Overview
Features
Collection Schema Resources
Expose Typesense collection schemas via typesense:// URIs, with collection name, description, document count, and JSON schema access.
Zero-conf Discovery (typesense_list_collections)
List all available collections with their schemas to enable runtime enumeration and routing for LLMs.
typesense_query
Full-text search with filters, sorting, and pagination; returns matching documents with relevance scores.
typesense_get_document
Retrieve a specific document by ID from a collection; returns complete document data.
typesense_collection_stats
Get collection statistics including metadata, document count, and schema information.
analyze_collection
Prompt to analyze collection structure and contents; outputs insights about schema, data types, and statistics.
search_suggestions
Prompt to generate recommended search strategies based on the collection schema.
Resource Templates (typesense_search, typesense_collection)
Templates for constructing search queries and viewing collection details.
Who Is This For?
- LLMs:Enable LLMs to discover, search, and analyze data in Typesense collections
- AI developers:Integrate Typesense-backed search into MCP-enabled AI agents
- Data scientists:Inspect collection schemas and data for analysis




