GhostOS simulates a traditional operating system within your browser, enabling you to open multiple AI agent windows simultaneously. Each window functions like an independent workspace attached to ChatGPT or custom plugins, supporting virtual desktops and drag-and-drop file management. Users can customize their environment with themes, extensions, and quick-access toolbars. GhostOS streamlines switching between various AI-driven tasks, offers session persistence, and provides a centralized platform for research, coding, writing, and productivity enhancement. It also features integrated memory modules for context-aware interactions, a plugin marketplace, keyboard shortcuts, and a command palette for rapid execution, allowing session exports and third-party API integrations for tailored workflows.

Nova provides a comprehensive toolkit for creating autonomous AI agents in Python. It offers a planner that decomposes goals into actionable steps, a plugin system to integrate any external tools or APIs, and a memory module to store and recall conversation context. Developers can configure custom behaviors, track agent decisions through logs, and extend functionality with minimal code. Nova streamlines the entire agent lifecycle from design to deployment.

onChain-agent provides a comprehensive toolset for building self-driving blockchain agents powered by AI. It continuously listens to on-chain events such as token transfers, governance proposals, or price feeds, then uses integrated large language models to interpret data, generate decision plans, and trigger transactions. The framework includes configurable strategy templates for DeFi arbitrage, market making, liquidity provision, and governance voting. It manages private keys securely, ensures risk checks, and logs all activities for auditability. Developers extend functionality via plugin modules supporting custom chains, data oracles, and advanced AI models. Real-time monitoring dashboards and alerts help users track performance.

CrewAI Studio is a web-based platform that allows developers to design, visualize, and monitor multi-agent AI workflows. Users can configure each agent’s prompts, chain logic, memory settings, and external API integrations via a graphical canvas. The studio connects to popular vector databases, LLM providers, and plugin endpoints. It supports real-time debugging, conversation history tracking, and one-click deployment to custom environments, streamlining the creation of powerful digital assistants.