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Many MCP / skill records store their icon as an absolute external URL (simpleicons.org / iconify.design) rather than an uploaded file, so the /resources/icon endpoint 404s and the card icon breaks. Add resolveMarketplaceIconURL() which prefers an absolute http(s) icon field and otherwise falls back to the resources endpoint.
Debug LangBot Frontend
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