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meilisearch-mcp MCP Server

meilisearch/meilisearch-mcp

Score: 56.2 → 0.8% Rank #8385 Search & RAG
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A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.

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Overview

meilisearch/meilisearch-mcp is a Python MCP server licensed under MIT. A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces. Topics: agent, mcp, meilisearch, modelcontextprotocol, rag, search, search-api.

Ranked #8385 out of 24846 indexed tools.

Ecosystem

Python MIT 3,286 weekly downloads 22 tool calls 6,636 pypi/wk
agentmcpmeilisearchmodelcontextprotocolragsearchsearch-api

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 194

194 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 40%

6/15 issues closed → many open issues

Contributors 10% 8

8 contributors → small team

Dependents 25% 1

1 dependent → few downstream users

npm Downloads N/A
PyPI Downloads 13% 6,636/wk

6,636 weekly installs → widely installed

Forks 33
Description Good
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 51 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 9 open vs 6 closed issues — triaging stale issues improves health

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AgentRank score for meilisearch/meilisearch-mcp
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Matched Queries

"mcp server""mcp-server""model context protocol""model-context-protocol"topic:mcp

From the README

<div align="center">
  
</div>

<h1 align="center">Meilisearch MCP Server</h1>

<h4 align="center">
  <a href="https://github.com/meilisearch/meilisearch">Meilisearch</a> |
  <a href="https://www.meilisearch.com/cloud?utm_campaign=oss&utm_source=github&utm_medium=meilisearch-mcp">Meilisearch Cloud</a> |
  <a href="https://www.meilisearch.com/docs">Documentation</a> |
  <a href="https://discord.meilisearch.com">Discord</a>
</h4>

<p align="center">
  <a href="https://pypi.org/project/meilisearch-mcp/"></a>
  <a href="https://pypi.org/project/meilisearch-mcp/"></a>
  <a href="https://github.com/meilisearch/meilisearch-mcp/actions"></a>
  <a href="https://github.com/meilisearch/meilisearch-mcp/blob/main/LICENSE"></a>
  <a href="https://pypi.org/project/meilisearch-mcp/"></a>
</p>

<p align="center">⚡ Connect any LLM to Meilisearch and supercharge your AI with lightning-fast search capabilities! 🔍</p>

## 🤔 What is this?

The Meilisearch MCP Server is a Model Context Protocol server that
Read full README on GitHub →

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