Memoh

Atom is a self-hosted platform for running business workflows from text or voice requests. Specialized agents plan and execute work across connected services, while visual workflows, memory, and governance levels help operators control how tasks progress. Workflow data, agent state, and memory remain on infrastructure controlled by the operator. Prompts still go to a configured cloud model when bring-your-own API keys are used, unless local models such as Ollama or Llama.cpp are selected. Deployment requires operating the backend, frontend, database, and model configuration.

AutoGPT’s current platform uses a low-code block builder to create agents and workflows, manage deployments, and run automations continuously from external triggers. The repository also retains classic tooling such as Forge and an agent benchmark. Self-hosting is a technical Docker-based setup, the hosted service remains a closed beta, and licensing differs between the Polyform Shield platform directory and the MIT-licensed classic components.

agent-browser gives AI agents commands to open pages, capture accessibility snapshots, click or fill referenced elements, read text, take screenshots, and manage tabs. Its native Rust CLI can also run as an MCP server with selectable tool profiles. Chrome must be installed or downloaded for automation, while features such as the encrypted authentication vault are opt-in.

Use one CLI to find, install, update, or remove skills across Claude Code, Codex, Cursor, OpenCode, and many other agents. It can also generate a selected skill prompt or launch a supported agent without installing the skill into an agent directory. Sources can come from GitHub, GitLab, generic Git URLs, or local paths, with project or global installation; support for advanced fields still varies by agent.