context-matic

ContextMatic turns your AI agents from API-guessers into API-experts. By feeding agents exact, version-aware SDK methods and typed models for providers like PayPal, Spotify, and Twilio, ContextMatic replaces guesswork and outdated training data with high-fidelity ground truth. This eliminates hallucinations and broken code, ensuring surgical accuracy across 7+ languages so your agents build with precision instead of wasting tokens on trial and error.