Vision QA MCP

An MCP server that enables automated quality control for generated images, evaluating them against reference images and rules to return structured scores and issues.

→ wonderstone843/vision-qa-mcp · listed on glama

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Glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 1 credential: ANTHROPIC_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configANTHROPIC_MODEL— (optional, default claude-opus-4-8) — for QA on every generation, claude-haiku-4-5 or claude-sonnet-4-6 are cheaper and usually sufficient.

🔐 secretANTHROPIC_API_KEY— An Anthropic API key ()

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/wonderstone843-vision-qa-mcp-jpz6uu)](https://m8ven.ai/mcp/wonderstone843-vision-qa-mcp-jpz6uu)

commit: 6ab79a2eca856f698fc16903dc163234ba08f393

code hash: 315e834427126df3da2a586da49530c6543acf42cfc311d3b4bf2d8ac3c41b90

verified: 6/27/2026, 8:51:13 AM

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