Vision MCP Server

Item: Vision MCP Server
Rating: 60
Author: M8ven

Enables AI agents to analyze images, extract text, compare images, and analyze video through any OpenAI-compatible vision model.

→ Loveacup/vision-mcp-server · listed on glama

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// key findings

⚠️

Known vulnerabilities in dependencies: 3 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

✅

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 1 credential: VISION_API_KEY

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

// known CVEs in dependencies3 high

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.12.0GHSA-345p-7cg4-v4c7

@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse

high@modelcontextprotocol/sdk@1.12.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.12.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

Depend on this server? Get alerted when its CVEs change.Watch this server free →

// required environment variables

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

🔐 secretVISION_API_KEY— your-api-key # optional for local models

configVISION_BASE_URL— "": "http://your-server:port/v1/chat/completions",

configVISION_MAX_TOKENS— maxTokens 4096 Max response tokens

configVISION_MODEL— Qwen3-VL-32B

configVISION_TEMPERATURE— temperature 0.7 Sampling temperature

// 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.

// improvement guidance — verified publishers only

We have 5 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/loveacup-vision-mcp-server-1ejxig)](https://m8ven.ai/mcp/loveacup-vision-mcp-server-1ejxig)

commit: 8b6cf5cb50450fc649f5c2fe45094827a16833dc

code hash: 01d8acb32f5ce878d1d21074fc4490ac4516e896a68944038d9acfdacbdf3404

verified: 6/21/2026, 10:11:14 AM

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