Is the agent-vision MCP server actively maintained?

The agent-vision MCP server was last committed 14d ago and has 0 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

agent-vision MCP Server

Name: amitpatole/agent-vision
Rating: 3.2 (1 reviews)
Author: amitpatole

amitpatole/agent-vision

Score: 56.2 Rank #7422 MCP Server

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Eyes for AI coding agents 👁️ — render → perceive → report → fix → re-render. A machine-graded visual feedback loop (DOM/contrast/OCR-grounded + optional vision LLM) agents consume to self-correct before claiming done.

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Overview

amitpatole/agent-vision is a Python tool licensed under MIT. Eyes for AI coding agents 👁️ — render → perceive → report → fix → re-render. A machine-graded visual feedback loop (DOM/contrast/OCR-grounded + optional vision LLM) agents consume to self-correct before claiming done.

Ranked #7422 out of 24840 indexed tools.

Ecosystem

Python MIT

Score Breakdown

Stars 15% 11

11 stars → early stage

Freshness 25% 14d ago

Last commit 14d 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 3

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: 11
Forks: 3
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: MIT
Last Commit: 14d ago

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topic:mcp

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