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MCP server · Content

AI Eyes MCP

Grounded visual evaluator MCP server — honest image judgment via SigLIP2 on a pinned model revision. Measures one image-text pair, names the weights that produced the score, and abstains rather than guessing.

31Low

Scored 19 hours ago · breakdown

About AI Eyes MCP

AI Eyes MCP is an MCP server published by mcp-tool-shop-org in the Content category: grounded visual evaluator MCP server — honest image judgment via SigLIP2 on a pinned model revision. Measures one image-text pair, names the weights that produced the score, and abstains rather than guessing.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/mcp-tool-shop-org/ai-eyes-mcp

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Ask about AI Eyes MCP — answers draw on its README.

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Releases

v1.2.0v1.2.0 — pinned weights, honest fields, relative verdicts · 20 Aug 2026A score is only worth something if you know what produced it, what it read, and when it should have declined. This release is about those three. Landing page + handbook: https://mcp-tool-shop-org.github.io/ai-eyes-mcp/ The weights are…
Questions

About AI Eyes MCP

How do I install AI Eyes MCP?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is AI Eyes MCP safe to use with an AI agent?

Its trust score is 31 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is AI Eyes MCP still maintained?

Yes — the latest release is v1.2.0 (20 Aug 2026), and the last commit was 29 days ago. The repository has 0 stars.