Is the qdrant-loader MCP server actively maintained?

The qdrant-loader MCP server was last committed 6mo ago and has 0 contributors. Issue health: 0% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

qdrant-loader MCP Server

Name: martin-papy/qdrant-loader
Rating: 2.8 (1 reviews)
Author: martin-papy

martin-papy/qdrant-loader

Score: 45.5 ↑ 2.3% Rank #3946 Agent Framework

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Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server for seamless AI assistant integration.

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Overview

martin-papy/qdrant-loader is a Python MCP server licensed under GPL-3.0. Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server for seamless AI assistant integration.

Ranked #3946 out of 25022 indexed tools.

Ecosystem

Python GPL-3.0

Score Breakdown

Stars 15% 32

32 stars → early stage

Freshness 25% 6mo ago

Last commit 6mo ago → stale

Issue Health 25% 0%

0/22 issues closed → many open issues

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 20

Description Detailed

License GPL-3.0

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Freshness high impact

Last commit was 184 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 22 open vs 0 closed issues — triaging stale issues improves health

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

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Markdown

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Details

Stars: 32
Forks: 20
Open Issues: 22
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: GPL-3.0
Last Commit: 6mo ago

Matched Queries

"mcp server""mcp-server"

See alternatives to martin-papy/qdrant-loader → Browse agent-framework category → Compare martin-papy/qdrant-loader → A2A vs MCP: Agent Protocol Comparison →What is MCP? Model Context Protocol Explained →

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