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8 days ago
glama

OpenSight MCP

Multi-backend AI vision for MCP agents. Analyze images, screenshots, and documents using local Ollama models or cloud APIs like OpenAI, Google Gemini, and OpenRouter.

→ Mr-JoE1/opensight-mcp· listed on glama
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// key findings
⚠️
Known vulnerabilities in dependencies: 1 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 3 credentials: GOOGLE_API_KEY, OPENAI_API_KEY, OPENROUTER_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies1 high

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

high@modelcontextprotocol/sdk@1.0.4GHSA-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.
🔐 secretGOOGLE_API_KEY— [Free Tier APIs](#-backends) Zero-cost cloud vision via Google/OpenRouter Set or OPENROUTER_API_KEY
configMAX_TOKENS— 2048 Max response tokens
configOCR_MODEL— minicpm-v:latest Default OCR model
configOLLAMA_HOST— "": "127.0.0.1:11434",
configOLLAMA_PORT— 11434 Ollama API port
🔐 secretOPENAI_API_KEY— [Paid APIs](#-backends) OpenAI GPT-4o, Claude Vision, any OpenAI-compatible Set
🔐 secretOPENROUTER_API_KEY— [Free Tier APIs](#-backends) Zero-cost cloud vision via Google/OpenRouter Set GOOGLE_API_KEY or
configVISION_KEEP_ALIVE— 10m Model keep-alive duration
configVISION_MAX_RETRIES— 3 Retry attempts on failure
configVISION_MODEL— "": "minicpm-v:latest"
configVISION_TIMEOUT_MS— 120000 Request timeout (ms)
configVISION_WARMUP_ON_START— 1 Auto-warmup model on server start
// 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/mr-joe1-opensight-mcp-jr7vow)](https://m8ven.ai/mcp/mr-joe1-opensight-mcp-jr7vow)
commit: 01e9495d5522b31355f39d55bac7c4705a73f538
code hash: 7a3a3c92e0717bcb063797232e92f762c069979c781d6806430322e0e4281345
verified: 7/23/2026, 9:09:05 AM
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