lewm-mcp

Enables visual anomaly detection for Claude Code agents by computing surprise scores between frames using a ViT encoder, allowing detection of UI changes and video anomalies.

→ Gonzih/lewm-mcp · listed on glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

// required environment variables

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

configLEWM_PYTHON— python3 Python executable to use for model subprocess

// 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

[![M8ven Score](https://m8ven.ai/badge/mcp/gonzih-lewm-mcp-1v6o2o)](https://m8ven.ai/mcp/gonzih-lewm-mcp-1v6o2o)

commit: e5234dba534d0341f830ac337238f3a3cdcb98a7

code hash: d123510aa0ac14bc5045ec038233a594beadcfa9114d8328a5cf5b9bd67f3fb1

verified: 6/22/2026, 12:47:48 PM

view raw JSON →