Meilisearch MCP Server
Lightning-fast full-text and semantic search. Manage indexes and query documents.
- Maintained by
- Meilisearch
- Hosting
- Runs locally on your machine
- Authentication
- None beyond local access
- Last checked
Defaults to http://localhost:7700; set MEILI_HTTP_ADDR and MEILI_MASTER_KEY for other instances.
How to connect the Meilisearch MCP server
Pick your AI client and paste the snippet. New to this? Our guide to how MCP clients and servers fit together explains what each piece does.
Claude Code
claude mcp add --transport stdio meilisearch \
-- uvx -n meilisearch-mcpClaude Desktop
{
"mcpServers": {
"meilisearch": {
"command": "uvx",
"args": [
"-n",
"meilisearch-mcp"
]
}
}
}Fully quit and reopen Claude Desktop after saving.
Full Claude Desktop setup guide →Cursor
{
"mcpServers": {
"meilisearch": {
"command": "uvx",
"args": [
"-n",
"meilisearch-mcp"
]
}
}
}VS Code
{
"servers": {
"meilisearch": {
"type": "stdio",
"command": "uvx",
"args": [
"-n",
"meilisearch-mcp"
]
}
}
}Frequently asked questions
What is the Meilisearch MCP server?
It is a Model Context Protocol (MCP) server — a small piece of software that gives AI assistants like Claude a secure, governed connection to Meilisearch. Lightning-fast full-text and semantic search. Manage indexes and query documents.
Is there an official Meilisearch MCP server?
Yes. The Meilisearch MCP server is an official integration, maintained by the vendor or the Model Context Protocol project, which makes it the safest default for business use. It is maintained by Meilisearch.
Is the Meilisearch MCP server hosted, or do I run it myself?
It runs locally. Your AI client starts it on your own machine with uvx, and it talks to the client over standard input and output rather than the network.
Do I need an API key for the Meilisearch MCP server?
No. It runs on your machine with your own permissions, so there is no key to create.
What can an AI assistant actually do with Meilisearch?
Through this server an assistant can work with full-text search, semantic search, indexes, filters — reading from and acting on Meilisearch directly instead of you copy-pasting between windows. What you allow it to do is controlled by the permissions you grant.
How do I set this up for my business?
The setup section above has copy-paste config for Claude Code, Claude Desktop, Cursor and VS Code. If you want it rolled out across a team with permissions, governance and support handled, that is what Crox's Build engagement covers.
New to MCP? Start with our plain-English guide to the Model Context Protocol or see how to connect AI to your business tools without writing code .
Want this connected to your business — with governance handled?
Crox maps your processes, connects AI to the tools you already use, and keeps it working as models change. Start with a readiness assessment or talk to us about a build.