MCP Qdrant Codebase Embeddings
Rank #71,073glama/steiner385/mcp-qdrant-codebase-embeddings
A Model Context Protocol server that provides semantic understanding of codebases using Qdrant vector database, enabling AI assistants to search files by purpose, discover relationships between files, analyze architecture, and identify refactoring opportunities.
MCP Qdrant Codebase Embeddings is a Model Context Protocol (MCP) server published by steiner385. It ranks #71,073 of 115,460 servers tracked on MCP Toplist. MCP Qdrant Codebase Embeddings is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jun 21, 2025.
Ranks ahead of 44,387 of 115,460 servers on MCP Toplist.
Use MCP Qdrant Codebase Embeddings
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%2Fsteiner385%2Fmcp-qdrant-codebase-embeddings)<a href="https://mcptoplist.com/server/glama%2Fsteiner385%2Fmcp-qdrant-codebase-embeddings"><img src="https://mcptoplist.com/badge/glama%2Fsteiner385%2Fmcp-qdrant-codebase-embeddings.svg" alt="MCP Toplist: #71,073 of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
steiner385
Other servers by steiner385
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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 Codebase Embeddings?
- MCP Qdrant Codebase Embeddings is maintained by steiner385, which publishes 3 MCP servers (5 total versions) tracked on MCP Toplist.
- Is MCP Qdrant Codebase Embeddings listed on the Official MCP Registry?
- MCP Qdrant Codebase Embeddings is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MCP Qdrant Codebase Embeddings have?
- MCP Qdrant Codebase Embeddings ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for MCP Qdrant Codebase Embeddings?
- The source code for MCP Qdrant Codebase Embeddings is hosted at github.com/steiner385/mcp-qdrant-codebase-embeddings.