Meilisearch MCP Server for AI-Powered Search Integration

Official Model Context Protocol server that connects LLMs to Meilisearch for lightning-fast search, index management, and document operations via natural language. Enables AI agents to manage search infrastructure through conversation.

Installation

Use the upstream install or setup path that matches your environment:

• pip install meilisearch-mcp
• docker run -d -p 7700:7700 getmeili/meilisearch:v1.28
• brew install meilisearch
• git clone https://github.com/meilisearch/meilisearch-mcp.git

Requirements and caveats from upstream:

• <a href="https://pypi.org/project/meilisearch-mcp/"><img src="https://img.shields.io/pypi/pyversions/meilisearch-mcp.svg" alt="Python Versions"></a>
• 🐍 Python Implementation - TypeScript version also available

• Using Docker (recommended)

Basic usage or getting-started notes:

• 🚀 Quick Start

• 🔍 Advanced Search Example:

• Running Meilisearch instance

• Source: https://github.com/meilisearch/meilisearch-mcp

• Extracted from upstream docs: https://raw.githubusercontent.com/meilisearch/meilisearch-mcp/HEAD/README.md

Source

• Agent Skill Exchange