SERVER

mcp-server-qdrant

Rank #19756

glama/vaporif/mcp-server-qdrant

MCP server for Qdrant vector database with local BERT embeddings. Enables semantic search and vector storage operations through natural language.

First listed
May 29, 2026
Last publish date
OVERVIEW

mcp-server-qdrant is a Model Context Protocol (MCP) server published by vaporif. It ranks #19756 of 58,832 servers tracked on MCP Toplist. mcp-server-qdrant is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on May 29, 2026.

STANDING
#19,756of 58,832 tracked serversTop 50%

Ranks ahead of 39,076 of 58,832 servers on MCP Toplist.

CONNECT

Use mcp-server-qdrant

mcp-server-qdrant doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.

REGISTRIES

Listed on 1 registry

ORGANIZATION

vaporif

Organization
Total servers
4
Total versions
0
MORE FROM THIS PUBLISHER

Other servers by vaporif

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VERSIONS

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.

FAQ

Frequently asked questions

What is mcp-server-qdrant?
MCP server for Qdrant vector database with local BERT embeddings. Enables semantic search and vector storage operations through natural language.
Who maintains mcp-server-qdrant?
mcp-server-qdrant is maintained by vaporif, which publishes 4 MCP servers (0 total versions) tracked on MCP Toplist.
Is mcp-server-qdrant an official MCP server?
mcp-server-qdrant is not on the Official MCP Registry. It is listed on Glama.
How many versions does mcp-server-qdrant have?
mcp-server-qdrant ships as a single rolling release with no explicit version metadata.
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.
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