Vision MCP Server (hwalde/vision-mcp) is an MCP server listed on the M8ven Trust Index. It scores 71 out of 100, grade C. It declares 5 tools. No publisher has claimed this listing.

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C
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71/100

Vision MCP Server

A local MCP server that gives LLMs eyes for images by performing object detection (YOLOv8) and text recognition (EasyOCR), outputting descriptive statements about objects and text positions without any API key or cloud dependency.

→ hwalde/vision-mcp· listed on glama

Limited view. Automated analysis covers part of this stack. Findings reflect what we verified. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

Limited view: static analysis for Python is partially covered.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

hwalde

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
✅
5 tools verified — handlers match their declared behaviour
5 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.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// 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.
configVISION_MCP_MODEL_DIRCache-Verzeichnis der Gewichte ~/.cache/vision-mcp bzw. %LOCALAPPDATA%\vision-mcp
configVISION_MCP_YOLO_MODELYOLO-Gewichte (yolov8n/s/m/l/x.pt oder absoluter Pfad) yolov8n.pt
configVISION_MCP_OCR_LANGSOCR-Sprachen, kommagetrennt de,en
// quality suggestions

Tool handlers catch errors

Only 0/5 tool handlers wrap calls in try/catch (0%)

Wrap each tool handler body in try/catch and return a structured error response.

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 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/hwalde/vision-mcp)](https://m8ven.ai/mcp/hwalde/vision-mcp)
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commit: 084f141f3c2802f54bfe19c7e13e09a1569bbd19
code hash: 0d063a914a9f7e27b352c894906002f1b5778b8b284451237ab3d19cd801e9fb
view raw JSON →
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