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Vision Judge MCP Server

MCP server and CLI tool for web design critique using GitHub Copilot vision

Node.jsstdio

context tax

pending

security

pending

cold start

pending

freshness

pending

Our reading of Vision Judge, from the data

Vision Judge is a version control MCP server.

We haven't measured its tool list yet, so its token cost is unknown.

It runs locally on your machine over stdio.

Install Vision Judge MCP server

Install in Claude Code

claude mcp add vision-judge -- npx -y @atercates/vision-judge

Freshness

Not enough public signals yet to judge maintenance.

  1. Last commit (default branch)

    no data · GitHub

  2. Latest release

    no data · GitHub

  3. Package published

    no data · npm/PyPI

  4. Registry entry updated

    no data · official registry

How it compares in Version Control

Against the most-starred version control servers we index. Token cost is per model turn, measured from each server's live tool list.

ServerStarsToolsTokens / turnFreshnessRuns
Vision Judge (this)——not measured—local
Git91,356—not measuredActivelocal
PostHog40,338—not measuredActivelocal + hosted
GitHub33,740—not measuredActivelocal + hosted
GitDiagram18,3133864Activehosted
Skill Seekers15,180—not measuredActive—
All version control MCP servers

FAQ

›How do I install the Vision Judge MCP server in Claude Code?

Run: claude mcp add vision-judge -- npx -y @atercates/vision-judge. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Vision Judge require an API key?

No required environment variables are declared in its published metadata.

›Can I use Vision Judge as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is Vision Judge in the official MCP registry?

No. It was indexed from npm.

Sources and method

Package registry (npm / PyPI)
listed
Last checked against all sources
2026-10-19

The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Editorial standards are owned by Ramachandra Vikas Chamarthi, Founder & AI HPC Architect. Spot an error? Request a correction or claim the listing.

Alternatives to Vision Judge

Other version control MCP servers.

View all