Meilisearch MCP Server

Meilisearch's official MCP server lets an AI client manage a search deployment conversationally — creating and configuring indices, managing documents, running searches across one or several indices at once, and tuning the relevancy and performance settings that decide what ranks. Meilisearch counts over 25 built-in tools. It is a Python stdio server installed with pip or uvx, and it is the vendor-maintained option among several community Meilisearch servers written in TypeScript and Go.