All Documentation

How It Works

Learn how AI discovers, learns, and calls APIs.

API Meta-Tools

How find_api, learn_api, and call_api work together to give AI universal API access.

Semantic Search

How AI-generated intents enable semantic discovery of API operations.

Interface Synthesis

How Toolcog synthesizes complete, executable interfaces from OpenAPI specs—optimized for how LLMs actually think.

Hygienic Execution

How Toolcog keeps everything in its right place—parameters isolated, credentials scoped, operations constrained.