Tarko

Tool-augmented Agent Runtime Kernel

Build powerful agents with Context Engineering and unified Tool Call Engine

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Context Engineering

Build agents capable of long-running operations with automatic context compression, intelligent windowing, and state persistence

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Tool Call Engine

Unified interface for tools across different LLM providers with custom parsers and streaming support

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Event Stream

Standardized communication protocol with native streaming and real-time updates

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Agent Hooks

Extensible hook system for customizing agent behavior at every stage of execution

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Production Ready

Complete engineering solutions with CLI, Server, and UI components for development and deployment

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Multimodal Support

Powers UI-TARS-2, UI-TARS-desktop, and Agent TARS production systems