A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.
MCPpedia last refreshed this data
Meilisearch MCP is an MCP server that a Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces. Its tool list has not been published yet over stdio and sse, requires no API key, and scores 84/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
{
"mcpServers": {
"meilisearch": {
"args": [
"-n",
"meilisearch-mcp"
],
"command": "uvx"
}
}
}Are you the author?
Add this badge to your README to show your security score and help users find safe servers.
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.
Run this in your terminal to verify the server starts. Then let us know if it worked - your result helps other developers.
uvx 'meilisearch-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Five weighted categories - click any category to see the underlying evidence.
No known CVEs.
Checked meilisearch-mcp against OSV.dev.
Click any tool to inspect its schema.
search_assistantGuidance for performing searches effectively
index_managementBest practices for creating and managing indices
troubleshootingTips for resolving common issues
Be the first to review
Have you used this server?
Share your experience - it helps other developers decide.
Sign in to write a review.
Others in search
Open-source web scraper for AI agents with scrape, crawl, and map tools
MCP server for advanced web search using Tavily
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
The official MCP server implementation for the Perplexity API Platform
MCP Security Weekly
Get CVE alerts and security updates for Meilisearch Mcp and similar servers.
Start a conversation
Ask a question, share a tip, or report an issue.
Sign in to join the discussion.
[!WARNING] This package is deprecated. Use the native Meilisearch MCP server instead.
Meilisearch now ships a built-in MCP server (Meilisearch v1.54 and later). It is exposed on the
/mcproute of your instance over HTTP, so you do not need to install or run this Python package anymore.👉 Follow the Meilisearch MCP guide to set it up.
This repository is a local stdio wrapper built before native support existed. It is no longer actively maintained and is kept only for existing users.
⚡ Connect any LLM to Meilisearch and supercharge your AI with lightning-fast search capabilities! 🔍
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.
Why use this?
structuredContent alongside text, per the latest MCP specificationGet up and running in just 3 steps!
# Using pip
pip install meilisearch-mcp
# Or using uvx (recommended)
uvx -n meilisearch-mc
... [View full README on GitHub](https://github.com/meilisearch/meilisearch-mcp#readme)