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"Vibe Coding" LangGraph apps with llms.txt and MCP

LangChain · 18.7K views · 2025-03-20 · 10:50

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llms.txt is an emerging standard to provide LLMs with information about a website with brief background information, guidance, and links to detailed markdown files. Here, we create a simple MCP server to expose llms.txt to any MCP host (Claude Code/Desktop, Cursor, Windsurf) and make tool calls to fetch / read URLs from from llms.txt. We introduce llms.txt files for LangGraph and use them with our MCP server to fetch docs as needed by any MCP host code agent, making retrieval visible to the user and easy to audit.

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Video by LangChain, played through YouTube.

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