What tools does the muggle-ai-works MCP server provide?

muggle-ai-works exposes 7 tools: muggle_auth_poll, muggle_check_status, muggle_list_sessions, muggle_run_result_get, muggle_run_result_list, muggle_test_script_get, muggle_test_script_list. This list was read from the published package source; the server runs locally and has no endpoint to query.

Does muggle-ai-works require an API key?

Not known. muggle-ai-works has not been successfully queried, so its authentication requirements are unverified.

Connection check local install

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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Tools 7

GitHub stars 17

Installs / wk —

Licence —

Transport stdio

Last checked never

Tools & capabilities

7 tools

Read from the published package source — this server runs locally, so there is no endpoint to query. Names are taken from the code, not observed at runtime, and descriptions are often absent.

muggle_auth_poll from source

muggle_check_status from source

muggle_list_sessions from source

muggle_run_result_get from source

muggle_run_result_list from source

muggle_test_script_get from source

muggle_test_script_list from source