Better Qdrant MCP Server
Rank #41,624glama/wrediam/better-qdrant-mcp-server
A Model Context Protocol server that enables semantic search capabilities by providing tools to manage Qdrant vector database collections, process and embed documents using various embedding services, and perform semantic searches across vector embeddings.
Better Qdrant MCP Server is a Model Context Protocol (MCP) server published by wrediam. It ranks #41,624 of 132,046 servers tracked on MCP Toplist, and its repository has 4 GitHub stars. Better Qdrant MCP Server is listed across 3 registries — Glama, PulseMCP and mcp.so, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 22, 2025.
Ranks ahead of 90,422 of 132,046 servers on MCP Toplist.
Use Better Qdrant MCP Server
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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[](https://mcptoplist.com/server/glama%2Fwrediam%2Fbetter-qdrant-mcp-server)<a href="https://mcptoplist.com/server/glama%2Fwrediam%2Fbetter-qdrant-mcp-server"><img src="https://mcptoplist.com/badge/glama%2Fwrediam%2Fbetter-qdrant-mcp-server.svg" alt="MCP Toplist: Top 50% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 3 registries
wrediam
Other servers by wrediam
View all wrediam servers →Not versioned
This server is published through registries that do 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 Better Qdrant MCP Server?
- Better Qdrant MCP Server is maintained by wrediam, which publishes 2 MCP servers (0 total versions) tracked on MCP Toplist.
- Is Better Qdrant MCP Server listed on the Official MCP Registry?
- Better Qdrant MCP Server is not on the Official MCP Registry. It is listed on Glama, PulseMCP and mcp.so.
- How many versions does Better Qdrant MCP Server have?
- Better Qdrant MCP Server ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Better Qdrant MCP Server?
- The source code for Better Qdrant MCP Server is hosted at github.com/wrediam/better-qdrant-mcp-server.
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