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muggle-ai-works
Your AI coding agent writes code fast — we make sure the web product actually works. Paste a URL, the agent clicks through signup/checkout/dashboards like a real user, reports failures with screenshots. Currently web only. Works with Claude Code, Cursor, Codex, Windsurf.
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// key findings
🚨
Known vulnerabilities in dependencies: 1 critical, 15 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
// required environment variables
This server reads these from
process.env. You'll be asked to provide them before it can run.config
APPLICATIONINSIGHTS_CONNECTION_STRINGconfig
AUTH0_AUDIENCEconfig
AUTH0_CLIENT_IDconfig
AUTH0_DOMAINconfig
AUTH0_SCOPEconfig
CURSOR_PLUGIN_ROOTconfig
ELECTRON_APP_PATHconfig
LOG_LEVELconfig
MUGGLE_BRAIN_DIRconfig
MUGGLE_MCP_PROMPT_SERVICE_TARGET— "": "production"config
NO_COLORconfig
PROMPT_SERVICE_BASE_URLconfig
RELEASE_BUILD_IDconfig
RELEASE_COMMIT_SHAconfig
RELEASE_TIMEconfig
REQUEST_TIMEOUT_MSconfig
WEB_SERVICE_PATHconfig
WEB_SERVICE_URLconfig
WORKFLOW_TIMEOUT_MS// 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
[](https://m8ven.ai/mcp/multiplex-ai-muggle-ai-works-1fmz7q)commit: 833701a76386f1edc3b4ab57fbd59375a2c072cd
code hash: a5deff407a702e863b2f69cfab4396a7b66941b600852b12eed6ed88b0537d8f
verified: 6/11/2026, 11:00:43 AM