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:
Building and Running
Build the server:
Run the server:
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.
filterable_attribute(string, optional): The attribute name to filter results on (e.g., "genre", "author"). Requiresfilter_word.
filter_word(string, optional): The value to filter the specifiedfilterable_attributeby (e.g., "Drama", "Tolkien"). Requiresfilterable_attribute.
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:
Building and Running
Build the server:
Run the server:
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.
filterable_attribute(string, optional): The attribute name to filter results on (e.g., "genre", "author"). Requiresfilter_word.
filter_word(string, optional): The value to filter the specifiedfilterable_attributeby (e.g., "Drama", "Tolkien"). Requiresfilterable_attribute.