Visual QA MCP

Item: Visual QA MCP
Rating: 71
Author: M8ven

Enables agents to verify educational, scientific, and engineering visuals by extracting structured evidence and running domain-specific checks against specs and theory.

→ roan2008/visual-qa-mcp · listed on 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.

// 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 4 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/roan2008-visual-qa-mcp-80n89b)](https://m8ven.ai/mcp/roan2008-visual-qa-mcp-80n89b)

commit: 602fb28c9e60215999e76cf92386da5a9924abec

code hash: f853f86778e76b2902334be0d81ff381b205d1b4a2e702883cecb6b99bdba006

verified: 7/12/2026, 8:31:56 AM

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