mhalder/qdrant-mcp-server
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Qdrant MCP Server is a Model Context Protocol server that offers semantic search capabilities using a local Qdrant vector database and OpenAI embeddings.
Tools
Functions exposed to the LLM to take actions
create_collection
Create a new vector collection.
add_documents
Add documents to a collection with automatic embedding generation.
semantic_search
Search for documents using natural language.
list_collections
List all available collections.
get_collection_info
Get detailed information about a collection.
delete_collection
Delete a collection and all its documents.
delete_documents
Delete specific documents from a collection.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client