vision-primitives-mcp

Item: vision-primitives-mcp
Rating: 74
Author: M8ven

MCP server providing 26 visual tools for text-only LLMs, enabling description, coordinate location, OCR, annotation, cropping/zooming, anomaly scanning, and computer control with switchable VLM backends.

→ zouyuanqing/vision-primitives-mcp · listed on 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.

✅

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 2 credentials: VISION_API_KEY, MIMO_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configVISION_MODEL— "mimo-v2.5" # 或 qwen/qwen2.5-vl-7b

configVISION_API_BASE— "https://api.xiaomimimo.com/v1" # 或本地 http://127.0.0.1:1234/v1

🔐 secretVISION_API_KEY— "你的MiMo密钥" # 本地 LM Studio 用任意占位

configVISION_CACHE

configVPM_DIR

🔐 secretMIMO_API_KEY

configVISION_TIMEOUT_S

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/zouyuanqing-vision-primitives-mcp-e7mtjw)](https://m8ven.ai/mcp/zouyuanqing-vision-primitives-mcp-e7mtjw)

commit: 083009c4d8804e514d7c429d2588db0465449aee

code hash: 12377dc43b413c1f4ac865ab1a206640394bc823a420423f0c2cbf66bd34b003

verified: 8/10/2026, 4:09:59 AM

view raw JSON →

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