llm-vision-mcp

An MCP server that enables any LLM to describe images from file paths, URLs, or base64 data by forwarding them to a supported vision provider such as OpenAI, Anthropic, or local Ollama models.

→ ghbalf/llm-vision-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 3 credentials: ANTHROPIC_API_KEY, GOOGLE_API_KEY, OPENAI_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.

🔐 secretANTHROPIC_API_KEY— sk-ant-...

🔐 secretGOOGLE_API_KEY

configOLLAMA_BASE_URL

configOLLAMA_MODEL

configOLLAMA_TIMEOUT_MS— 300000 # bump for slow local models

🔐 secretOPENAI_API_KEY— "apiKey": "${}",

configVISION_CONFIG_PATH— ./vision-config.json node dist/index.js

configVISION_DEFAULT_PROVIDER— Preset providers — pick ONE vendor and replace the

configVISION_TIMEOUT_MS— 60000 # default provider timeout

// 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 3 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/ghbalf-llm-vision-mcp-1cx6lc)](https://m8ven.ai/mcp/ghbalf-llm-vision-mcp-1cx6lc)

commit: 6df25bb4a34ddc4f69999fa557bddc3c3cbc7146

code hash: 7dbc490a8af11a55c42783fde8c4e0ee0beffe859c6da08d964c74de45444c5b

verified: 6/23/2026, 10:47:54 AM

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