marlian/claude-qdrant-mcp
3.3
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Qdrant MCP Hybrid is a TypeScript-based server designed for advanced Retrieval-Augmented Generation (RAG) systems, offering multi-client isolation and local-first privacy.
Tools
Functions exposed to the LLM to take actions
collection_info
Get status of all collections and clients.
catalog_search
Search document summaries for a specific client.
chunks_search
Search document chunks with optional source filtering.
all_chunks_search
Search across all clients and collections.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client