MCP server

Meilisearch MCP Server

Manage Meilisearch indexes, documents and settings and run searches. Official: built and maintained by Meilisearch. It runs locally on your machine over stdio. Setup below for 12 clients (checked 2026-10-25). Repo and registry data checked 2026-10-24.
Maintainer
Official · Meilisearch
Runs
Local (stdio)
GitHub
★ 197, last push 2026-09-08 (checked 2026-10-24)
License
MIT
Connects to
Meilisearch

Install the Meilisearch MCP Server

Pick your client. Each tab starts the same local command. Config shapes checked against each client's docs on 2026-10-25.

Run in a terminal. Everything after -- is the command that starts the server. docs

claude mcp add --transport stdio meilisearch -- uvx meilisearch-mcp

Security notes

  • The local server runs with your user's permissions (uvx downloads it from PyPI on first run).
  • It brings web content into the conversation, which can carry prompt-injection instructions. Keep approval prompts on for actions that write or send.
  • Exaofficial · ★ 5.2k

    Neural web search, code search and company research built for LLMs.

  • Perplexityofficial · ★ 2.6k

    Ask Perplexity's Sonar models for answers with cited sources, including deep research.

  • Tavilyofficial · ★ 2.5k

    Search, extract, map and crawl the web with results tuned for agents.

  • Brave Searchofficial · ★ 1.5k

    Web, news, image, video and local search from Brave's independent index.

  • Jina AIofficial · ★ 894

    Read URLs as Markdown, web and arXiv search, screenshots and reranking.

  • Kagiofficial · ★ 547

    Kagi web search and summarizer (needs Kagi API access).

  • Mapboxofficial · ★ 363

    Geocoding, places search, directions, travel times and static maps.

  • SerpApiofficial · ★ 182

    Google and other search engine results as structured JSON.

FAQ

What does the Meilisearch MCP Server do?+

Manage Meilisearch indexes, documents and settings and run searches.

Is the Meilisearch MCP server official?+

Official: built and maintained by Meilisearch.

How do I add Meilisearch to Claude Code?+

Run: claude mcp add meilisearch -- uvx meilisearch-mcp. Add --scope project to share it with your team through .mcp.json.

How do I use the Meilisearch MCP server in Cursor or VS Code?+

Open the Cursor or VS Code tab above: it has the mcp.json entry and a one-click install link. Cursor uses the "mcpServers" key; VS Code uses "servers" and needs a type ("stdio").

Does Meilisearch work in ChatGPT and claude.ai?+

No: it runs locally over stdio, and ChatGPT and claude.ai only connect to remote servers. Use it in Claude Desktop, Claude Code, Cursor, VS Code or another client that can start a local process.

What are the alternatives to the Meilisearch MCP server?+

Other search MCP servers: Exa, Perplexity, Tavily, Brave Search and Jina AI.

All MCP servers · What is an MCP server? · Agent skills