mistral-mcp

MCP server for Mistral AI — chat, OCR, audio (Voxtral), code (Codestral), vision, agents, batch, and durable workflows. Plug into Claude Code, Cursor, Zed, Windsurf, or Claude Desktop in one command.

Version française : README.fr.md

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What this is

mistral-mcp exposes the full Mistral AI API as a set of MCP tools, resources, and prompts. An MCP client (Claude Code, Cursor, etc.) can call mistral_ocr to extract text from a PDF, voxtral_transcribe to transcribe a meeting recording, or workflow_execute to start a durable multi-step process — all without leaving the agent loop.

Unique to Mistral and not available from other MCP servers:

• mistral_ocr — Mistral Document AI: structured text + bbox annotations from any PDF or image
• voxtral_transcribe — Voxtral: transcription with optional speaker diarization
• codestral_fim — Codestral fill-in-the-middle (FIM) for inline code completion
• workflow_execute / status / interact — Temporal-backed durable execution with human-in-the-loop signals
• French-optimized models (mistral-large-latest, mistral-medium-latest) and curated French prompts

What this server does not expose: fine-tuning, user management, non-FR/EN prompts.

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Why this matters for European teams

mistral-mcp is designed for teams that want to use Mistral capabilities inside MCP clients (Claude Code, Cursor, Zed, Windsurf, Claude Desktop) while keeping control over deployment, API keys, cache behavior, and tool exposure.

This can be useful for European organisations evaluating AI stacks under GDPR, DORA, sector-specific constraints (HDS, EBA), or internal sovereignty requirements.

What this project provides:

• self-hosted MCP server, no mandatory SaaS proxy
• bring-your-own Mistral API key (BYOK) — Mistral states API data is not used to train its models
• lean core profile and focused metier-docs profile to limit tool exposure
• process_document cache configurable per-call and via MISTRAL_MCP_CACHE_DIR
• ID document cache bypass enabled by default, even when kind:"auto" resolves to id_document
• Streamable HTTP + bearer auth path for controlled / on-prem deployments
• French-first prompts and skills (meeting minutes, legal summary, invoice reminder, commit message, email reply)
• free Experiment tier on the Mistral side covers most evaluation needs (~1B tokens/month)

What this project does NOT claim:

• it is not a GDPR, DORA, HDS, or ISO certification, and it does not replace a DPIA, vendor review, security audit, or legal assessment
• Mistral provider terms, data residency, subprocessor list, retention settings, and incident handling must be reviewed separately at mistral.ai/terms and legal.mistral.ai
• this repo is community-maintained, not an official Mistral integration; nothing here modifies Mistral's contractual data terms with you

In practice, mistral-mcp reduces the integration surface you have to assess. It does not replace the legal/compliance work itself.

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Quick start

Claude Code (recommended — auto-installs, prompts for API key, ships 11 skills):

/plugin install mistral-mcp@swih-plugins

Cursor / Zed / Windsurf / Claude Desktop — add to your MCP settings JSON:

{
  "mcpServers": {
    "mistral": {
      "command": "npx",
      "args": ["-y", "mistral-mcp@latest"],
      "env": { "MISTRAL_API_KEY": "your_key_here" }
    }
  }
}

Manual Claude Code registration:

claude mcp add mistral -- npx -y mistral-mcp@latest

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Profiles

MISTRAL_MCP_PROFILE controls how many tools are exposed (default: core).

Profile	Tools	Use when
core (default)	12	Daily agentic use — lean context footprint
admin	41	Full Mistral API surface — embeddings, streaming, batch, classify, files, agents, TTS, document extraction, stateful conversations, RAG libraries. Best for debug, CI, scripts.
workflows	7	Pipeline orchestration + connectors only
metier-docs	13	Documents vertical — core + process_document macro-tool

full is accepted as a deprecated alias of admin for backward compatibility.

MISTRAL_MCP_PROFILE=admin npx mistral-mcp

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Tools

Core profile (12 tools — always available)

Tool	What it does
mistral_chat	Chat completion. Supports all Mistral models, response_format, reasoning_effort for Magistral.
mistral_vision	Multimodal chat with images (URL or base64).
mistral_ocr	Document AI — extract text, bbox, and JSON annotations from PDFs/images. Pass includeBlocks: true for OCR 4 paragraph-level blocks (text/title/table/image/equation/... with bounding boxes).
codestral_fim	Fill-in-the-middle code completion (Codestral model).
voxtral_transcribe	Audio → text. Pass diarize: true for speaker separation.
workflow_execute	Start a Mistral Workflow (Temporal-backed durable execution).
workflow_status	Poll a running workflow — returns RUNNING | COMPLETED | FAILED | ....
workflow_interact	Signal / query a running workflow. Used for human-in-the-loop checkpoints.
connectors_list	Discover Mistral Connectors (MCP/HTTP integrations) visible to the caller.
connectors_get	Fetch one connector's public metadata (never credentials).
connectors_list_tools	List the MCP tools a connector exposes, with their input schema.
connectors_call_tool	Invoke a connector's tool — real MCP CallToolResult passthrough.

Documents vertical (MISTRAL_MCP_PROFILE=metier-docs)

Tool	What it does
process_document	Single-call macro-tool: OCR → classify (kind=auto) → typed extraction → validation → cache. Kinds: contract / invoice / id_document / generic. Returns a discriminated union. PII-safe cache (id_document auto-bypass). Configurable minOcrConfidence.

Admin profile only (+29 tools, set MISTRAL_MCP_PROFILE=admin)

Group	Tools
Generation	mistral_chat_stream, mistral_embed, mistral_tool_call
Agents	mistral_agent, mistral_moderate, mistral_classify
Audio	voxtral_speak (TTS)
Files	files_upload, files_list, files_get, files_delete, files_signed_url
Batch	batch_create, batch_get, batch_list, batch_cancel
Sampling	mcp_sample (delegates generation to the MCP client's own model)
Conversations	conversation_start, conversation_append, conversation_get, conversation_list, conversation_history, conversation_delete — stateful multi-turn agent loops with Mistral's built-in tools (web_search, code_interpreter, image_generation, document_library)
Libraries (RAG)	libraries_list, libraries_get, libraries_documents_list, libraries_documents_upload, libraries_documents_status — discover and feed already-created Mistral Libraries; pair with conversation_start's documentLibraryIds to search them

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Resources

URI	What it returns
mistral://models	Live model catalog + accepted aliases
mistral://voices	Live Voxtral TTS voice catalog
mistral://workflows	Live list of deployed workflows (use name as workflowIdentifier)

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Prompts

Curated prompts with structured arguments and MCP completion support:

Prompt	Input	Output
french_meeting_minutes	transcript text	Structured French meeting minutes
french_email_reply	received email + context	Polished French reply
french_commit_message	git diff	Conventional Commits message in French
french_legal_summary	legal document text	Plain-French summary + key clauses
french_invoice_reminder	debtor, amount, days overdue, tone	B2B dunning letter in French
codestral_review	git diff	Focused code review (security / logic / style)

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Claude Code skills (11)

Install via the swih-plugins marketplace to get these namespaced skills:

Routing

• /mistral-mcp:mistral-router — picks the right Mistral model + tool for any task

Code

• /mistral-mcp:codestral-review — fetches the current diff, runs a focused review

French workflows

• /mistral-mcp:french-commit-message — Conventional Commits message in French
• /mistral-mcp:french-meeting-minutes — audio or text → structured French minutes
• /mistral-mcp:french-invoice-reminder — B2B dunning letter with controlled tone

Document & audio processing

• /mistral-mcp:contract-analyzer — OCR → risk-rated clause extraction (JSON)
• /mistral-mcp:pdf-invoice-extractor — OCR → structured invoice fields for reconciliation
• /mistral-mcp:audio-dispatch — transcribe + diarize → per-speaker action plan

Human-in-the-loop workflows

• /mistral-mcp:contract-review-workflow — durable contract review with approval gates
• /mistral-mcp:compliance-audit-workflow — multi-step audit with mid-run findings + decisions
• /mistral-mcp:research-pipeline-workflow — hypothesis-driven research with amendment injection

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Install

# Run directly (no global install)
npx mistral-mcp

# Global install
npm install -g mistral-mcp && mistral-mcp

# Docker
docker build -t mistral-mcp .
docker run -i --rm -e MISTRAL_API_KEY=your_key mistral-mcp

# From source
git clone https://github.com/Swih/mistral-mcp.git
cd mistral-mcp && npm install && npm run build
node dist/index.js

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Transport

Mode	How to enable	Default
stdio	Default	node dist/index.js
Streamable HTTP	MCP_TRANSPORT=http or --http flag	127.0.0.1:3333/mcp

HTTP env vars: MCP_HTTP_HOST, MCP_HTTP_PORT, MCP_HTTP_PATH, MCP_HTTP_TOKEN (bearer auth), MCP_HTTP_ALLOWED_ORIGINS, MCP_HTTP_STATELESS=1.

/healthz is public and does not touch the MCP server.

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Use as a Mistral Connector (beta)

mistral-mcp ships the Streamable HTTP transport and bearer auth that Mistral Connectors require. Deployment guides for Cloudflare Tunnel, Fly.io, and Render are in examples/deploy/README.md.

Surface	Status
Local MCP clients (Claude Code, Cursor, Zed, Windsurf, Claude Desktop)	Stable
Streamable HTTP transport + bearer auth	Tested locally (handshake + 401 + initialize verified)
Mistral Connector registration via POST /v1/connectors	Setup guide provided — Connectors are a beta feature, the API may change
Connector tool calls in Conversations/Agents	Untested end-to-end (requires public HTTPS deployment)
OAuth 2.1 Connector auth	Pending — bearer-only today

curl -X POST https://api.mistral.ai/v1/connectors \
  -H "Authorization: Bearer $MISTRAL_API_KEY" \
  -d '{"name":"mistral_self","server":"https://your-deploy/mcp","visibility":"private"}'

Mistral Connectors expose tools only today. Resources, prompts, sampling, and elicitation remain available via local clients.

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Comparison with other Mistral MCP servers

Project	Scope	Best for
mistral-mcp	Full Mistral API + Workflows + 11 Claude Code skills	All-in-one self-hosted
mcp-mistral-ocr (community)	OCR only	Lightweight OCR-only setup
Speakeasy mistral-mcp-server-example	Generated demo	Reference / SDK template
Composio mistral_ai toolkit	SaaS-routed Mistral tools	Hosted, no infra

mistral-mcp differentiates by combining OCR, Voxtral diarization, Codestral FIM, and Temporal-backed Workflows in one server, with French-first prompts and a Claude Code plugin marketplace.

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Development

npm run dev      # tsx watch
npm run build    # tsc → dist/
npm run lint     # tsc --noEmit
npm test         # 190+ tests (unit + contract + stdio e2e + live API)
npm run inspector

Test pyramid: unit → contract → stdio e2e → live API (requires MISTRAL_API_KEY).

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License

MIT — Copyright Dayan Decamp