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Meilisearch MCP

meilisearch/meilisearch-mcp

The Meilisearch MCP Server is a Model Context Protocol server that enables any MCP-compatible client (including Claude, OpenAI agents, and other LLMs) to interact with Meilisearch. This stdio-based server allows AI assistants to manage search indices, perform searches, and handle your data through natural conversation.

View on GitHub76

Install

uvx -n meilisearch-mcp

Client configuration

{
  "mcpServers": {
    "meilisearch": {
      "command": "uvx",
      "args": [
        "-n",
        "meilisearch-mcp"
      ]
    }
  }
}

Environment variables

MEILI_MASTER_KEY
GitHub stars
76
Author
@meilisearch
Category
Developer Tools, Search Tools
License
MIT
Updated
Oct 6, 2026

About Meilisearch MCP

Connect any LLM to Meilisearch and supercharge your AI with lightning-fast search capabilities!

Features

  • Index & Document Management - Create, update, and manage search indices

  • Smart Search - Search across single or multiple indices with advanced filtering

  • Settings Configuration - Fine-tune search relevancy and performance

  • Task Monitoring - Track indexing progress and system operations

  • API Key Management - Secure access control

  • Health Monitoring - Keep tabs on your Meilisearch instance

  • Structured Tool Output - Every data-returning tool provides structuredContent alongside text, per the latest MCP specification

  • Modern MCP Stack - Built on the official MCP Python SDK v2 (spec 2026-07-28), backwards compatible with older MCP clients

  • Python Implementation - TypeScript version also available

Tools (19)

  • get-connection-settings

    View current Meilisearch connection URL and API key status

  • update-connection-settings

    Update URL and/or API key to connect to a different instance

  • create-index

    Create a new index with optional primary key

  • delete-index

    Delete an existing index and all its documents

  • get-index-metrics

    Get detailed metrics for a specific index

  • get-documents

    Retrieve documents from an index with pagination

  • add-documents

    Add or update documents in an index

  • search

    Flexible search across single or multiple indices with filtering and sorting options

  • get-settings

    View current settings for an index

  • update-settings

    Update index settings (ranking, faceting, etc.)

  • create-key

    Create new API key with specific permissions

  • delete-key

    Delete an existing API key

  • get-task

    Get information about a specific task

  • cancel-tasks

    Cancel pending or enqueued tasks

  • health-check

    Basic health check

  • get-health-status

    Comprehensive health status

  • get-version

    Get Meilisearch version information

  • get-stats

    Get database statistics

  • get-system-info

    Get system-level information

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

View all
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Claude Desktop

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Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

WindowsMacOS

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