Qdrant RAG
Rank #7,420pulsemcp/weverkley-qdrant-rag
Real-time semantic RAG over codebases by monitoring file changes, indexing with Ollama embeddings, and storing vectors in Qdrant.
Qdrant RAG is a Model Context Protocol (MCP) server published by weverkley. It ranks #7,420 of 132,046 servers tracked on MCP Toplist, and its repository has 7 GitHub stars. Qdrant RAG is listed on PulseMCP, with 7 release tags tracked from its GitHub repository. It was first listed on May 25, 2026 and most recently updated on Jun 24, 2026.
Ranks ahead of 124,626 of 132,046 servers on MCP Toplist.
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[](https://mcptoplist.com/server/pulsemcp%2Fweverkley-qdrant-rag)<a href="https://mcptoplist.com/server/pulsemcp%2Fweverkley-qdrant-rag"><img src="https://mcptoplist.com/badge/pulsemcp%2Fweverkley-qdrant-rag.svg" alt="MCP Toplist: Top 10% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
weverkley
GitHub releases (7)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.17.0 | Jun 24, 2026 |
| v1.16.0 | Jun 24, 2026 |
| v1.15.0 | May 30, 2026 |
| v1.14.0 | May 28, 2026 |
| v1.13.0 | May 25, 2026 |
| v1.12.0 | May 25, 2026 |
| v1.11.0 | May 25, 2026 |
Frequently asked questions
- Who maintains Qdrant RAG?
- Qdrant RAG is maintained by weverkley, which publishes 1 MCP server (7 total versions) tracked on MCP Toplist.
- Is Qdrant RAG listed on the Official MCP Registry?
- Qdrant RAG is not on the Official MCP Registry. It is listed on PulseMCP.
- How many versions does Qdrant RAG have?
- No registry surfaces explicit version metadata for Qdrant RAG; MCP Toplist tracks 7 release tags from its GitHub repository, most recently published on Jun 24, 2026.
- Where can I find the source code for Qdrant RAG?
- The source code for Qdrant RAG is hosted at github.com/weverkley/qdrant-mcp-server.
Do you run this server?
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