Qdrant RAG MCP Server
Rank #16412glama/ancoleman/qdrant-rag-mcp
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.
Qdrant RAG MCP Server is a Model Context Protocol (MCP) server published by ancoleman. It ranks #16412 of 58,832 servers tracked on MCP Toplist, and its repository has 9 GitHub stars. Qdrant RAG MCP Server is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Dec 31, 2025.
Ranks ahead of 42,420 of 58,832 servers on MCP Toplist.
Listed on 1 registry
ancoleman
Not versioned
This server is published through a registry that does not expose explicit version metadata. The listing tracks a single rolling release.
Frequently asked questions
- What is Qdrant RAG MCP Server?
- 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.
- Who maintains Qdrant RAG MCP Server?
- Qdrant RAG MCP Server is maintained by ancoleman, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Qdrant RAG MCP Server an official MCP server?
- Qdrant RAG MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Qdrant RAG MCP Server have?
- Qdrant RAG MCP Server ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Qdrant RAG MCP Server?
- The source code for Qdrant RAG MCP Server is hosted at github.com/ancoleman/qdrant-rag-mcp.