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amornpan/py-mcp-qdrant-rag

mcp agent Offline

Enables semantic search and retrieval-augmented generation (RAG) using Qdrant vector database. Supports indexing documents from URLs and local directories, with flexible embedding options using Ollama or OpenAI.

Scan Scheduled

This agent is queued for security scanning. It will be graded in the next scan batch.

What We Know