SERVER

better-qdrant-mcp

Rank #91,275

glama/jtsang4/better-qdrant-mcp

An MCP server that provides long-term memory and semantic search using Qdrant and OpenAI embeddings, with tools for storing, searching, and managing knowledge.

First listed
May 30, 2026
Last publish date
OVERVIEW

better-qdrant-mcp is a Model Context Protocol (MCP) server published by jtsang4. It ranks #91,275 of 115,591 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. better-qdrant-mcp is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on May 30, 2026.

STANDING
#91,275of 115,591 tracked servers

Ranks ahead of 24,316 of 115,591 servers on MCP Toplist.

CONNECT

Use better-qdrant-mcp

No setupRuns out of the box

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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MCP Toplist: #91,275 of 115,591
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REGISTRIES

Listed on 1 registry

ORGANIZATION

jtsang4

Organization
Servers in org
2
Versions across org
5
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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

Who maintains better-qdrant-mcp?
better-qdrant-mcp is maintained by jtsang4, which publishes 2 MCP servers (5 total versions) tracked on MCP Toplist.
Is better-qdrant-mcp listed on the Official MCP Registry?
better-qdrant-mcp is not on the Official MCP Registry. It is listed on Glama.
How many versions does better-qdrant-mcp have?
better-qdrant-mcp ships as a single rolling release with no explicit version metadata.
Where can I find the source code for better-qdrant-mcp?
The source code for better-qdrant-mcp is hosted at github.com/jtsang4/better-qdrant-mcp.
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