The AI Toolkit by Tiptap is a collection of document-focused tools that enable AI models and agents to interact with Tiptap documents using a Cursor-like editing workflow. It exposes streaming, navigation, selection, and fine-grained editing methods so agents can read, reason about, and modify structured content inside rich-text editors. Designed for integration with custom models and agent frameworks, the Toolkit supports real-time collaboration scenarios and lets developers build agents that perform contextual edits, step-by-step transformations, and interactive document Q&A — all with operational control over document structure rather than simple prompt responses. Its unique value is turning a text-prompt-only AI into an editor-aware agent that can manipulate document nodes, stream changes, and navigate large documents with editor-level precision.