jtsang4/better-qdrant-mcp
3.2
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A MCP server implemented with fastmcp, OpenAI embeddings, and qdrant-client.
Tools
Functions exposed to the LLM to take actions
memory-store
Stores information with optional metadata and collection name.
memory-search
Performs a search query with optional limit and collection name.
memory-debug
Provides debugging information for a specified collection.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client