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Meilisearch MCP Server

Meilisearch MCP Server is an MIT-licensed, Python-based stdio Model Context Protocol server that gives MCP-compatible AI clients tools to search and manage a Meilisearch instance.

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Independent OpenViST project profile, based on linked sources.

Meilisearch MCP Server — OpenViST project profile in MCP & Tooling.
OpenViST project illustration. See the linked sources for product details.
Understand the project

Practical overview

When it fits

Use it when an MCP-compatible assistant needs to perform documented search or Meilisearch administration tasks through a natural-language interface.

Who it is for

  • Developers connecting MCP-compatible AI assistants to Meilisearch.
  • Teams that want conversational access to search, index, document, and settings operations in a Meilisearch instance.

Documented uses

  • Search one or multiple Meilisearch indexes, including with filters and sorting.
  • Create, list, inspect, or delete indexes and manage their documents.
  • Configure search settings and monitor indexing tasks or instance health.
  • Connect to and switch between Meilisearch instances through assistant interactions.
Before you choose

Requirements & limits

  • Requires Python 3.10 or later, a running Meilisearch instance, and an MCP-compatible client.
  • The documented transport is stdio.
  • The repository is licensed under MIT.
  • The README provides Docker and Homebrew options for starting Meilisearch and documents server configuration through MEILI_HTTP_ADDR and MEILI_MASTER_KEY in its Docker setup.

Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.

Source-based practical guide

Set up Meilisearch MCP Server with Claude Desktop

Install the MCP server, configure Claude Desktop to launch it, and start a Meilisearch instance.

Before you start

  • Python 3.10 or later
  • Claude Desktop or another MCP-compatible client
  • A running Meilisearch instance; the documented Docker or Homebrew commands can start one

Steps

  1. Install the package with pip install meilisearch-mcp or launch it with uvx -n meilisearch-mcp.

  2. Add the documented meilisearch MCP server command and arguments to claude_desktop_config.json.

  3. Start Meilisearch using the documented Docker or Homebrew option.

  4. Use the configured assistant for Meilisearch searches and management requests.

Expected outcome

The MCP client is configured to connect to the server, with Meilisearch available for assistant-directed search and management tasks.

Guide limitations

  • The server uses stdio transport.
  • The README documents a Claude Desktop configuration example; it does not establish setup details for every MCP client.
Documentation 1 ↗
Evidence and transparency

Sources & review

Official repository ↗
Source record details
Source availability
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Sources checked
14 October 2026
Original website title
meilisearch/meilisearch-mcp · Official homepage title · retained in its source language
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