Mistral Ai Docs Mcp Server

Mistral Docs MCP

Unofficial, community-maintained MCP server for Mistral AI's developer documentation and full API reference. Not endorsed by or affiliated with Mistral AI.

Content source: docs.mistral.ai/llms-full.txt. Refreshed every 6 hours.

Endpoint: https://mistral-docs-mcp.vercel.app/mcp

What you get

Two MCP tools:

• search_mistral_docs(query, limit?) BM25 search with fuzzy matching across

every Mistral docs and API reference page.

• query_mistral_docs_filesystem(command) read-only shell over a virtualized

filesystem of the docs. Supports rg, find, cat, ls.

Install

No API key. No auth. Paste the URL.

Claude Code

claude mcp add --transport http mistral-docs https://mistral-docs-mcp.vercel.app/mcp

Claude Desktop

Settings → Connectors → Add custom connector. URL: https://mistral-docs-mcp.vercel.app/mcp.

Cursor

Add to .cursor/mcp.json (project or global):

{
  "mcpServers": {
    "mistral-docs": {
      "url": "https://mistral-docs-mcp.vercel.app/mcp"
    }
  }
}

Windsurf

Add to mcp_config.json:

{
  "mcpServers": {
    "mistral-docs": {
      "url": "https://mistral-docs-mcp.vercel.app/mcp"
    }
  }
}

VS Code with Copilot

Command palette: MCP: Add Server → HTTP → https://mistral-docs-mcp.vercel.app/mcp.

Codex CLI

codex mcp add mistral-docs --url https://mistral-docs-mcp.vercel.app/mcp

Gemini CLI / Gemini Code Assist

Add to ~/.gemini/settings.json:

{
  "mcpServers": {
    "mistral-docs": {
      "command": "npx",
      "args": ["mcp-remote", "https://mistral-docs-mcp.vercel.app/mcp"]
    }
  }
}

Zed

Add to settings.json under context_servers:

{
  "context_servers": {
    "mistral-docs": {
      "command": { "url": "https://mistral-docs-mcp.vercel.app/mcp" }
    }
  }
}

Mistral Le Chat

Settings → Custom connectors → Add. URL: https://mistral-docs-mcp.vercel.app/mcp, auth: none.

Mistral Vibe

Edit ~/.vibe/config.toml:

[[mcp_servers]]
name = "mistral-docs"
transport = "http"
url = "https://mistral-docs-mcp.vercel.app/mcp"

Restart with vibe.

ChatGPT

Developer mode → Connectors → Create → URL https://mistral-docs-mcp.vercel.app/mcp, auth none.

Privacy

No analytics. No query logging. Vercel's built-in request logs only.

Run locally

git clone https://github.com/nikhilbhima/mistral-ai-docs-mcp-server
cd mistral-ai-docs-mcp-server
npm install && npm run build && npm start

Point your MCP client at http://localhost:3000/mcp.

Self-host

Fork this repo and deploy to Vercel. Set two environment variables:

• CRON_SECRET (any random string, used to authenticate the cron endpoint)
• VERCEL_DEPLOY_HOOK_URL (create a Deploy Hook in your Vercel project settings)

Development

npm install
npm run dev
npm test

Design doc

See [docs/design.md](docs/design.md).

License

MIT

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: nikhilbhima
• Source: nikhilbhima/mistral-ai-docs-mcp-server
• License: MIT
• Homepage: https://mistral-docs-mcp.vercel.app

Install and usage instructions live in the source repository linked above.