SERVER

qmcp

Rank #41,528

glama/BigKAA/qmcp

Semantic search server for code and documentation using Qdrant vector database. Supports multi-language indexing, live updates, and natural language queries.

First listed
Apr 9, 2026
Last publish date
Apr 10, 2026
OVERVIEW

qmcp is a Model Context Protocol (MCP) server published by BigKAA. It ranks #41,528 of 137,875 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. qmcp is listed on Glama, with 5 release tags tracked from its GitHub repository. It was first listed on Apr 9, 2026 and most recently updated on Apr 10, 2026.

STANDING
#41,528of 137,875 tracked serversTop 50%

Ranks ahead of 96,347 of 137,875 servers on MCP Toplist.

CONNECT

Use qmcp

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.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 50% of 137,875
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2FBigKAA%2Fqmcp.svg)](https://mcptoplist.com/server/glama%2FBigKAA%2Fqmcp)
HTML
<a href="https://mcptoplist.com/server/glama%2FBigKAA%2Fqmcp"><img src="https://mcptoplist.com/badge/glama%2FBigKAA%2Fqmcp.svg" alt="MCP Toplist: Top 50% of 137,875" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 1 registry

ORGANIZATION

BigKAA

Organization
Servers in org
1
Versions across org
5
VERSIONS

GitHub releases (5)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v0.2.0 · Apr 9, 2026v0.2.1 · Apr 9, 2026v0.2.2 · Apr 10, 2026v0.2.3 · Apr 10, 2026v0.2.4 · Apr 10, 2026Apr 9, 2026Apr 10, 2026
VersionPublished
v0.2.4Apr 10, 2026
v0.2.3Apr 10, 2026
v0.2.2Apr 10, 2026
v0.2.1Apr 9, 2026
v0.2.0Apr 9, 2026
FAQ

Frequently asked questions

Who maintains qmcp?
qmcp is maintained by BigKAA, which publishes 1 MCP server (5 total versions) tracked on MCP Toplist.
Is qmcp listed on the Official MCP Registry?
qmcp is not on the Official MCP Registry. It is listed on Glama.
How many versions does qmcp have?
No registry surfaces explicit version metadata for qmcp; MCP Toplist tracks 5 release tags from its GitHub repository, most recently published on Apr 10, 2026.
Where can I find the source code for qmcp?
The source code for qmcp is hosted at github.com/BigKAA/qmcp.
Used in projects

Do you run this server?

Add to a project

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE