jl-image-vison

Item: jl-image-vison
Rating: 74
Author: M8ven

MCP server for image understanding that analyzes UI designs, HTML pages, and visual layouts using Agnes 2.0 Flash, returning structured descriptions with layout hierarchy, components, text, interactions, and accessibility notes.

→ liugangnhm/jl_image-vison-mcp · listed on glama

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// key findings

🚨

Secret credentials may flow to a network call

1 flow detected: AGNES_API_KEY. We can’t prove the destination matches the brand the credential belongs to.

🔐

You'll be asked for 1 credential: AGNES_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.

🔐 secretAGNES_API_KEY— Environment variables (all optional except at runtime):

configAGNES_BASE_URL

configAGNES_MODEL— agnes-2.0-flash Override the model name.

// 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 3 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/liugangnhm-jl-image-vison-mcp-d0pvgr)](https://m8ven.ai/mcp/liugangnhm-jl-image-vison-mcp-d0pvgr)

commit: 46be4e11eef5c68f3263979a30b66d99148ec60b

code hash: 8fa65ab8cac0c1c79f6c4a7b3a02cdb23977385acbd103151e251fab258a0ad5

verified: 7/25/2026, 8:33:47 AM

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