mistral-mcp
mistral-mcp is an MCP server, listed under model apis. It reaches mistral. It needs MISTRAL_API_KEY to authenticate. Its repository has 15 GitHub stars and is licensed under MIT; we last read it on 2026-10-23.
This repository provides a full Mistral AI MCP server that supports OCR, Voxtral audio, and Codestral FIM, enabling durable workflows and document extraction for Claude Code, Cursor, Windsurf, Zed, and Mistral Connectors.
Install
MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. mistral-mcp’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.
What it reaches, and what it needs
What it connects to
Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
Mistral MCP server for document extraction: invoices, contracts and typed JSON from text, Markdown or OCR. Six-tool core, chat, vision, audio, stdio and Streamable HTTP.
mistral-mcp compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| mistral-mcp (this page) | mistral | MISTRAL_API_KEY | 15 | 2026-09-29 | MIT |
| mcp-mistral-ocr | mistral(1 shared) | MISTRAL_API_KEY | 39 | 2026-02-21 | MIT |
| cross-llm-mcp | anthropic, deepseek, gemini, huggingface, kimi, mistral, openai(1 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, HF_TOKEN, HUGGINGFACE_API_KEY, KIMI_API_KEY, MISTRAL_API_KEY, OPENAI_API_KEY | 16 | 2026-10-15 | MIT |
| wigolo | gemini, wigolo | GEMINI_API_KEY, WIGOLO_API_TOKEN, WIGOLO_GITHUB_TOKEN | 5,498 | 2026-10-22 | NOASSERTION |
| KiCAD-MCP-Server | — | None listed | 2,905 | 2026-10-01 | MIT |
| modelcontextprotocol | perplexity | PERPLEXITY_API_KEY | 2,589 | 2026-10-21 | MIT |
Ranked by services in common with mistral-mcp, then by stars. Figures are from each repository when we last read it.
Common questions about mistral-mcp
- What does mistral-mcp do?
- This repository provides a full Mistral AI MCP server that supports OCR, Voxtral audio, and Codestral FIM, enabling durable workflows and document extraction for Claude Code, Cursor, Windsurf, Zed, and Mistral Connectors.
- How do I install mistral-mcp?
- Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/Swih/mistral-mcp
- What does mistral-mcp connect to, and what does it need?
- It reaches mistral. The credentials we found in its source are MISTRAL_API_KEY.
- Which AI clients can use mistral-mcp?
- Its own description mentions Claude Code, Cursor, Windsurf and Zed. That is a mention in its description, not a test we ran.
- Is mistral-mcp official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 15 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-09-29.
- What licence does mistral-mcp use?
- The repository declares the MIT licence.
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