Knowledge Base MCP Server (Qdrant)
Rank #112,308glama/devanshtb/mcp-poc-kc
Read-only MCP server with hybrid search combining dense semantic and sparse keyword retrieval via Qdrant, enabling document querying and fetching for ChatGPT Deep Research.
Knowledge Base MCP Server (Qdrant) is a Model Context Protocol (MCP) server published by devanshtb. It ranks #112,308 of 137,492 servers tracked on MCP Toplist. Knowledge Base MCP Server (Qdrant) is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 24, 2026.
Ranks ahead of 25,184 of 137,492 servers on MCP Toplist.
Use Knowledge Base MCP Server (Qdrant)
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fdevanshtb%2Fmcp-poc-kc)<a href="https://mcptoplist.com/server/glama%2Fdevanshtb%2Fmcp-poc-kc"><img src="https://mcptoplist.com/badge/glama%2Fdevanshtb%2Fmcp-poc-kc.svg" alt="MCP Toplist: #112,308 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
devanshtb
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
- Who maintains Knowledge Base MCP Server (Qdrant)?
- Knowledge Base MCP Server (Qdrant) is maintained by devanshtb, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Knowledge Base MCP Server (Qdrant) listed on the Official MCP Registry?
- Knowledge Base MCP Server (Qdrant) is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Knowledge Base MCP Server (Qdrant) have?
- Knowledge Base MCP Server (Qdrant) ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Knowledge Base MCP Server (Qdrant)?
- The source code for Knowledge Base MCP Server (Qdrant) is hosted at github.com/devanshtb/mcp-poc-kc.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.