claude-code-by-agents vs atlas
Coding-agent coordination and workspace tools compared
claude-code-by-agents coordinates agents through shared OpenAgents rooms, while atlas brings agent sessions, Git changes, and project context together in a desktop workspace. The main difference is that claude-code-by-agents is a client for separately hosted agents, whereas atlas is a local-first workspace for running agents and tracking their work.
claude-code-by-agents: Coordinate Coding Agents in Shared Rooms
A native macOS app for coordinating Claude Code and other coding agents across local and remote machines. Route requests with @mentions and follow work in threaded rooms backed by OpenAgents workspaces.
atlas: Coordinate Coding Agents and Track Their Changes
Atlas is a desktop workspace for running multiple coding agents against one codebase and connecting their work to Git commits. It captures sessions and shares project context so teams and individuals can recover why a change was made and switch agents without restarting from scratch.
| claude-code-by-agents | atlas | |
|---|---|---|
| Language | Swift | Rust |
| License | MIT | Apache-2.0 |
| Stars | 892 | 8.9k |
| Forks | 81 | 350 |
| Last analyzed | Oct 3, 2026 | Oct 4, 2026 |
Key differences
- claude-code-by-agents routes requests to connected agents by name in threaded rooms; atlas links agent sessions and their prompts, tool calls, and file changes to Git commits.
- claude-code-by-agents depends on an OpenAgents workspace and separate agent connectors; atlas runs locally by default and offers optional organisation sync.
- claude-code-by-agents is a native Swift app for macOS and iOS, with the documented download for Apple Silicon; atlas supports macOS 13+ and Windows 10+ on x64, while its Linux builds are described as untested.
- claude-code-by-agents names Claude Code as its first-class runtime, with Codex and custom runtimes dependent on connector support; atlas lists Claude Code, Codex, its native agent, and agents from the ACP registry.
- claude-code-by-agents uses Swift under the MIT license; atlas uses Rust under Apache-2.0.
- claude-code-by-agents has 892 stars and 81 forks; atlas has 8.9k stars and 350 forks.
Choose claude-code-by-agents if you…
- coordinate agents running on local or remote machines through shared, threaded rooms.
- want a Swift macOS interface centered on routing requests with @mentions.
- already use an OpenAgents workspace and separate agent connectors.
Choose atlas if you…
- want to connect agent sessions and their details to Git commits.
- switch between agents and want them to share project notes, plans, and prior session context.
- prefer a local-first desktop workspace that combines agent runs, Git tools, and project information.
Compare the numbers side by side, or add more projects
This comparison is generated with AI from the OSRepos analyses of both projects. Always check each project's repository and documentation before choosing.