Is the perception-triage-agent MCP server actively maintained?

The perception-triage-agent MCP server was last committed 8d ago and has 0 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

perception-triage-agent MCP Server

Name: knh4abt/perception-triage-agent
Rating: 3.2 (1 reviews)
Author: knh4abt

knh4abt/perception-triage-agent

Score: 55.1 Rank #10045 MCP Server

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Can an LLM agent correctly report where an object detector fails? YOLOv8n on 200 COCO street images, LangGraph agents read the metrics through MCP tools and write a failure report, and a Reviewer checks every claim against the numbers. Local Llama 3.1 8B via Ollama.

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Overview

knh4abt/perception-triage-agent is a Python tool licensed under MIT. Can an LLM agent correctly report where an object detector fails? YOLOv8n on 200 COCO street images, LangGraph agents read the metrics through MCP tools and write a failure report, and a Reviewer checks every claim against the numbers. Local Llama 3.1 8B via Ollama.

Ranked #10045 out of 24846 indexed tools.

Ecosystem

Python MIT

Score Breakdown

Stars 15% 1

1 stars → early stage

Freshness 25% 8d ago

Last commit 8d ago → recently updated

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 0

Description Detailed

License MIT

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

How to Improve

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

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Markdown

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Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: MIT
Last Commit: 8d ago

Matched Queries

topic:mcp

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