muggle-ai-works

by multiplex-ai · MCP Clients & Apps · ★ 16

muggle-ai-works is an app that connects to MCP servers by multiplex-ai. 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. It has 16 GitHub stars and ranks #269 of 595 in MCP Clients & Apps by stars.

Category: MCP Clients & Apps
Author: multiplex-ai
GitHub stars: 16
This week: Tracking since 18 Oct 2026
Weekly downloads: 1,526
Language: TypeScript
License: MIT (open source)
Last update: 2026-10-24 (today)
Links: Source Website npm

ai-agents
ai-powered-testing
ai-qa
ai-testing
browser-automation
claude-code
cursor
developer-tools
devtools
e2e-testing
electron
mcp
+8 more

How to install muggle-ai-works

Install steps differ per project, so follow the README in the muggle-ai-works repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Frequently asked questions

What is muggle-ai-works?

muggle-ai-works is an app that connects to MCP servers by multiplex-ai in the MCP Clients & Apps category. 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... It has 16 GitHub stars and ranks #269 of 595 in MCP Clients & Apps by stars.

Is muggle-ai-works free and open source?

Yes. muggle-ai-works is published under the MIT license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to muggle-ai-works?

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.