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Mistral Integration

Use Snipara Hosted MCP with Mistral Le Chat Custom MCP Connectors, Mistral Vibe, or LangChain JavaScript projects built on ChatMistralAI.

Primary path
Hosted MCP first
Mistral remains the model/client. Snipara provides project context, reviewed memory, and optimized retrieval through the hosted MCP endpoint.

Generate the files

Run npx create-snipara --client mistral or choose Mistral in the interactive flow. The installer generates:

  • .vibe/config.toml
  • .snipara/templates/mistral-vibe-config.toml
  • .snipara/templates/mistral-le-chat-mcp.json
  • .snipara/templates/mistral-langchain-tools.ts
  • MISTRAL.md in the companion pack

Mistral Vibe

Merge the generated server block into .vibe/config.toml or ~/.vibe/config.toml, then restart Vibe.

[[mcp_servers]]
name = "snipara"
transport = "streamable-http"
url = "https://api.snipara.com/mcp/YOUR_PROJECT_SLUG"
api_key_env = "SNIPARA_API_KEY"
api_key_header = "X-API-Key"
api_key_format = "{token}"

Le Chat

In Le Chat, add a Custom MCP Connector with the Snipara hosted MCP URL for your project. Keep the key in your environment or secret store as SNIPARA_API_KEY.

LangChain ChatMistralAI

LangChain JavaScript supports Mistral tool calling with bindTools. The generated mistral-langchain-tools.ts file wraps snipara_recall, snipara_context_query, and snipara_settings as tools.

LangChain also exposes beforeRequestHooks, requestErrorHooks, and responseHooks on ChatMistralAI. These are model request hooks, not local agent lifecycle hooks like Claude or Codex hook scripts. Use snipara-companion recall, query, workflow, and task-commit when you need explicit local workflow fallback.

References