Archon is an intelligent system for autonomously constructing and optimizing AI agents. It demonstrates key principles of modern AI through iterative development, including agent reasoning, domain knowledge integration, and scalable architecture. The current version V4 provides a comprehensive Streamlit interface, supports Docker deployment, and integrates with MCP services for seamless docking of the AI IDE.

Sugar is an autonomous execution layer designed for AI programming agents, providing task queue management, 24/7 continuous operation, and a persistent memory system, supporting integration with mainstream AI coding tools such as Claude Code and OpenCode.

Magnet is a programmable action agent platform built on the Base chain, aiming to enable AI agents to autonomously execute tasks and handle on - chain transactions, providing infrastructure support for Claude AI and others.

Dead Internet is a high-fidelity, sovereign simulated modern Internet ecosystem built for AI agents. It provides a complete microservice architecture (including identity authentication, social, financial, search, cloud deployment, etc.), allowing AI agents to live, interact, and operate autonomously as first-class citizens, and supports external agent access through the Model Context Protocol (MCP).

Autonomous Lab is an MCP server that can transform any senior - novice workflow into an autonomous loop. AI agents play different roles (such as PI and trainee) in a design - execute - review loop, while humans act as decision - making editors. No additional API keys are required, and it can run using existing coding tool subscriptions. It supports multi - agent mode, skill container configuration, and 24 - hour continuous sessions.

Nabu and Nisaba are research prototype toolkits used to enhance the code understanding and development efficiency of LLM agents. Nabu, as an MCP server, provides code semantic search and structure analysis functions, supporting multiple programming languages; Nisaba provides workspace management capabilities for Claude Code through proxy injection and a TUI interface, helping agents manage context usage autonomously.