Emerging

74/100

10 days ago

ds-vision-mcp-skill

Item: ds-vision-mcp-skill
Rating: 74
Author: M8ven

Automates image analysis and coordinate-level visual reasoning through DeepSeek's web interface, with multi-round voting, image comparison, and follow-up Q&A via MCP tools.

→ Tiger3807861189/DS-VISION-MCP-SKILL · 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.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every push why connect →

Who stands behind it

Tiger3807861189

Source: Glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

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Install from

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.

// 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.

configDS_VISION_DATA_DIR首次使用会启动持久浏览器档案。请在该浏览器窗口中完成登录；服务不会索取或记录登录凭据。可选环境变量指定浏览器档案、会话和运行记录所在的私有目录。

// quality suggestions

Dependencies

3 dependencies, 1 flagged: playwright

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 — ds_vision (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.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

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 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/tiger3807861189-ds-vision-mcp-skill-1u64v0)](https://m8ven.ai/mcp/tiger3807861189-ds-vision-mcp-skill-1u64v0)

Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.

commit: 5e856be9ba30bb488514536046c8b9088d7b09fa

code hash: 3b278dc702706fd714e12073844d01c2cea333f2a273e619fcd1a3e92e483076

verified: 8/11/2026, 7:34:40 AM

view raw JSON →

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