mcp-server-qdrant

mcp-server-qdrant is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from bartest5/qdrant_mcp-server-qdrant. Its token cost is not measured, scanned A, a copy of mcp-server-qdrant, Apache-2.0.

A local connector that retrieves relevant context from Qdrant, a database designed to search stored text by meaning. It runs through the mcp-server-qdrant Python package.

In plain words
What is it for?
Use it to retrieve context from a local Qdrant vector database during an agent task.
Why use it?
It helps an agent find related information in a Qdrant database instead of relying only on the current conversation.

MCP server for Claude CodeCodexCursorGemini CLIOpenCode

Written for no agent in particular: it speaks MCP, so any client can run it.

Good fit Use it to retrieve context from a local Qdrant vector database during an agent task.

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Install with agentmods
npx agentmods add mcp/bartest5/qdrant_mcp-server-qdrant/mcp-server-qdrant
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/bartest5/qdrant_mcp-server-qdrant

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for mcp-server-qdrant

README.md
[![agentmods](https://agentmods.dev/badge/mcp/bartest5/qdrant_mcp-server-qdrant/mcp-server-qdrant.svg)](https://agentmods.dev/mcp/bartest5/qdrant_mcp-server-qdrant/mcp-server-qdrant)
Your own site
<a href="https://agentmods.dev/mcp/bartest5/qdrant_mcp-server-qdrant/mcp-server-qdrant"><img src="https://agentmods.dev/badge/mcp/bartest5/qdrant_mcp-server-qdrant/mcp-server-qdrant.svg" alt="Measured on agentmods" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod in the catalogue.
Security

Grade A, and why

mcp-server-qdrant scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to mcp-server-qdrant — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

listed in the official MCP registry · 8 lines

What it actually says

{ "mcp-server-qdrant": { "command": "uvx", "args": [ "mcp-server-qdrant" ] } }

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 8 lines scan A 70cb98d888da

Subscribe to this mod's changes

mcp-server-qdrant is an MCP server published in the GitHub repository bartest5/qdrant_mcp-server-qdrant (0 stars, last pushed 18d ago), licensed Apache-2.0. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. It is 100% identical to mcp-server-qdrant, differing in 0 lines, and is treated as a copy.

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