qwen-vision-mcp (wafo210715/qwen-vision-mcp) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 3 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100
7 days ago

qwen-vision-mcp

Enables text-only LLMs to see images on demand by integrating Qwen vision models via MCP, supporting stateful multi-turn conversations with automatic history trimming.

→ wafo210715/qwen-vision-mcp· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. 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

wafo210715

Source: Glama

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Install from

Glamanot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
🚨
Secret credentials may flow to a network call
2 flows detected: QWEN_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 1 credential: QWEN_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// 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.
🔐 secretQWEN_API_KEY任何支持 stdio MCP server 的客户端都能接入，配置格式大同小异——指定 bun 为 command，run /path/to/index.ts 为 args，把 放到 env 里。
configQWEN_BASE_URLDashScope Anthropic 兼容入口
configQWEN_COMPRESS_THRESHOLD原图字节超过此值则用 sips 缩放压缩成 JPEG（防 base64 膨胀撑爆 6MB 请求体）
configQWEN_ENABLE_THINKING推理模型 thinking 开关。默认关（视觉问答 7-10x 提速）；复杂图表分析/推理题场景设 true
configQWEN_IMAGE_MAX_EDGE压缩时长边像素上限（qwen-vl 推荐尺寸，再高也是浪费 token）
configQWEN_MAX_REQUEST_BYTES单次请求体字节上限（DashScope 硬上限 6MB）
configQWEN_MAX_TOKENS单次回复 token 上限
configQWEN_MAX_VIDEO_BYTES视频 base64 后字节上限（DashScope 请求体 6MB 硬限留余量）
configQWEN_MAX_VIDEO_SECONDS视频时长上限（ffprobe 不可用时跳过时长检查）
configQWEN_MODEL视觉模型 id（可改 qwen-vl-max-latest 等）
// 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

3/3 tools missing one or more hints — look (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); watch (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); reset_vision_session (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.

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 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/wafo210715/qwen-vision-mcp)](https://m8ven.ai/mcp/wafo210715/qwen-vision-mcp)
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commit: 59fc2fdba4552f41d13d33a126efe9007079b362
code hash: 775582a902b484aed1988b7a7b429d1c4007fd4612074fc9a8e74a8451071112
verified: 9/5/2026, 7:24:29 AM
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