SERVER

Qdrant RAG MCP Server

Rank #19,364

glama/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.

First listed
Jun 12, 2025
Last publish date
Jun 13, 2025
OVERVIEW

Qdrant RAG MCP Server is a Model Context Protocol (MCP) server published by ancoleman. It ranks #19,364 of 132,046 servers tracked on MCP Toplist, and its repository has 9 GitHub stars. Qdrant RAG MCP Server is listed on Glama, with 2 release tags tracked from its GitHub repository. It was first listed on Jun 12, 2025 and most recently updated on Jun 13, 2025.

STANDING
#19,364of 132,046 tracked serversTop 25%

Ranks ahead of 112,682 of 132,046 servers on MCP Toplist.

CONNECT

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No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

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MCP Toplist: Top 25% of 132,046
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REGISTRIES

Listed on 1 registry

ORGANIZATION

ancoleman

Organization
Servers in org
1
Versions across org
2
VERSIONS

GitHub releases (2)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v0.3.4.post5 · Jun 12, 2025v0.3.4.post6 · Jun 13, 2025Jun 12, 2025Jun 13, 2025
VersionPublished
v0.3.4.post6Jun 13, 2025
v0.3.4.post5Jun 12, 2025
FAQ

Frequently asked questions

Who maintains Qdrant RAG MCP Server?
Qdrant RAG MCP Server is maintained by ancoleman, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
Is Qdrant RAG MCP Server listed on the Official MCP Registry?
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?
No registry surfaces explicit version metadata for Qdrant RAG MCP Server; MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Jun 13, 2025.
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.
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