vision-mcp-server (Markusbetter/vision-mcp-server) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: there is no public source to read and no endpoint we can reach, so there is nothing for us to inspect. No publisher has claimed this listing.

C
Caution
74/100
1 month ago

vision-mcp-server

| --- 一个用于图片分析的 MCP (Model Context Protocol) 服务器,支持图片内容分析和描述。 例如当你在客户端的模型只支持文字输入,这时你可以使用视觉模型mcp来弥补。 这个项目采用了魔搭社区免费的视觉模型Qwen3-VL-30B-A3B-Instruct(你也可以在配置中,使用魔搭社区自行更换为自己想要的视觉模型)。 - 支持本地图片文件和在线图片 URL - 基于魔搭社区 AI 模型的智能图像分析 - 完全兼容 MCP 协议 - TypeScript 支持,提供完整的类型定义 无需预先安装,在客户端填写以下内容npx 会自动下载并运行最新版本: 然后在客户端配置中: 然后在客户端配置中: 在使用前,需要设置以下环境变量: - MODELSCOPETOKEN: 魔搭社区的 API 密钥(必需) - 获取方式:访问 → 个人中心 → API令

Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

Markusbetter

Source: Glama · also listed on modelscope

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// key findings
⚠️
Known vulnerabilities in dependencies: 1 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
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: MODELSCOPE_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies1 high

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@0.4.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configMODELSCOPE_MODEL"": "Qwen/Qwen3-VL-30B-A3B-Instruct"
🔐 secretMODELSCOPE_TOKEN"": "your_modelscope_token_here",
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

1/1 tools missing one or more hints — analyze_image (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tests exist

No test files found

Add tests that exercise each declared tool.

Production dependencies are patched

0 critical, 1 high severity in production deps — @modelcontextprotocol/sdk@0.4.0 (high)

Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// 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 Verified](https://m8ven.ai/badge/mcp/markusbetter-vision-mcp-server-1ceblg?variant=verified)](https://m8ven.ai/mcp/markusbetter-vision-mcp-server-1ceblg)
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commit: 45ddc5592b4d3c1290aff0f7d76897132a19fc53
code hash: cec9f2913818b7cdfa41759dc023ab161bd7ce61714158b83a71b1d2015e2380
verified: 7/19/2026, 8:56:44 AM
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