Is the ai-dataset-radar MCP server actively maintained?

The ai-dataset-radar MCP server was last committed 10d ago and has 0 contributors. Issue health: 0% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

ai-dataset-radar MCP Server

Name: liuxiaotong/ai-dataset-radar
Rating: 2.9 (1 reviews)
Author: liuxiaotong

liuxiaotong/ai-dataset-radar

Score: 46.3 Rank #21495 MCP Server

Are you the maintainer of liuxiaotong/ai-dataset-radar? Claim this listing →

Multi-source async competitive intelligence engine for AI training data ecosystems with watermark-driven incremental scanning & anomaly detection. CLI + MCP ready.

Add AgentRank to Claude Code Discover and compare tools like liuxiaotong/ai-dataset-radar — your AI finds the right one automatically

Get API Access →

claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

liuxiaotong/ai-dataset-radar is a Python tool licensed under MIT. Multi-source async competitive intelligence engine for AI training data ecosystems with watermark-driven incremental scanning & anomaly detection. CLI + MCP ready.

Ranked #21495 out of 24840 indexed tools.

Ecosystem

Python MIT

Score Breakdown

Stars 15% 3

3 stars → early stage

Freshness 25% 10d ago

Last commit 10d ago → recently updated

Issue Health 25% 0%

0/1 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 1

Description Detailed

License MIT

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

How to Improve

Issue Health high impact

You have 1 open vs 0 closed issues — triaging stale issues improves health

Contributors medium impact

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

Dependents medium impact

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

Badge all embed codes →

Markdown

[![AgentRank](https://agentrank-ai.com/api/badge/tool/liuxiaotong--ai-dataset-radar)](https://agentrank-ai.com/tool/liuxiaotong--ai-dataset-radar/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

HTML

<a href="https://agentrank-ai.com/tool/liuxiaotong--ai-dataset-radar/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/liuxiaotong--ai-dataset-radar" alt="AgentRank"></a>

Embed Widget docs →

HTML

<script src="https://agentrank-ai.com/embed.js" data-tool="liuxiaotong/ai-dataset-radar"></script>

Details

Stars: 3
Forks: 1
Open Issues: 1
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: MIT
Last Commit: 10d ago

Matched Queries

topic:mcp

See alternatives to liuxiaotong/ai-dataset-radar → Browse mcp-server category → Compare liuxiaotong/ai-dataset-radar → How to Build an MCP Server in 2026 →MCP Server Comparison: Top 10 Head-to-Head →

View on GitHub →