claude-code-by-agents vs cccc
Coding-agent coordination tools compared
claude-code-by-agents and cccc both help coordinate multiple coding agents across runtimes or machines. claude-code-by-agents is a native Apple app connected to an OpenAgents workspace, while cccc is a local-first coordinator with a daemon, durable shared state, and several access interfaces.
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.
cccc: Coordinate Coding Agents as a Persistent Group Chat
CCCC is a local-first, Rust-based coordinator for running coding agents as a persistent team across runtimes, machines, and trusted groups. It provides durable message history, delivery tracking, and Web and IM access, with installers for Linux, Apple Silicon macOS, and Windows.
| claude-code-by-agents | cccc | |
|---|---|---|
| Language | Swift | Rust |
| License | MIT | Apache-2.0 |
| Stars | 892 | 1.3k |
| Forks | 81 | 111 |
| Last analyzed | Oct 3, 2026 | Oct 21, 2026 |
Key differences
- claude-code-by-agents is a Swift client that depends on an OpenAgents workspace and separately running connectors; cccc uses a daemon as the shared control plane for its interfaces.
- claude-code-by-agents centers on threaded rooms and routing requests with @mentions; cccc adds durable message history, delivery states, task and context stores, and multiple message modes.
- claude-code-by-agents is designed for macOS and iOS, while cccc supports Linux, Apple Silicon macOS, and Windows.
- claude-code-by-agents uses adaptive polling for workspace and thread updates; cccc provides Web UI, CLI, MCP tools, and supported IM bridges operating on daemon-owned state.
- claude-code-by-agents is licensed under MIT and written in Swift; cccc is licensed under Apache-2.0 and written in Rust.
- claude-code-by-agents identifies Claude Code as its first-class runtime, with other runtime support dependent on connectors; cccc describes mixed-runtime groups including CLI agents, browser integrations, and custom command-line agents.
Choose claude-code-by-agents if you…
- want a native Apple app for routing agent requests in threaded rooms with @mentions.
- already use an OpenAgents workspace and the required agent connectors.
- prefer a focused client for following agents on local or remote machines.
Choose cccc if you…
- need durable shared message history and delivery tracking across agent sessions.
- want Web UI, CLI, MCP, and supported IM access through a shared daemon.
- need to coordinate agents across Linux, macOS, or Windows, or connect selected Groups across instances.
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This comparison is generated with AI from the OSRepos analyses of both projects. Always check each project's repository and documentation before choosing.