsId = `tool-call-details-${call.id}`;
+                        return (
+                          <div key={item.id} className="flex justify-start">
+                            <div className="max-w-2xl rounded-xl rounded-bl-sm border border-border/60 bg-muted/25 px-2.5 py-1.5 text-xs text-muted-foreground">
+                              <button
+                                type="button"
+                                className={cn(
+                                  'flex w-full items-center justify-between gap-3 rounded-md text-left outline-none transition-colors',
+                                  hasToolDetails &&
+                                    'cursor-pointer hover:bg-muted/40 focus-visible:ring-2 focus-visible:ring-ring',
+                                )}
+                                aria-expanded={
+                                  hasToolDetails ? expandedToolCall : undefined
+                                }
+                                aria-controls={
+                                  hasToolDetails ? detailsId : undefined
+                                }
+                                aria-disabled={!hasToolDetails}
+                                onClick={() =>
+                                  hasToolDetails &&
+                                  toggleToolCallDetails(call.id)
+                                }
+                              >
+                                <div className="flex min-w-0 flex-wrap items-center gap-1.5">
+                                  {hasToolDetails &&
+                                    (expandedToolCall ? (
+                                      <ChevronDown className="h-3.5 w-3.5 shrink-0 text-muted-foreground/70" />
+                                    ) : (
+                                      <ChevronRight className="h-3.5 w-3.5 shrink-0 text-muted-foreground/70" />
+                                    ))}
+                                  <Wrench className="h-3.5 w-3.5 shrink-0 text-muted-foreground/70" />
+                                  <span className="min-w-0 max-w-[18rem] truncate text-[13px] font-medium text-foreground/75">
+                                    {call.tool_name}
+                                  </span>
+                                  <span className="rounded border border-border/50 bg-background/60 px-1.5 py-0.5 text-[10px] leading-none text-muted-foreground">
+                                    {call.tool_source}
+                                  </span>
+                                  <span
+                                    className={cn(
+                                      'rounded px-1.5 py-0.5 text-[10px] font-medium leading-none',
+                                      call.status === 'success'
+                                        ? 'bg-green-100/70 text-green-700 dark:bg-green-950/60 dark:text-green-300'
+                                        : 'bg-red-100/70 text-red-700 dark:bg-red-950/60 dark:text-red-300',
+                                    )}
+                                  >
+                                    {call.status}
+                                  </span>
+                                </div>
+                                <span className="shrink-0 text-[11px] tabular-nums text-muted-foreground/80">
+                                  {formatDuration(call.duration)}
+                                </span>
+                              </button>
+
+                              {hasToolDetails && expandedToolCall && (
+                                <div
+                                  id={detailsId}
+                                  className="mt-2 space-y-1.5"
+                                >
+                                  {(call.arguments || call.result) && (
+                                    <div className="space-y-1.5">
+                                      {call.arguments && (
+                                        <div>
+                                          <div className="mb-1 text-[11px] font-medium text-muted-foreground">
+                                            {t(
+                                              'monitoring.toolCalls.arguments',
+                                              {
+                                                defaultValue: '参数',
+                                              },
+                                            )}
+                                          </div>
+                                          <pre className="whitespace-pre-wrap break-words rounded bg-background/80 p-2 font-mono text-[11px] leading-4 text-muted-foreground">
+                                            {truncateToolDetail(call.arguments)}
+                                          </pre>
+                                        </div>
+                                      )}
+                                      {call.result && (
+                                        <div>
+                                          <div className="mb-1 text-[11px] font-medium text-muted-foreground">
+                                            {t('monitoring.toolCalls.result', {
+                                              defaultValue: '结果',
+                                            })}
+                                          </div>
+                                          <pre className="whitespace-pre-wrap break-words rounded bg-background/80 p-2 font-mono text-[11px] leading-4 text-muted-foreground">
+                                            {truncateToolDetail(call.result)}
+                                          </pre>
+                                        </div>
+                                      )}
+                                    </div>
+                                  )}
+
+                                  {call.error_message && (
+                                    <div className="whitespace-pre-wrap break-words rounded bg-red-50 p-2 text-[11px] text-red-600 dark:bg-red-950/40 dark:text-red-400">
+                                      {call.error_message}
+                                    </div>
+                                  )}
+                                </div>
+                              )}
+
+                              <div className="mt-1.5 flex items-center gap-1.5 text-[11px] text-muted-foreground">
+                                <span>
+                                  {t('monitoring.toolCalls.title', {
+                                    defaultValue: '工具调用',
+                                  })}
+                                </span>
+                                <span className="tabular-nums">
+                                  {formatTime(call.timestamp)}
+                                </span>
+                                {hasToolDetails && (
+                                  <>
+                                    <span>·</span>
+                                    <span>
+                                      {expandedToolCall
+                                        ? t(
+                                            'monitoring.toolCalls.hideDetails',
+                                            {
+                                              defaultValue: '隐藏详情',
+                                            },
+                                          )
+                                        : t(
+                                            'monitoring.toolCalls.showDetails',
+                                            {
+                                              defaultValue: '查看详情',
+                                            },
+                                          )}
+                                    </span>
+                                  </>
+                                )}
+                              </div>
+                            </div>
+                          </div>
+                        );
                      }
-                    }
-                    return (
-                      <div
-                        key={msg.id}
-                        className={cn(
-                          'flex',
-                          isUser ? 'justify-end' : 'justify-start',
-                        )}
-                      >
+
+                      const msg = item.message;
+                      const isUser = isUserMessage(msg);
+                      const isDiscarded =
+                        msg.status === 'discarded' ||
+                        msg.pipeline_id === PIPELINE_DISCARD;
+                      const msgFeedback = feedbackByMessageId[msg.id];
+                      return (
                        <div
+                          key={item.id}
                          className={cn(
-                            'max-w-3xl px-4 py-2.5 rounded-2xl text-sm',
-                            isUser
-                              ? 'bg-primary/10 rounded-br-sm'
-                              : 'bg-muted rounded-bl-sm',
-                            msg.status === 'error' && 'ring-1 ring-red-400/50',
-                            isDiscarded && 'opacity-60',
+                            'flex',
+                            isUser ? 'justify-end' : 'justify-start',
                          )}
                        >
-                          {renderMessageContent(msg)}
-                          {/* Role label + pipeline + timestamp */}
                          <div
                            className={cn(
-                              'text-[11px] mt-1.5 flex items-center gap-1.5 text-muted-foreground',
+                              'max-w-3xl px-4 py-2.5 rounded-2xl text-sm',
+                              isUser
+                                ? 'bg-primary/10 rounded-br-sm'
+                                : 'bg-muted rounded-bl-sm',
+                              msg.status === 'error' &&
+                                'ring-1 ring-red-400/50',
+                              isDiscarded && 'opacity-60',
                            )}
                          >
-                            <span>
-                              {isUser
-                                ? t('bots.sessionMonitor.userMessage', {
-                                    defaultValue: 'User',
-                                  })
-                                : t('bots.sessionMonitor.botMessage', {
-                                    defaultValue: 'Assistant',
+                            {renderMessageContent(msg)}
+                            {/* Role label + pipeline + timestamp */}
+                            <div
+                              className={cn(
+                                'text-[11px] mt-1.5 flex items-center gap-1.5 text-muted-foreground',
+                              )}
+                            >
+                              <span>
+                                {isUser
+                                  ? t('bots.sessionMonitor.userMessage', {
+                                      defaultValue: 'User',
+                                    })
+                                  : t('bots.sessionMonitor.botMessage', {
+                                      defaultValue: 'Assistant',
+                                    })}
+                              </span>
+                              <span className="tabular-nums">
+                                {formatTime(msg.timestamp)}
+                              </span>
+                              {isDiscarded ? (
+                                <span className="inline-flex items-center gap-0.5 text-destructive">
+                                  <Ban className="w-3 h-3" />
+                                  {t('bots.sessionMonitor.discarded', {
+                                    defaultValue: 'Discarded',
                                  })}
-                            </span>
-                            <span className="tabular-nums">
-                              {formatTime(msg.timestamp)}
-                            </span>
-                            {isDiscarded ? (
-                              <span className="inline-flex items-center gap-0.5 text-destructive">
-                                <Ban className="w-3 h-3" />
-                                {t('bots.sessionMonitor.discarded', {
-                                  defaultValue: 'Discarded',
-                                })}
-                              </span>
-                            ) : msg.pipeline_name ? (
-                              <span className="inline-flex items-center gap-0.5 opacity-70">
-                                <Workflow className="w-3 h-3" />
-                                {msg.pipeline_name}
-                              </span>
-                            ) : null}
-                            {msg.status === 'error' && (
-                              <span className="text-red-500">error</span>
-                            )}
-                            {msg.runner_name && (
-                              <span className="inline-flex items-center gap-0.5 opacity-70">
-                                <Bot className="w-3 h-3" />
-                                {msg.runner_name}
-                              </span>
-                            )}
-                            {/* Feedback indicator — same line, pushed right */}
-                            {!isUser &&
-                              msgFeedback &&
-                              (msgFeedback.feedback_type === 1 ? (
-                                <span className="inline-flex items-center gap-1 ml-auto text-green-600 dark:text-green-400 cursor-default relative group">
-                                  <ThumbsUp className="w-3 h-3 flex-shrink-0" />
-                                  {t('monitoring.feedback.like')}
-                                  {msgFeedback.feedback_content && (
-                                    <span className="hidden group-hover:block absolute bottom-full right-0 mb-1 px-3 py-1.5 rounded-lg bg-popover border text-popover-foreground text-xs whitespace-nowrap shadow-md z-10">
-                                      {msgFeedback.feedback_content}
-                                    </span>
-                                  )}
                                </span>
-                              ) : (
-                                <span className="inline-flex items-center gap-1 ml-auto text-red-500 dark:text-red-400 cursor-default relative group">
-                                  <ThumbsDown className="w-3 h-3 flex-shrink-0" />
-                                  {t('monitoring.feedback.dislike')}
-                                  {msgFeedback.feedback_content && (
-                                    <span className="hidden group-hover:block absolute bottom-full right-0 mb-1 px-3 py-1.5 rounded-lg bg-popover border text-popover-foreground text-xs whitespace-nowrap shadow-md z-10">
-                                      {msgFeedback.feedback_content}
-                                    </span>
-                                  )}
+                              ) : msg.pipeline_name ? (
+                                <span className="inline-flex items-center gap-0.5 opacity-70">
+                                  <Workflow className="w-3 h-3" />
+                                  {msg.pipeline_name}
                                </span>
-                              ))}
+                              ) : null}
+                              {msg.status === 'error' && (
+                                <span className="text-red-500">error</span>
+                              )}
+                              {msg.runner_name && (
+                                <span className="inline-flex items-center gap-0.5 opacity-70">
+                                  <Bot className="w-3 h-3" />
+                                  {msg.runner_name}
+                                </span>
+                              )}
+                              {/* Feedback indicator — same line, pushed right */}
+                              {!isUser &&
+                                msgFeedback &&
+                                (msgFeedback.feedback_type === 1 ? (
+                                  <span className="inline-flex items-center gap-1 ml-auto text-green-600 dark:text-green-400 cursor-default relative group">
+                                    <ThumbsUp className="w-3 h-3 flex-shrink-0" />
+                                    {t('monitoring.feedback.like')}
+                                    {msgFeedback.feedback_content && (
+                                      <span className="hidden group-hover:block absolute bottom-full right-0 mb-1 px-3 py-1.5 rounded-lg bg-popover border text-popover-foreground text-xs whitespace-nowrap shadow-md z-10">
+                                        {msgFeedback.feedback_content}
+                                      </span>
+                                    )}
+                                  </span>
+                                ) : (
+                                  <span className="inline-flex items-center gap-1 ml-auto text-red-500 dark:text-red-400 cursor-default relative group">
+                                    <ThumbsDown className="w-3 h-3 flex-shrink-0" />
+                                    {t('monitoring.feedback.dislike')}
+                                    {msgFeedback.feedback_content && (
+                                      <span className="hidden group-hover:block absolute bottom-full right-0 mb-1 px-3 py-1.5 rounded-lg bg-popover border text-popover-foreground text-xs whitespace-nowrap shadow-md z-10">
+                                        {msgFeedback.feedback_content}
+                                      </span>
+                                    )}
+                                  </span>
+                                ))}
+                            </div>
                          </div>
                        </div>
-                      </div>
-                    );
-                  })
-                )}
-              </div>
-            </ScrollArea>
-          </>
-        )}
+                      );
+                    })
+                  )}
+                </div>
+              </ScrollArea>
+            </>
+          )}
+        </div>
      </div>
-    </div>
+
+      <BotAdminsDialog
+        botId={botId}
+        open={adminsDialogOpen}
+        onOpenChange={setAdminsDialogOpen}
+        admins={admins}
+        onAdminsChange={reloadAdmins}
+      />
+    </>
  );
 });

@@ -1,4 +1,5 @@
 import {
+  DynamicFormItemType,
  IDynamicFormItemSchema,
  SYSTEM_FIELD_PREFIX,
 } from '@/app/infra/entities/form/dynamic';
@@ -57,6 +58,95 @@ function resolveShowIfValue(
  return externalDependentValues?.[field];
 }

+type DynamicFormValueSpec = Pick<
+  IDynamicFormItemSchema,
+  'default' | 'name' | 'required' | 'type'
+>;
+
+function getValueSpecs(item: IDynamicFormItemSchema): DynamicFormValueSpec[] {
+  if (item.type === DynamicFormItemType.RICH_TOOLS_SELECTOR) {
+    return [
+      item,
+      {
+        name: 'enable-all-tools',
+        type: DynamicFormItemType.BOOLEAN,
+        required: false,
+        default: true,
+      },
+    ];
+  }
+
+  if (item.type === DynamicFormItemType.RESOURCES_SELECTOR) {
+    return [
+      item,
+      {
+        name: 'mcp-resources',
+        type: DynamicFormItemType.UNKNOWN,
+        required: false,
+        default: [],
+      },
+      {
+        name: 'mcp-resource-agent-read-enabled',
+        type: DynamicFormItemType.BOOLEAN,
+        required: false,
+        default: true,
+      },
+    ];
+  }
+
+  return [item];
+}
+
+function getValueSchema(spec: DynamicFormValueSpec) {
+  if (spec.name === 'mcp-resources') {
+    return z.array(z.any());
+  }
+
+  switch (spec.type) {
+    case DynamicFormItemType.INT:
+      return z.number();
+    case DynamicFormItemType.FLOAT:
+      return z.number();
+    case DynamicFormItemType.BOOLEAN:
+      return z.boolean();
+    case DynamicFormItemType.STRING:
+      return z.string();
+    case DynamicFormItemType.STRING_ARRAY:
+      return z.array(z.string());
+    case DynamicFormItemType.SELECT:
+      return z.string();
+    case DynamicFormItemType.LLM_MODEL_SELECTOR:
+      return z.string();
+    case DynamicFormItemType.EMBEDDING_MODEL_SELECTOR:
+      return z.string();
+    case DynamicFormItemType.RERANK_MODEL_SELECTOR:
+      return z.string();
+    case DynamicFormItemType.KNOWLEDGE_BASE_SELECTOR:
+      return z.string();
+    case DynamicFormItemType.KNOWLEDGE_BASE_MULTI_SELECTOR:
+    case DynamicFormItemType.RESOURCES_SELECTOR:
+    case DynamicFormItemType.RICH_TOOLS_SELECTOR:
+    case DynamicFormItemType.TOOLS_SELECTOR:
+      return z.array(z.string());
+    case DynamicFormItemType.BOT_SELECTOR:
+      return z.string();
+    case DynamicFormItemType.MODEL_FALLBACK_SELECTOR:
+      return z.object({
+        primary: z.string(),
+        fallbacks: z.array(z.string()),
+      });
+    case DynamicFormItemType.PROMPT_EDITOR:
+      return z.array(
+        z.object({
+          content: z.string(),
+          role: z.string(),
+        }),
+      );
+    default:
+      return z.string();
+  }
+}
+
 /**
 * Display-only component for embed code fields with copy animation.
 */
@@ -322,9 +412,16 @@ export default function DynamicFormComponent({
  // model-fallback-selector) is coerced to the expected shape
  // so that downstream components never crash.
  const normalizeFieldValue = (
-    item: IDynamicFormItemSchema,
+    item: DynamicFormValueSpec,
    value: unknown,
  ): unknown => {
+    if (
+      item.name === 'mcp-resources' ||
+      item.type === DynamicFormItemType.RESOURCES_SELECTOR ||
+      item.type === DynamicFormItemType.RICH_TOOLS_SELECTOR
+    ) {
+      return Array.isArray(value) ? value : [];
+    }
    if (item.type === 'model-fallback-selector') {
      if (value != null && typeof value === 'object' && !Array.isArray(value)) {
        const obj = value as Record<string, unknown>;
@@ -368,68 +465,16 @@ export default function DynamicFormComponent({
    [itemConfigList],
  );

+  const editableValueSpecs = useMemo(
+    () => editableItems.flatMap(getValueSpecs),
+    [editableItems],
+  );
+
  // 根据 itemConfigList 动态生成 zod schema
  const formSchema = z.object(
-    editableItems.reduce(
+    editableValueSpecs.reduce(
      (acc, item) => {
-        let fieldSchema;
-        switch (item.type) {
-          case 'integer':
-            fieldSchema = z.number();
-            break;
-          case 'float':
-            fieldSchema = z.number();
-            break;
-          case 'boolean':
-            fieldSchema = z.boolean();
-            break;
-          case 'string':
-            fieldSchema = z.string();
-            break;
-          case 'array[string]':
-            fieldSchema = z.array(z.string());
-            break;
-          case 'select':
-            fieldSchema = z.string();
-            break;
-          case 'llm-model-selector':
-            fieldSchema = z.string();
-            break;
-          case 'embedding-model-selector':
-            fieldSchema = z.string();
-            break;
-          case 'rerank-model-selector':
-            fieldSchema = z.string();
-            break;
-          case 'knowledge-base-selector':
-            fieldSchema = z.string();
-            break;
-          case 'knowledge-base-multi-selector':
-            fieldSchema = z.array(z.string());
-            break;
-          case 'bot-selector':
-            fieldSchema = z.string();
-            break;
-          case 'tools-selector':
-            fieldSchema = z.array(z.string());
-            break;
-          case 'model-fallback-selector':
-            fieldSchema = z.object({
-              primary: z.string(),
-              fallbacks: z.array(z.string()),
-            });
-            break;
-          case 'prompt-editor':
-            fieldSchema = z.array(
-              z.object({
-                content: z.string(),
-                role: z.string(),
-              }),
-            );
-            break;
-          default:
-            fieldSchema = z.string();
-        }
+        let fieldSchema = getValueSchema(item);

        if (
          item.required &&
@@ -454,7 +499,7 @@ export default function DynamicFormComponent({

  const form = useForm<FormValues>({
    resolver: zodResolver(formSchema),
-    defaultValues: editableItems.reduce((acc, item) => {
+    defaultValues: editableValueSpecs.reduce((acc, item) => {
      // 优先使用 initialValues，如果没有则使用默认值
      const rawValue = initialValues?.[item.name] ?? item.default;
      return {
@@ -493,7 +538,7 @@ export default function DynamicFormComponent({

    if (initialValues && hasRealChange) {
      // 合并默认值和初始值
-      const mergedValues = editableItems.reduce(
+      const mergedValues = editableValueSpecs.reduce(
        (acc, item) => {
          const rawValue = initialValues[item.name] ?? item.default;
          acc[item.name] = normalizeFieldValue(item, rawValue) as object;
@@ -508,10 +553,16 @@ export default function DynamicFormComponent({

      previousInitialValues.current = initialValues;
    }
-  }, [initialValues, form, editableItems]);
+  }, [initialValues, form, editableValueSpecs]);

  // Get reactive form values for conditional rendering
  const watchedValues = form.watch();
+  const setFormValue = (name: string, value: unknown) => {
+    form.setValue(name as keyof FormValues, value as never, {
+      shouldDirty: true,
+      shouldValidate: true,
+    });
+  };

  // Stable ref for onSubmit to avoid re-triggering the effect when the
  // parent passes a new closure on every render.
@@ -524,7 +575,7 @@ export default function DynamicFormComponent({
    // even if the user saves without modifying any field.
    // form.watch(callback) only fires on subsequent changes, not on mount.
    const formValues = form.getValues();
-    const initialFinalValues = editableItems.reduce(
+    const initialFinalValues = editableValueSpecs.reduce(
      (acc, item) => {
        acc[item.name] = formValues[item.name] ?? item.default;
        return acc;
@@ -544,7 +595,7 @@ export default function DynamicFormComponent({

    const subscription = form.watch(() => {
      const formValues = form.getValues();
-      const finalValues = editableItems.reduce(
+      const finalValues = editableValueSpecs.reduce(
        (acc, item) => {
          acc[item.name] = formValues[item.name] ?? item.default;
          return acc;
@@ -555,7 +606,7 @@ export default function DynamicFormComponent({
      previousInitialValues.current = finalValues as Record<string, object>;
    });
    return () => subscription.unsubscribe();
-  }, [form, editableItems]);
+  }, [form, editableValueSpecs]);

  // State for QR code login dialog
  const [qrDialogOpen, setQrDialogOpen] = useState(false);
@@ -786,6 +837,41 @@ export default function DynamicFormComponent({
            );
          }

+          if (
+            config.type === DynamicFormItemType.RICH_TOOLS_SELECTOR ||
+            config.type === DynamicFormItemType.RESOURCES_SELECTOR
+          ) {
+            return (
+              <FormField
+                key={config.id}
+                control={form.control}
+                name={config.name as keyof FormValues}
+                render={({ field }) => (
+                  <FormItem className="min-w-0">
+                    <FormControl>
+                      <div
+                        className={cn(
+                          'min-w-0 max-w-full overflow-x-hidden',
+                          isFieldDisabled && 'pointer-events-none opacity-60',
+                        )}
+                      >
+                        <DynamicFormItemComponent
+                          config={config}
+                          field={field}
+                          formValues={watchedValues as Record<string, unknown>}
+                          onFileUploaded={onFileUploaded}
+                          setFormValue={setFormValue}
+                          systemContext={systemContext}
+                        />
+                      </div>
+                    </FormControl>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+            );
+          }
+
          // Boolean fields use a special inline layout
          if (config.type === 'boolean') {
            return (
@@ -816,7 +902,10 @@ export default function DynamicFormComponent({
                        <DynamicFormItemComponent
                          config={config}
                          field={field}
+                          formValues={watchedValues as Record<string, unknown>}
                          onFileUploaded={onFileUploaded}
+                          setFormValue={setFormValue}
+                          systemContext={systemContext}
                        />
                      </FormControl>
                    </div>
@@ -853,7 +942,10 @@ export default function DynamicFormComponent({
                      <DynamicFormItemComponent
                        config={config}
                        field={field}
+                        formValues={watchedValues as Record<string, unknown>}
                        onFileUploaded={onFileUploaded}
+                        setFormValue={setFormValue}
+                        systemContext={systemContext}
                      />
                    </div>
                  </FormControl>
@@ -64,15 +64,33 @@ import {
 import SettingsDialog, {
  SettingsSection,
 } from '@/app/home/components/settings-dialog/SettingsDialog';
+import ToolResourceSelectors from '@/app/home/components/dynamic-form/ToolResourceSelectors';
+import { LANGBOT_MODELS_PROVIDER_REQUESTER } from '@/app/home/components/models-dialog/types';
+
+function hasUsableUuid<T extends { uuid?: string | null }>(
+  item: T,
+): item is T & { uuid: string } {
+  return typeof item.uuid === 'string' && item.uuid.trim().length > 0;
+}
+
+function hasUsableOptionName(option: { name?: string | null }): boolean {
+  return typeof option.name === 'string' && option.name.trim().length > 0;
+}

 export default function DynamicFormItemComponent({
  config,
  field,
+  formValues,
  onFileUploaded,
+  setFormValue,
+  systemContext,
 }: {
  config: IDynamicFormItemSchema;
  field: ControllerRenderProps<any, any>;
+  formValues?: Record<string, unknown>;
  onFileUploaded?: (fileKey: string) => void;
+  setFormValue?: (name: string, value: unknown) => void;
+  systemContext?: Record<string, unknown>;
 }) {
  const [llmModels, setLlmModels] = useState<LLMModel[]>([]);
  const [embeddingModels, setEmbeddingModels] = useState<EmbeddingModel[]>([]);
@@ -96,17 +114,41 @@ export default function DynamicFormItemComponent({
    httpClient
      .getProviderLLMModels()
      .then((resp) => {
-        setLlmModels(resp.models);
+        setLlmModels(resp.models.filter(hasUsableUuid));
      })
      .catch((err) => {
        toast.error(t('models.getModelListError') + err.msg);
      });
  };

+  const fetchEmbeddingModels = () => {
+    httpClient
+      .getProviderEmbeddingModels()
+      .then((resp) => {
+        setEmbeddingModels(resp.models.filter(hasUsableUuid));
+      })
+      .catch((err) => {
+        toast.error(t('embedding.getModelListError') + err.msg);
+      });
+  };
+
+  const fetchRerankModels = () => {
+    httpClient
+      .getProviderRerankModels()
+      .then((resp) => {
+        setRerankModels(resp.models.filter(hasUsableUuid));
+      })
+      .catch((err) => {
+        toast.error('Failed to load rerank models: ' + err.msg);
+      });
+  };
+
  const handleModelsDialogChange = (open: boolean) => {
    setModelsDialogOpen(open);
    if (!open) {
      fetchLlmModels();
+      fetchEmbeddingModels();
+      fetchRerankModels();
    }
  };

@@ -174,27 +216,13 @@ export default function DynamicFormItemComponent({

  useEffect(() => {
    if (config.type === DynamicFormItemType.EMBEDDING_MODEL_SELECTOR) {
-      httpClient
-        .getProviderEmbeddingModels()
-        .then((resp) => {
-          setEmbeddingModels(resp.models);
-        })
-        .catch((err) => {
-          toast.error(t('embedding.getModelListError') + err.msg);
-        });
+      fetchEmbeddingModels();
    }
  }, [config.type]);

  useEffect(() => {
    if (config.type === DynamicFormItemType.RERANK_MODEL_SELECTOR) {
-      httpClient
-        .getProviderRerankModels()
-        .then((resp) => {
-          setRerankModels(resp.models);
-        })
-        .catch((err) => {
-          toast.error('Failed to load rerank models: ' + err.msg);
-        });
+      fetchRerankModels();
    }
  }, [config.type]);

@@ -212,7 +240,7 @@ export default function DynamicFormItemComponent({
      httpClient
        .getKnowledgeBases()
        .then((resp) => {
-          setKnowledgeBases(resp.bases);
+          setKnowledgeBases(resp.bases.filter(hasUsableUuid));
        })
        .catch((err) => {
          toast.error(t('knowledge.getKnowledgeBaseListError') + err.msg);
@@ -225,7 +253,7 @@ export default function DynamicFormItemComponent({
      httpClient
        .getBots()
        .then((resp) => {
-          setBots(resp.bots);
+          setBots(resp.bots.filter(hasUsableUuid));
        })
        .catch((err) => {
          toast.error(t('bots.getBotListError') + err.msg);
@@ -248,6 +276,16 @@ export default function DynamicFormItemComponent({
    }
  }, [config.type]);

+  const handleCompositePatch = (patch: Record<string, unknown>) => {
+    for (const [name, value] of Object.entries(patch)) {
+      if (setFormValue) {
+        setFormValue(name, value);
+      } else if (name === field.name) {
+        field.onChange(value);
+      }
+    }
+  };
+
  switch (config.type) {
    case DynamicFormItemType.INT:
    case DynamicFormItemType.FLOAT:
@@ -360,7 +398,7 @@ export default function DynamicFormItemComponent({
          </SelectTrigger>
          <SelectContent>
            <SelectGroup>
-              {config.options?.map((option) => (
+              {config.options?.filter(hasUsableOptionName).map((option) => (
                <SelectItem
                  key={option.name}
                  value={option.name}
@@ -377,10 +415,10 @@ export default function DynamicFormItemComponent({
    case DynamicFormItemType.LLM_MODEL_SELECTOR:
      // Separate space models from regular models
      const spaceModels = llmModels.filter(
-        (m) => m.provider?.requester === 'space-chat-completions',
+        (m) => m.provider?.requester === LANGBOT_MODELS_PROVIDER_REQUESTER,
      );
      const regularModels = llmModels.filter(
-        (m) => m.provider?.requester !== 'space-chat-completions',
+        (m) => m.provider?.requester !== LANGBOT_MODELS_PROVIDER_REQUESTER,
      );

      // Group regular models by provider
@@ -481,7 +519,7 @@ export default function DynamicFormItemComponent({
                          </div>
                        ))}
                      {/* Blurred remaining models with login overlay */}
-                      <div className="relative">
+                      <div className="relative min-h-10">
                        <div
                          className="select-none overflow-hidden"
                          style={{ maxHeight: '3rem' }}
@@ -558,7 +596,10 @@ export default function DynamicFormItemComponent({
                variant="ghost"
                size="icon"
                className="h-9 w-9 shrink-0"
-                onClick={() => setModelsDialogOpen(true)}
+                onClick={() => {
+                  setSettingsSection('models');
+                  setModelsDialogOpen(true);
+                }}
              >
                <Settings className="h-4 w-4 text-muted-foreground" />
              </Button>
@@ -574,9 +615,15 @@ export default function DynamicFormItemComponent({
        </div>
      );

-    case DynamicFormItemType.EMBEDDING_MODEL_SELECTOR:
-      // Group embedding models by provider
-      const groupedEmbeddingModels = embeddingModels.reduce(
+    case DynamicFormItemType.EMBEDDING_MODEL_SELECTOR: {
+      const spaceEmbeddingModels = embeddingModels.filter(
+        (m) => m.provider?.requester === LANGBOT_MODELS_PROVIDER_REQUESTER,
+      );
+      const regularEmbeddingModels = embeddingModels.filter(
+        (m) => m.provider?.requester !== LANGBOT_MODELS_PROVIDER_REQUESTER,
+      );
+
+      const groupedEmbeddingModels = regularEmbeddingModels.reduce(
        (acc, model) => {
          const providerName = model.provider?.name || 'Unknown';
          if (!acc[providerName]) acc[providerName] = [];
@@ -586,29 +633,169 @@ export default function DynamicFormItemComponent({
        {} as Record<string, EmbeddingModel[]>,
      );

+      const groupedSpaceEmbeddingModels = spaceEmbeddingModels.reduce(
+        (acc, model) => {
+          const providerName =
+            model.provider?.name || model.provider?.requester || 'Unknown';
+          if (!acc[providerName]) acc[providerName] = [];
+          acc[providerName].push(model);
+          return acc;
+        },
+        {} as Record<string, EmbeddingModel[]>,
+      );
+
+      const previewEmbeddingModelNames = [
+        'text-embedding-3-large',
+        'text-embedding-3-small',
+        'bge-m3',
+        'jina-embeddings-v3',
+        'qwen3-embedding-8b',
+      ];
+
      return (
-        <div className="w-full max-w-md min-w-0">
-          <Select value={field.value} onValueChange={field.onChange}>
-            <SelectTrigger className="min-w-0 bg-[#ffffff] dark:bg-[#2a2a2e]">
-              <SelectValue placeholder={t('knowledge.selectEmbeddingModel')} />
-            </SelectTrigger>
-            <SelectContent>
-              {Object.entries(groupedEmbeddingModels).map(
-                ([providerName, models]) => (
-                  <SelectGroup key={providerName}>
-                    <SelectLabel>{providerName}</SelectLabel>
-                    {models.map((model) => (
-                      <SelectItem key={model.uuid} value={model.uuid}>
-                        {model.name}
-                      </SelectItem>
-                    ))}
+        <div className="flex w-full max-w-md min-w-0 items-center gap-1.5">
+          <div className="min-w-0 flex-1">
+            <Select value={field.value} onValueChange={field.onChange}>
+              <SelectTrigger className="min-w-0 bg-[#ffffff] dark:bg-[#2a2a2e]">
+                <SelectValue
+                  placeholder={t('knowledge.selectEmbeddingModel')}
+                />
+              </SelectTrigger>
+              <SelectContent>
+                {Object.entries(groupedEmbeddingModels).map(
+                  ([providerName, models]) => (
+                    <SelectGroup key={providerName}>
+                      <SelectLabel>{providerName}</SelectLabel>
+                      {models.map((model) => (
+                        <SelectItem key={model.uuid} value={model.uuid}>
+                          {model.name}
+                        </SelectItem>
+                      ))}
+                    </SelectGroup>
+                  ),
+                )}
+                {showSpaceLoginCTA ? (
+                  <SelectGroup>
+                    <SelectLabel>
+                      <span className="inline-flex items-center gap-1.5">
+                        <Sparkles className="h-3.5 w-3.5 text-purple-500" />
+                        {t('models.langbotModels')}
+                        <Tooltip>
+                          <TooltipTrigger
+                            asChild
+                            onMouseDown={(e) => e.preventDefault()}
+                          >
+                            <Info className="h-3 w-3 text-muted-foreground cursor-help" />
+                          </TooltipTrigger>
+                          <TooltipContent side="top" className="max-w-[240px]">
+                            {t('models.spaceTrialTooltip')}
+                          </TooltipContent>
+                        </Tooltip>
+                      </span>
+                    </SelectLabel>
+                    <div
+                      className="relative"
+                      onMouseDown={(e) => e.preventDefault()}
+                    >
+                      {(spaceEmbeddingModels.length > 0
+                        ? spaceEmbeddingModels.map((m) => m.name)
+                        : previewEmbeddingModelNames
+                      )
+                        .slice(0, 3)
+                        .map((name) => (
+                          <div
+                            key={name}
+                            className="relative flex w-full cursor-default select-none items-center rounded-sm py-1.5 pl-8 pr-2 text-sm text-muted-foreground/60"
+                          >
+                            {name}
+                          </div>
+                        ))}
+                      <div className="relative min-h-10">
+                        <div
+                          className="select-none overflow-hidden"
+                          style={{ maxHeight: '3rem' }}
+                        >
+                          {(spaceEmbeddingModels.length > 0
+                            ? spaceEmbeddingModels.map((m) => m.name)
+                            : previewEmbeddingModelNames
+                          )
+                            .slice(3)
+                            .map((name) => (
+                              <div
+                                key={name}
+                                className="flex w-full items-center py-1.5 pl-8 pr-2 text-sm text-muted-foreground/40 blur-[2px]"
+                              >
+                                {name}
+                              </div>
+                            ))}
+                        </div>
+                        <div className="absolute inset-0 flex items-center justify-center bg-gradient-to-b from-transparent to-background/80">
+                          <Button
+                            type="button"
+                            variant="outline"
+                            size="sm"
+                            className="h-7 text-xs px-3 gap-1.5 shadow-sm"
+                            onMouseDown={(e) => {
+                              e.preventDefault();
+                              e.stopPropagation();
+                              handleSpaceLogin();
+                            }}
+                          >
+                            <Sparkles className="h-3 w-3" />
+                            {t('models.unlockModels')}
+                          </Button>
+                        </div>
+                      </div>
+                    </div>
                  </SelectGroup>
-                ),
-              )}
-            </SelectContent>
-          </Select>
+                ) : !systemInfo.disable_models_service ? (
+                  Object.entries(groupedSpaceEmbeddingModels).map(
+                    ([providerName, models]) => (
+                      <SelectGroup key={providerName}>
+                        <SelectLabel>
+                          <span className="inline-flex items-center gap-1.5">
+                            <Sparkles className="h-3.5 w-3.5 text-purple-500" />
+                            {providerName}
+                          </span>
+                        </SelectLabel>
+                        {models.map((model) => (
+                          <SelectItem key={model.uuid} value={model.uuid}>
+                            {model.name}
+                          </SelectItem>
+                        ))}
+                      </SelectGroup>
+                    ),
+                  )
+                ) : null}
+              </SelectContent>
+            </Select>
+          </div>
+          <Tooltip>
+            <TooltipTrigger asChild>
+              <Button
+                type="button"
+                variant="ghost"
+                size="icon"
+                className="h-9 w-9 shrink-0"
+                onClick={() => {
+                  setSettingsSection('models');
+                  setModelsDialogOpen(true);
+                }}
+              >
+                <Settings className="h-4 w-4 text-muted-foreground" />
+              </Button>
+            </TooltipTrigger>
+            <TooltipContent side="right">{t('models.title')}</TooltipContent>
+          </Tooltip>
+          <SettingsDialog
+            open={modelsDialogOpen}
+            onOpenChange={handleModelsDialogChange}
+            section={settingsSection}
+            onSectionChange={setSettingsSection}
+          />
        </div>
      );
+    }

    case DynamicFormItemType.RERANK_MODEL_SELECTOR:
      const groupedRerankModels = rerankModels.reduce(
@@ -652,10 +839,10 @@ export default function DynamicFormItemComponent({
    case DynamicFormItemType.MODEL_FALLBACK_SELECTOR: {
      // Separate space models from regular models
      const fbSpaceModels = llmModels.filter(
-        (m) => m.provider?.requester === 'space-chat-completions',
+        (m) => m.provider?.requester === LANGBOT_MODELS_PROVIDER_REQUESTER,
      );
      const fbRegularModels = llmModels.filter(
-        (m) => m.provider?.requester !== 'space-chat-completions',
+        (m) => m.provider?.requester !== LANGBOT_MODELS_PROVIDER_REQUESTER,
      );

      // Group regular models by provider
@@ -786,7 +973,7 @@ export default function DynamicFormItemComponent({
                      </div>
                    ))}
                  {/* Blurred remaining models with login overlay */}
-                  <div className="relative">
+                  <div className="relative min-h-10">
                    <div
                      className="select-none overflow-hidden"
                      style={{ maxHeight: '3rem' }}
@@ -999,7 +1186,8 @@ export default function DynamicFormItemComponent({

    case DynamicFormItemType.KNOWLEDGE_BASE_SELECTOR:
      // Group KBs by Knowledge Engine name
-      const kbsByEngine = knowledgeBases.reduce(
+      const validKnowledgeBases = knowledgeBases.filter(hasUsableUuid);
+      const kbsByEngine = validKnowledgeBases.reduce(
        (acc, kb) => {
          const engineName = kb.knowledge_engine?.name
            ? extractI18nObject(kb.knowledge_engine.name)
@@ -1010,7 +1198,7 @@ export default function DynamicFormItemComponent({
          acc[engineName].push(kb);
          return acc;
        },
-        {} as Record<string, typeof knowledgeBases>,
+        {} as Record<string, typeof validKnowledgeBases>,
      );

      return (
@@ -1018,7 +1206,7 @@ export default function DynamicFormItemComponent({
          <SelectTrigger className="min-w-0 bg-[#ffffff] dark:bg-[#2a2a2e]">
            {field.value && field.value !== '__none__' ? (
              (() => {
-                const selectedKb = knowledgeBases.find(
+                const selectedKb = validKnowledgeBases.find(
                  (kb) => kb.uuid === field.value,
                );
                return (
@@ -1047,7 +1235,7 @@ export default function DynamicFormItemComponent({
              <SelectGroup key={engineName}>
                <SelectLabel>{engineName}</SelectLabel>
                {kbs.map((base) => (
-                  <SelectItem key={base.uuid} value={base.uuid ?? ''}>
+                  <SelectItem key={base.uuid} value={base.uuid}>
                    <div className="flex items-center gap-2">
                      {base.emoji && (
                        <span className="text-sm shrink-0">{base.emoji}</span>
@@ -1064,7 +1252,8 @@ export default function DynamicFormItemComponent({

    case DynamicFormItemType.KNOWLEDGE_BASE_MULTI_SELECTOR:
      // Group KBs by Knowledge Engine name for multi-selector
-      const multiKbsByEngine = knowledgeBases.reduce(
+      const validMultiKnowledgeBases = knowledgeBases.filter(hasUsableUuid);
+      const multiKbsByEngine = validMultiKnowledgeBases.reduce(
        (acc, kb) => {
          const engineName = kb.knowledge_engine?.name
            ? extractI18nObject(kb.knowledge_engine.name)
@@ -1075,7 +1264,7 @@ export default function DynamicFormItemComponent({
          acc[engineName].push(kb);
          return acc;
        },
-        {} as Record<string, typeof knowledgeBases>,
+        {} as Record<string, typeof validMultiKnowledgeBases>,
      );

      return (
@@ -1084,7 +1273,7 @@ export default function DynamicFormItemComponent({
            {field.value && field.value.length > 0 ? (
              <div className="min-w-0 space-y-2">
                {field.value.map((kbId: string) => {
-                  const currentKb = knowledgeBases.find(
+                  const currentKb = validMultiKnowledgeBases.find(
                    (base) => base.uuid === kbId,
                  );
                  if (!currentKb) return null;
@@ -1170,15 +1359,13 @@ export default function DynamicFormItemComponent({
                      {engineName}
                    </div>
                    {kbs.map((base) => {
-                      const isSelected = tempSelectedKBIds.includes(
-                        base.uuid ?? '',
-                      );
+                      const isSelected = tempSelectedKBIds.includes(base.uuid);
                      return (
                        <div
                          key={base.uuid}
                          className="flex items-center gap-3 rounded-lg border p-3 hover:bg-accent cursor-pointer"
                          onClick={() => {
-                            const kbId = base.uuid ?? '';
+                            const kbId = base.uuid;
                            setTempSelectedKBIds((prev) =>
                              prev.includes(kbId)
                                ? prev.filter((id) => id !== kbId)
@@ -1240,8 +1427,8 @@ export default function DynamicFormItemComponent({
          </SelectTrigger>
          <SelectContent>
            <SelectGroup>
-              {bots.map((bot) => (
-                <SelectItem key={bot.uuid} value={bot.uuid ?? ''}>
+              {bots.filter(hasUsableUuid).map((bot) => (
+                <SelectItem key={bot.uuid} value={bot.uuid}>
                  {bot.name}
                </SelectItem>
              ))}
@@ -1383,6 +1570,32 @@ export default function DynamicFormItemComponent({
        </>
      );

+    case DynamicFormItemType.RICH_TOOLS_SELECTOR:
+      return (
+        <ToolResourceSelectors
+          mode="tools"
+          pipelineId={systemContext?.pipeline_id as string | undefined}
+          value={{
+            ...(formValues || {}),
+            [field.name]: field.value,
+          }}
+          onChange={handleCompositePatch}
+        />
+      );
+
+    case DynamicFormItemType.RESOURCES_SELECTOR:
+      return (
+        <ToolResourceSelectors
+          mode="resources"
+          pipelineId={systemContext?.pipeline_id as string | undefined}
+          value={{
+            ...(formValues || {}),
+            [field.name]: field.value,
+          }}
+          onChange={handleCompositePatch}
+        />
+      );
+
    case DynamicFormItemType.PROMPT_EDITOR: {
      // Guard: field.value may be undefined when the form resets or
      // initialValues haven't propagated yet. Fall back to a default
@@ -56,6 +56,13 @@ export function getDefaultValues(
        return acc;
      }
      acc[item.name] = item.default;
+      if (item.type === DynamicFormItemType.RICH_TOOLS_SELECTOR) {
+        acc['enable-all-tools'] = true;
+      }
+      if (item.type === DynamicFormItemType.RESOURCES_SELECTOR) {
+        acc['mcp-resources'] = [];
+        acc['mcp-resource-agent-read-enabled'] = true;
+      }
      return acc;
    },

--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
Hyu	f89611f39a	chore: release v4.10.5	2026-07-03 00:59:53 +08:00
RockChinQ	04a199a3b2	fix: preserve MCP server ids with slashes Fixes #2301	2026-07-03 00:17:29 +08:00
Hyu	f85278f98b	Fix monitoring CI regressions	2026-07-02 17:22:33 +08:00
Hyu	0ce382fc8b	Improve pipeline monitoring and AI tab resilience	2026-07-02 16:53:50 +08:00
Hyu	e32e515bc9	Tone down tool call bubbles	2026-07-02 16:53:50 +08:00
Hyu	c809e3d14f	Add tool call observability	2026-07-02 16:53:50 +08:00
Hyu	b1bc05d5d3	Improve monitoring conversation turns	2026-07-02 16:53:50 +08:00
Stevenqin	13dba887d5	fix(wecomcs): implement proactive text sends (#2300 )	2026-07-02 14:39:05 +08:00
彼方	cc7a13158e	fix(aiocqhttp): resolve group member metadata (#2298 ) * fix(aiocqhttp): resolve group member metadata * style: ruff format	2026-07-01 20:00:47 +08:00
RockChinQ	7de7c7f714	docs: update Product Hunt badge to featured	2026-06-30 08:23:55 -04:00
Junyan Qin	85923e3d7b	fix(migrations): shorten mcp resource revision id	2026-06-30 19:39:23 +08:00
Junyan Qin	c7c6c5dc51	fix(i18n): add skill tools tooltip translations	2026-06-30 19:37:57 +08:00
Junyan Qin	b056646696	fix(migrations): add mcp resource preferences	2026-06-30 19:36:04 +08:00
advancer-young	096ec1a8ce	feat(mcp): support mcp resources (#2215 ) * feat(mcp): support mcp resources * feat(web): split MCP resources into tab * docs: add MCP resources PR review * feat(mcp): productionize resource support * feat(mcp): scope local agent tools and resources * fix(web): gate space embedding models behind login * fix(web): prevent clipped space model CTA * test: update preproc resource tool expectations * fix(web): expose skill authoring tools in selector --------- Co-authored-by: yang.xiang <yang.xiang@advancegroup.com> Co-authored-by: Hyu <chenhyu@proton.me> Co-authored-by: Junyan Qin <rockchinq@gmail.com>	2026-06-30 19:16:30 +08:00
RockChinQ	2618e06492	docs: update 302.AI referral link to share.302ai.cn	2026-06-30 05:10:17 -04:00
彼方	5c8c0eb17b	test: use package import paths (#2297 )	2026-06-30 10:51:34 +08:00
彼方	ccc51522cf	fix(aiocqhttp): normalize base64 media payloads (#2296 ) * fix(aiocqhttp): normalize image and voice base64 payloads * fix(aiocqhttp): support file messages from base64 payloads * test(aiocqhttp): use package import path	2026-06-30 10:51:09 +08:00
彼方	6a99a83f2d	chore(scripts): mark scripts executable (#2295 )	2026-06-30 10:50:26 +08:00
Hyu	ebab5343cf	fix(i18n): add bots.admins keys to all locale files (#2292 ) Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>	2026-06-27 17:38:30 +08:00
Hyu	b97cc800d3	feat(platform): migrate bot admins from config.yaml to database (#2289 ) * feat(platform): migrate bot admins from config.yaml to database - Add BotAdmin ORM model (bot_admins table) scoped per bot_uuid - Add Alembic migration 0007 to create table and migrate legacy config admins - Remove top-level admins key from config.yaml template - Add GET/POST/DELETE /api/v1/platform/bots/<uuid>/admins endpoints - Update cmdmgr privilege check to query bot_admins table (bot-scoped) - Add BotAdminsPanel frontend component in bot detail sessions tab - Add i18n keys (zh-Hans, en-US) * fix(ci): ruff/prettier format, fix test_importutil assertion * fix(ci): prettier format BackendClient.ts and i18n locales * fix(ci): eslint-prettier fix BackendClient.ts single-param formatting * refactor: move admin management into session monitor, fix session_id enum format - Remove standalone admins tab, replace with BotAdminsDialog in session monitor - Add admin toggle button inline in chat header next to Active status - Add BotAdminsDialog component with useBotAdmins hook - Fix session_id written as LauncherTypes.PERSON_xxx instead of person_xxx (monitoring_helper.py x4, pipelinemgr.py x1 missing .value on launcher_type) - Fix duplicate platform/person label in session list and chat header - Migrate existing malformed session_id records in DB --------- Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>	2026-06-27 17:18:19 +08:00
彼方	48905ea080	feat(plugin): report deferred response delivery failures (#2287 ) * feat(plugin): report deferred response delivery failures * style: fix ruff format issues in plugin_diagnostics and test_handler_actions --------- Co-authored-by: RockChinQ <45992437+RockChinQ@users.noreply.github.com>	2026-06-26 23:45:10 +08:00
Hyu	ddb77fc43c	fix(api): guard /set-password with allow_modify_login_info (#2288 ) The /change-password and /bind-space endpoints already refuse when system.allow_modify_login_info is false, but /set-password did not, leaving a path to alter login credentials on locked-down deployments (e.g. public demo instances). Apply the same guard. Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>	2026-06-26 16:35:50 +08:00