Is the qdrant-loader MCP server actively maintained?

The qdrant-loader MCP server was last committed 1mo ago and has 21 contributors. Issue health: 64% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

qdrant-loader MCP Server

Name: cbtw-apac/qdrant-loader
Rating: 4.0 (1 reviews)
Author: cbtw-apac

cbtw-apac/qdrant-loader

Score: 76.0 Rank #2899 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

cbtw-apac/qdrant-loader is a Python MCP server licensed under Apache-2.0. 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 #2899 out of 24846 indexed tools.

Has 21 contributors.

Ecosystem

Python Apache-2.0 113 pypi/wk

Score Breakdown

Stars 15% 56

56 stars → early stage

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 64%

52/81 issues closed → decent issue management

Contributors 10% 21

21 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads 13% 113/wk

113 weekly installs → early adoption

Forks 30

Description Detailed

License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Freshness high impact

Last commit was 40 days ago — a recent commit would boost your freshness score

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Markdown

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Details

Stars: 56
Forks: 30
Open Issues: 29
Closed Issues: 52
Contributors: 21
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 1mo ago

Matched Queries

"mcp server""mcp-server"topic:mcp-server

See alternatives to cbtw-apac/qdrant-loader → Browse agent-framework category → Best Agent Framework MCP servers → Compare cbtw-apac/qdrant-loader → A2A vs MCP: Agent Protocol Comparison →What is MCP? Model Context Protocol Explained →

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