This project provides a way to build LLM tools and agents by writing plain functions in Bash, JavaScript, or Python. It leverages function-calling capabilities to let LLMs execute custom code, system commands, and API interactions. The framework integrates with CLI tools like AIChat and supports the Model Context Protocol (MCP) standard for tool discovery and execution.