Back to MCP Trust Indexm8ven
C
Emerging
74/100
15 days ago

omni-vision-pro

MCP server that analyzes images, reads code and ZIP archives, and provides text context for non-vision models.

→ 0xnurrabby/omni-vision-pro· 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.

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Who stands behind it

0xnurrabby

Source: Glama

Is this your MCP?

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Install from

Glama

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// key findings
✅
3 tools verified — handlers match their declared behaviour
3 read-only tools verified — handlers contain no write/delete/exec
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
🔐
You'll be asked for 2 credentials: GEMINI_API_KEY, OPENAI_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.
🔐 secretGEMINI_API_KEY1. Gemini when is configured.
configGEMINI_FALLBACK_MODELgemini-2.5-flash
configGEMINI_MODELgemini-2.5-flash
configOMNI_ALLOWED_ROOTSFor a stricter filesystem boundary, configure . Code and ZIP tools will only read paths inside those roots. Images are exempt so OpenCode/system temporary attachments can still resolve.
🔐 secretOPENAI_API_KEY2. OpenAI when is configured.
configOPENAI_VISION_MODEL
configOPENCODE_CACHE_DIR
configOPENCODE_DATA_DIR
configXDG_CACHE_HOME
configXDG_DATA_HOME
configXDG_RUNTIME_DIR
// quality suggestions

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.

Dependency freshness

1/9 production deps stale: @tesseract.js-data/eng@2023-09-04 (2.9y)

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 2 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/0xnurrabby-omni-vision-pro-x21ply)](https://m8ven.ai/mcp/0xnurrabby-omni-vision-pro-x21ply)
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commit: bd0ce8ada0764cabe497c8e2a78d115f3527df4c
code hash: c0342440bd660fcce411470bd960f92f575bdf33cd13ee1aa68a6a4891629ca1
verified: 8/4/2026, 8:58:29 AM
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