meilisearch-hybrid-search-mcp
If you are the rightful owner of meilisearch-hybrid-search-mcp and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
The Meilisearch Hybrid Search MCP Server enables hybrid searches on a Meilisearch index by combining keyword-based search with semantic vector search.
The Meilisearch Hybrid Search MCP Server is designed to enhance search capabilities by integrating both traditional keyword-based search and advanced semantic vector search. This server leverages the power of Meilisearch, a fast and relevant search engine, to provide users with more accurate and contextually relevant search results. By configuring environment variables, users can customize the server to connect to their specific Meilisearch instance, select the appropriate index, and define the embedder for semantic search. The server is built using Go, ensuring efficient performance and cross-platform compatibility. Once set up, the server listens for search requests and processes them using the hybrid search tool, which allows for a flexible balance between keyword and semantic search, as well as optional filtering based on specific attributes.
Features
- Hybrid Search: Combines keyword and semantic vector search for improved accuracy.
- Customizable: Configure environment variables to tailor the server to your Meilisearch instance.
- Cross-Platform: Build and run on Windows, Linux, and macOS.
- Efficient: Built with Go for high performance.
- Filterable: Supports filtering search results based on specific attributes.
