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ancoleman/Qdrant RAG MCP Server

mcp agent Offline

Enables context-aware semantic search across codebases using Qdrant vector database with intelligent GitHub issue resolution, Projects V2 management, and progressive context retrieval for 95%+ token reduction in AI-assisted development.

Scan Scheduled

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

What We Know