langbot-mcp-ops
Operate a LangBot instance through its built-in MCP (Model Context Protocol) server. Use when an AI agent needs to manage LangBot — list/create/update/delete bots, pipelines, models, knowledge bases, MCP servers, and skills — over MCP instead of raw HTTP. Covers the /mcp endpoint, API-key auth (web-UI lbk_ keys and the config.yaml global key), the tool surface, and client configuration. Triggers on "langbot mcp", "manage langbot via mcp", "langbot /mcp", "langbot mcp server".
69
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Low
Low-risk findings worth noting
Low
Low-risk findings.
1 low severity finding. Worth noting, but not necessarily harmful.
W011: Third-party content exposure detected (indirect prompt injection risk).
What this means
The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.
Why it was flagged
The MCP server exposes tools that read LangBot instance state (e.g., `list_knowledge_bases` and `retrieve_knowledge_base`) via streamable HTTP at `/mcp`, so an outsider who can post/submit content into those LangBot-managed sources could have that free text ingested and processed by the required workflow without prior selection.
- Repository
- langbot-app/LangBot
- Commit
7803d56
- Audited
- Security analysis
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