Who should use mcp-qdrant?

mcp-qdrant is an open-source project built for developers building MCP-compatible AI agents.

Yes — mcp-qdrant is open source under the MIT license and free to use.

What platforms does mcp-qdrant run on?

mcp-qdrant runs on the command line and API. It can also be self-hosted.

Is mcp-qdrant still active?

The GitHub repository shows 31 commits in the last 90 days.

What projects are similar to mcp-qdrant?

Similar projects tracked by PulseGate include Qdrant MCP, rail-mcp, and mcp-alchemy.

Who makes mcp-qdrant?

mcp-qdrant is developed by Avaazquez.

How long has mcp-qdrant been around?

mcp-qdrant first shipped in 2026.

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mcp-qdrant

Name: mcp-qdrant
Author: Avaazquez

PyPIInfrastructure

mcp-qdrant is an open-source MCP server that wraps the Qdrant vector database API and exposes its operations as tools. It is intended for developers integrating Qdrant retrieval and storage capabilities into MCP-compatible AI agents.

Open SourceMITCLISelf-hostedAPI

Visit PyPI

1alternative

5features

2026since

Overview

5 features

mcp-qdrant is a Frameworks & SDKs project. It focuses on connecting AI agents to Qdrant vector database operations through standardized MCP tools. mcp-qdrant is an open-source project aimed at developers building MCP-compatible AI agents. The project is open source (MIT). It ships for the command line and API, and it can be self-hosted.

Avaazquez builds and maintains mcp-qdrant, and it first shipped in 2026. The project is developed in the open on GitHub with 31 commits in the last 90 days. Among its 5 catalogued features are Qdrant API Tools, MCP Server, and Vector Search. It exposes integrations via an MCP server.

Summary written by a language model from the project’s public pages.

Qdrant API Tools
MCP Server
Vector Search
Collection Management
Document Storage

Built with & integrations

Connectors

MCP

Runs on

CLISelf-hostedAPI-only

Trust & compliance

License

MIT

Verified signals

HTTPSOpen Source GitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed1 Sept · 03:36 UTC
mcp-qdrant verified via PyPI Bulk Enumerator
Source: PyPI Bulk Enumerator · Open

Frequently asked questions about mcp-qdrant

What does mcp-qdrant do?: Mcp-qdrant focuses on connecting AI agents to Qdrant vector database operations through standardized MCP tools. It is catalogued under Frameworks & SDKs on PulseGate.
Who should use mcp-qdrant?: mcp-qdrant is an open-source project built for developers building MCP-compatible AI agents.
Is mcp-qdrant free?: Yes — mcp-qdrant is open source under the MIT license and free to use.
What platforms does mcp-qdrant run on?: mcp-qdrant runs on the command line and API. It can also be self-hosted.
Is mcp-qdrant still active?: The GitHub repository shows 31 commits in the last 90 days.
What projects are similar to mcp-qdrant?: Similar projects tracked by PulseGate include Qdrant MCP, rail-mcp, and mcp-alchemy.Qdrant MCP rail-mcp mcp-alchemy
Who makes mcp-qdrant?: mcp-qdrant is developed by Avaazquez.
How long has mcp-qdrant been around?: mcp-qdrant first shipped in 2026.

At a glance

Platforms: CLI
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 1 Sept 2026
Built for: developers building MCP-compatible AI agents
Model: Open source
Solves: Connecting AI agents to Qdrant vector database operations through standardized MCP tools.

Registered as

GitHub: avaazquezz/Qdrant-MCP
PyPI: mcp-qdrant

Developer

Avaazquez

Solo developer

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 31 Aug 2026
Commits 90d: 31
Contributors: 1
Authorship: Solo
Default branch: main
Latest release: v1.1.1 · 31 Aug 2026

Index record

Indexed: 1 Sept 2026
Lifecycle: Alive
First seen: Sept 2026
Last seen: 1 Sept 2026

Identity audit (13)

Slug: mcp-qdrant-pypi-org
Lifecycle last checked: 8 Sept 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 1 Sept 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Recorded source: taxonomy-pass-b.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 1 Sept 2026
Canonical URL: https://pypi.org/project/mcp-qdrant

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