Qdrant RAG MCP Server
Rank #16504glama/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 #16504 of 58,900 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 42,396 of 58,900 servers on MCP Toplist.
Use Qdrant RAG MCP Server
Qdrant RAG MCP Server doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
ancoleman
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. 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.