meilisearch/meilisearch-mcp

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

51
/ 100
Established

This tool helps developers and AI architects integrate Meilisearch's powerful search capabilities directly into large language model (LLM) interfaces. You can input natural language queries to an LLM, and it will interpret them to manage search indices, add documents, and perform complex searches in Meilisearch. This allows AI assistants to interact with and retrieve information from your data without needing to write code.

178 stars.

Use this if you want to enable an LLM or AI agent to manage and search your data in Meilisearch using natural language, making the search engine accessible through conversational interfaces.

Not ideal if you need a direct programmatic interface for Meilisearch in a traditional application without involving an LLM.

AI-integration search-management LLM-tools data-retrieval conversational-AI
No Package No Dependents
Maintenance 6 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 19 / 25

How are scores calculated?

Stars

178

Forks

31

Language

Python

License

MIT

Category

mcp-rag-servers

Last pushed

Jan 09, 2026

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/mcp/meilisearch/meilisearch-mcp"

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