MCP Qdrant Semantic Search
Rank #31,392glama/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.
MCP Qdrant Semantic Search is a Model Context Protocol (MCP) server published by muhammedehab35. It ranks #31,392 of 115,591 servers tracked on MCP Toplist, and its repository has 9 GitHub stars. MCP Qdrant Semantic Search is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on May 28, 2026.
Ranks ahead of 84,199 of 115,591 servers on MCP Toplist.
Use MCP Qdrant Semantic Search
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.
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[](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 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
muhammedehab35
Other servers by muhammedehab35
- CHECK-MODULE MCP Server#31,391
- PilotOps MCP#31,393
- JSON2TOON MCP Server#31,860
- GitHub Actions MCP Server#100,889
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 MCP Qdrant Semantic Search?
- MCP Qdrant Semantic Search is maintained by muhammedehab35, which publishes 5 MCP servers (0 total versions) 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?
- MCP Qdrant Semantic Search ships as a single rolling release with no explicit version metadata.
- 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.