MCP Qdrant Semantic Search
Rank #39,898glama/muhammedehab35/MCP-qdrant-semantic-search
Enables Claude to store and retrieve information with semantic search using Qdrant vector database, providing persistent memory for conversations, code, and documentation.
What you can do with MCP Qdrant Semantic Search
MCP Qdrant Semantic Search is a Model Context Protocol (MCP) server published by muhammedehab35. It ranks #39,898 of 144,396 active servers on MCP Toplist, and its repository has 9 GitHub stars. MCP Qdrant Semantic Search is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on May 28, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What MCP Qdrant Semantic Search can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using MCP Qdrant Semantic Search
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect MCP Qdrant Semantic Search and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
- CHECK-MODULE MCP Server#39,897
- PilotOps MCP#39,899
- JSON2TOON MCP Server#41,398
- GitHub Actions MCP Server#119,935
- Backblaze B2 MCP Server#141,463
No task-specific alternatives are catalogued for MCP Qdrant Semantic Searchyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- May 28, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since May 28, 2026 · still listed
Do you maintain MCP Qdrant Semantic Search? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 104,498 of 144,396 servers on MCP Toplist.
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%2Fmuhammedehab35%2FMCP-qdrant-semantic-search)<a href="https://mcptoplist.com/server/glama%2Fmuhammedehab35%2FMCP-qdrant-semantic-search"><img src="https://mcptoplist.com/badge/glama%2Fmuhammedehab35%2FMCP-qdrant-semantic-search.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains MCP Qdrant Semantic Search?
- MCP Qdrant Semantic Search is maintained by muhammedehab35, which publishes 6 MCP servers tracked on MCP Toplist.
- Is MCP Qdrant Semantic Search listed on the Official MCP Registry?
- MCP Qdrant Semantic Search is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MCP Qdrant Semantic Search have?
- Version information is unavailable for MCP Qdrant Semantic Search: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for MCP Qdrant Semantic Search?
- The source code for MCP Qdrant Semantic Search is hosted at github.com/muhammedehab35/MCP-qdrant-semantic-search.
Do you run this server?
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