SERVER

Qdrant Docs MCP Server

Rank #23,583

glama/qdrant/mcp-for-docs

A read-only MCP server providing curated Qdrant documentation for LLMs, enabling retrieval of the latest and most accurate documentation.

2 release tags
9 GitHub stars
by qdrant (3 servers)View repository ↗
Listed & last published
Sep 18, 2025
PURPOSE

What you can do with Qdrant Docs MCP Server

Qdrant Docs MCP Server is a Model Context Protocol (MCP) server published by qdrant. It ranks #23,583 of 144,396 active servers on MCP Toplist, and its repository has 9 GitHub stars. Qdrant Docs MCP Server is listed on Glama, with 2 release tags tracked from its GitHub repository. It was first listed on Sep 18, 2025 and most recently updated on Sep 18, 2025.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Qdrant Docs MCP Server can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Qdrant Docs MCP Server

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect Qdrant Docs MCP Server and confirm it works

Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by qdrant
View all qdrant servers →

No task-specific alternatives are catalogued for Qdrant Docs MCP Serveryet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Sep 18, 2025
Latest release tag
Sep 18, 2025
Version history
2 release tags tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 16, 2026
Registry sightings
  • Glama ↗listed since Jun 1, 2026 · still listed

Do you maintain Qdrant Docs MCP Server? to correct or enrich this profile.

VERSIONS

GitHub releases (2)

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

v0.0.1 · Sep 18, 2025v0.1.0 · Sep 18, 2025Sep 18, 2025Sep 18, 2025
VersionPublished
v0.1.0Sep 18, 2025
v0.0.1Sep 18, 2025
STANDING
#23,583of 144,396 active serversTop 25%

Ranks ahead of 120,813 of 144,396 servers on MCP Toplist.

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 25% of 144,396
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fqdrant%2Fmcp-for-docs.svg)](https://mcptoplist.com/server/glama%2Fqdrant%2Fmcp-for-docs)
HTML
<a href="https://mcptoplist.com/server/glama%2Fqdrant%2Fmcp-for-docs"><img src="https://mcptoplist.com/badge/glama%2Fqdrant%2Fmcp-for-docs.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>

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

FAQ

Frequently asked questions

Who maintains Qdrant Docs MCP Server?
Qdrant Docs MCP Server is maintained by qdrant, which publishes 3 MCP servers (7 total versions) tracked on MCP Toplist.
Is Qdrant Docs MCP Server listed on the Official MCP Registry?
Qdrant Docs MCP Server is not on the Official MCP Registry. It is listed on Glama.
How many versions does Qdrant Docs MCP Server have?
No registry surfaces explicit version metadata for Qdrant Docs MCP Server; MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Sep 18, 2025.
Where can I find the source code for Qdrant Docs MCP Server?
The source code for Qdrant Docs MCP Server is hosted at github.com/qdrant/mcp-for-docs.
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