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MCP server · Developer Tools

Meilisearch Hybrid Search MCP

by · github.com/miiton/meilisearch-hybrid-search-mcp

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

Unclaimed last commit a year ago devtools
InstallView source
44Fair

Scored 4 months ago · breakdown

About Meilisearch Hybrid Search MCP

Meilisearch Hybrid Search MCP is an MCP server published by miiton in the Developer Tools category: a mcp server that supports hybrid search for meilisearch written in Go. It has been installed 0 times through Conduid.

The repository has 11 stars and 1 forks, with the last commit a year ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues (0) before depending on it in production.

Install

Install
npx meilisearch-hybrid-search-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

README

Meilisearch Hybrid Search MCP Server

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.

Environment Variables

Set the following environment variables before running the server:

export MEILI_HOST="http://your-meilisearch-instance:7700" # Meilisearch host URL
export MEILI_API_KEY="your_api_key"                     # Meilisearch API key (if required)
export MEILI_INDEX="your_index_name"                    # The name of the index to search in
export MEILI_EMBEDDER="your_embedder_name"              # The name of the embedder configured in Meilisearch (e.g., 'default', 'myOpenai')
export MEILI_FILTERABLE_ATTRIBUTES="attr1,attr2"        # Comma-separated filterable attributes for AI awareness (from index settings)

Building and Running

Build the server:

go build -o meilisearch-hybrid-search-mcp .

# windows
GOOS=windows GOARCH=amd64 go build -o meilisearch-hybrid-search-mcp.exe .
# linux
GOOS=linux GOARCH=amd64 go build -o meilisearch-hybrid-search-mcp .
# mac
GOOS=macos GOARCH=amd64 go build -o meilisearch-hybrid-search-mcp .

Run the server:

./meilisearch-hybrid-search-mcp

The server will listen on standard input/output.

Available Tool: hybrid_search

This tool performs a hybrid search on the configured Meilisearch index.

Description: Hybrid search your documents in Meilisearch index.

Arguments:

  • keywords (string, required): The search query keywords.
  • semantic_ratio (number, optional, default: 0.5): Controls the balance between keyword and semantic search.
    • 0.0: Pure keyword search.
    • 1.0: Pure semantic search.
    • 0.5: Balanced keyword and semantic search.
  • filterable_attribute (string, optional): The attribute name to filter results on (e.g., "genre", "author"). Requires filter_word.
  • filter_word (string, optional): The value to filter the specified filterable_attribute by (e.g., "Drama", "Tolkien"). Requires filterable_attribute.

README mirrored from the source repository 4 months ago. The original is authoritative.

Questions

About Meilisearch Hybrid Search MCP

How do I install Meilisearch Hybrid Search MCP?

Run npx meilisearch-hybrid-search-mcp, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is Meilisearch Hybrid Search MCP safe to use with an AI agent?

Its trust score is 44 out of 100 (fair). It passes 0 of 1 static security checks; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Meilisearch Hybrid Search MCP still maintained?

The last commit was a year ago, with 0 open issues. That's long enough that you should check whether the maintainer is responding to issues before depending on it.