Qdrant MCP Server
Rank #61,534glama/andrewlwn77/qdrant-mcp
Provides semantic memory capabilities using Qdrant vector database with configurable embedding providers, allowing storage and retrieval of information using vector similarity.
What you can do with Qdrant MCP Server
Qdrant MCP Server is a Model Context Protocol (MCP) server published by andrewlwn77. It ranks #61,534 of 144,396 active servers on MCP Toplist, and its repository has 2 GitHub stars. Qdrant MCP Server is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Jul 13, 2025.
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 Qdrant MCP Server 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 Qdrant MCP Server
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 Qdrant MCP Server 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
- Google Trends MCP Server#25,142
- Kie.ai MCP Server#25,531
- NocoDB MCP Server#46,454
- n8n-workflow-downloader-mcp#115,639
- undetected-chrome-mcp#115,640
No task-specific alternatives are catalogued for Qdrant MCP Serveryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jul 13, 2025
- 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 Apr 26, 2026 · still listed
Do you maintain Qdrant MCP Server? 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 82,862 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%2Fandrewlwn77%2Fqdrant-mcp)<a href="https://mcptoplist.com/server/glama%2Fandrewlwn77%2Fqdrant-mcp"><img src="https://mcptoplist.com/badge/glama%2Fandrewlwn77%2Fqdrant-mcp.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 Qdrant MCP Server?
- Qdrant MCP Server is maintained by andrewlwn77, which publishes 6 MCP servers tracked on MCP Toplist.
- Is Qdrant MCP Server listed on the Official MCP Registry?
- Qdrant MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Qdrant MCP Server have?
- Version information is unavailable for Qdrant MCP Server: 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 Qdrant MCP Server?
- The source code for Qdrant MCP Server is hosted at github.com/andrewlwn77/qdrant-mcp.
Do you run this server?
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