muggle-ai-works MCP Server
multiplex-ai/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.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
multiplex-ai/muggle-ai-works is a TypeScript tool licensed under MIT. 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.
Ranked #14886 out of 24840 indexed tools.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
16 stars → early stage
Last commit today → actively maintained
0/12 issues closed → many open issues
0 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
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