Meilisearch Hybrid Search MCP Server

A mcp server that supports hybrid search for meilisearch written in Go

Local serverstdioGo

What is the Meilisearch Hybrid Search MCP Server?

A mcp server that supports hybrid search for meilisearch written in Go

The short version

This MCP (Model Control Protocol) server provides a tool for performing hybrid searches on a Meilisearch index. It allows combining keyword-based search with semantic vector search.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Configuration

VariableDescriptionRequired
MEILI_HOSTEndpoint or connection string the server talks to.Optional
MEILI_API_KEYCredential the server authenticates with.Yes
MEILI_INDEXConfiguration value read at startup.Optional
MEILI_EMBEDDERConfiguration value read at startup.Optional
MEILI_FILTERABLE_ATTRIBUTESConfiguration value read at startup.Optional

Frequently asked questions

It performs a hybrid search on the configured Meilisearch index, combining keyword matching with semantic vector search according to the specified `semantic_ratio`.