mcp-server-qdrant
Rank #32,954glama/vaporif/mcp-server-qdrant
MCP server for Qdrant vector database with local BERT embeddings. Enables semantic search and vector storage operations through natural language.
mcp-server-qdrant is a Model Context Protocol (MCP) server published by vaporif. It ranks #32,954 of 115,591 servers tracked on MCP Toplist. mcp-server-qdrant is listed on Glama, with 5 release tags tracked from its GitHub repository. It was first listed on Mar 14, 2026 and most recently updated on Mar 23, 2026.
Ranks ahead of 82,637 of 115,591 servers on MCP Toplist.
Use mcp-server-qdrant
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%2Fvaporif%2Fmcp-server-qdrant)<a href="https://mcptoplist.com/server/glama%2Fvaporif%2Fmcp-server-qdrant"><img src="https://mcptoplist.com/badge/glama%2Fvaporif%2Fmcp-server-qdrant.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
vaporif
Other servers by vaporif
View all vaporif servers →GitHub releases (5)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.1.6 | Mar 23, 2026 |
| v0.1.5 | Mar 23, 2026 |
| v0.1.4 | Mar 20, 2026 |
| v0.1.3 | Mar 20, 2026 |
| v0.1.2 | Mar 14, 2026 |
Frequently asked questions
- Who maintains mcp-server-qdrant?
- mcp-server-qdrant is maintained by vaporif, which publishes 3 MCP servers (10 total versions) tracked on MCP Toplist.
- Is mcp-server-qdrant listed on the Official MCP Registry?
- mcp-server-qdrant is not on the Official MCP Registry. It is listed on Glama.
- How many versions does mcp-server-qdrant have?
- No registry surfaces explicit version metadata for mcp-server-qdrant; MCP Toplist tracks 5 release tags from its GitHub repository, most recently published on Mar 23, 2026.
- Where can I find the source code for mcp-server-qdrant?
- The source code for mcp-server-qdrant is hosted at github.com/vaporif/mcp-server-qdrant.