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Meilisearch MCP Server

@meilisearch

リポジトリ

基本情報

カテゴリ

データベース

ライセンス

MIT

トランスポート

stdio

作者

meilisearch

Meilisearch MCP Server について

A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.

Meilisearch MCP Server の設定

以下の設定を使って、このサーバーを MCP 対応クライアントに追加してください。

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

Meilisearch MCP Server のツール

ツール一覧はまだありません

この掲載には表示できるツール一覧がまだありません。サーバーにツールがないという意味ではありません。対応機能はプロジェクトのドキュメントをご確認ください。

上のボタンで一時的なサンドボックスでこのサーバーを実行し、ツール一覧を取得できます。

概要

What is Meilisearch MCP Server?

The Meilisearch MCP Server is a Model Context Protocol server that allows any MCP-compatible client (including Claude, OpenAI agents, and other LLMs) to interact with Meilisearch through natural conversation. It provides a stdio-based interface for AI assistants to manage search indices, perform searches, and handle data without requiring knowledge of the Meilisearch API.

How to use Meilisearch MCP Server?

Install the package via pip (pip install meilisearch-mcp) or uvx (uvx -n meilisearch-mcp). Configure an MCP client (e.g., Claude Desktop) by adding a server entry to claude_desktop_config.json with the command uvx and args ["-n", "meilisearch-mcp"]. Ensure a running Meilisearch instance is accessible (e.g., via Docker: docker run -d -p 7700:7700 getmeili/meilisearch:v1.28). Environment variables MEILI_HTTP_ADDR and MEILI_MASTER_KEY can set default connection settings.

Key features of Meilisearch MCP Server

  • Index and document management (create, update, delete)
  • Smart search with filters, sorting, and facets
  • Settings configuration for ranking and relevancy
  • Task monitoring and system operations tracking
  • API key management for access control
  • Health monitoring and system statistics

Use cases of Meilisearch MCP Server

  • Create and manage search indices through natural language commands
  • Add or update documents in an index via conversation
  • Search across single or multiple indices with advanced filtering
  • Fine-tune search settings and ranking rules using AI assistants

よくある質問

1

What is the Meilisearch MCP Server and what alternatives exist?

The Meilisearch MCP Server connects any MCP-compatible LLM to Meilisearch for natural language interaction. A TypeScript version is also available (see README).

2

What are the prerequisites and runtime requirements?

Python ≥ 3.9, a running Meilisearch instance, and an MCP-compatible client (e.g., Claude Desktop, OpenAI agents).

3

How does data flow and where is it stored?

The server communicates with Meilisearch via its HTTP API. Data resides in the Meilisearch instance; this server does not store data locally.

4

What transport and authentication does it use?

It uses stdio transport. Authentication is via an API key (master key) set in environment variables or updated dynamically through conversation.

5

Are there any known security considerations?

While hosts and API keys can be added in chat for convenience, this is intended for development only and does not follow best MCP security practices; proper safeguards are required in production.

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