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Drive real Android & iOS devices and web browsers from natural language for mobile + web QA. 145+ tools across device control, app management, automation sessions, browser automation, and flow recording / replay. Bearer-auth — get a token at robotactions.com → Profile → API Tokens.
Deterministic motion compiler + validator: reports WCAG 2.2.2 pause-path candidates, fail-closed.
X-Z-CS AI validation with auditable reasoning. 8 active tools; 5 in maintenance. v0.5.59
Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.
Generate deterministic placeholder image URLs and packs for docs, staging, testing, and AI agents.
295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search
Pay-per-call AI evaluation MCP server. Score LLM outputs against benchmark rubrics via Workers AI.
Scan GitHub-hosted AI skills for vulnerabilities: prompt injection, malware, OWASP LLM Top 10.