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Perceptron Vision MCP Server
A vision MCP server that gives MCP-compatible agents direct access to Perceptron's Isaac model family for visual question answering, captioning, OCR, and object detection over images and videos.
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// 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.
🔐
You'll be asked for 1 credential: PERCEPTRON_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.🔐 secret
PERCEPTRON_API_KEY— Your Perceptron API keyconfig
PERCEPTRON_BASE_URL— Verify your API key is valid and that you can reach https://api.perceptron.inc. If you need a custom endpoint, set .// 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 4 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
[](https://m8ven.ai/mcp/perceptron-ai-inc-mcp-server-6yq0jh)commit: ac0b19e0dba77d4c5f4acdcffc2c93ab86b8cc2e
code hash: bd38bc8ad8b2ea31994c8a08c2b5226da548c30c8cfbb3d30eb630cd3405681f
verified: 6/15/2026, 2:04:28 PM