ccmanagervsPaperclip
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
ccmanager
Kodai Kabasawa · Agent harness
OSS
Panel
6.75 spec wins
- Reliability
- 6.5
- Usefulness
- 6.2
- Cost
- 8.2
- Longevity
- 6.0
“It will drive nine different coding agents for you, and there is still only one of you to read what they wrote.”
Paperclip
Paperclip Labs, Inc. · Agent harness
OSS
Panel
6.71 spec wins
- Reliability
- 6.2
- Usefulness
- 6.7
- Cost
- 7.0
- Longevity
- 7.0
“Gives every agent a title and a reporting line, so the first thing your AI workforce receives is middle management.”
Spec by spec
| Spec | ccmanager | Paperclip |
|---|---|---|
| Architecture | ||
| Category | Agent harness | Agent harness |
| Runs | local | local, cloud |
| Platforms | macos, linux | macos, linux, web |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | No |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | YesEditing is performed by the managed agent CLIs; ccmanager itself only manages their sessions. | No |
| Git operations | Yes | No |
| Browser control | No | No |
| Sandboxed execution | YesThrough documented devcontainer integration, which runs the agent session inside a container. | No |
| Multi-agent orchestration | Yes | Yes |
| Headless / CI mode | No | No |
| Models | ||
| Backbone | via managed agents (Claude Code, Gemini CLI, Codex CLI, Cursor Agent, Copilot CLI, Cline CLI, OpenCode, Kimi CLI, MiniMax Code) | via agent adapters (Claude Code, Codex, Gemini, Cursor, OpenClaw, Hermes, Pi, HTTP and shell agents) |
| Bring your own model | Yesccmanager runs whatever agent command you configure as a preset, so the model comes from the agent CLI you point it at rather than from ccmanager itself. | No |
| Local models | No | No |
| Cost | ||
| Pricing model | free | free |
| Starts at | $0/mo | $0/mo |
| Free tier | Yes | Yes |
| Bring your own key | Yes | No |
| Openness | ||
| Open source | Yes | Yes |
| License | MIT | MIT |
| GitHub stars | 1,256 | 95,916 |
Which one would each critic pick
| Critic | ccmanager | Paperclip | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 7.3 | 7.0 | ccmanager — Pick it if you run three or four agent sessions and lose track of which one is waiting on you; pick Conductor if you would rather have a window than a terminal. |
| El Crítico | 6.5 | 6.0 | ccmanager — Creating, merging and deleting git worktrees are single keystrokes inside a full-screen session manager, and a merge is not an undoable thing. |
| El Profesor | 6.8 | 6.5 | ccmanager — It executes no edits of its own, so its correctness question reduces to session and worktree lifecycle, and status-change hooks make that lifecycle observable. |
| La Inversora | 5.5 | 6.3 | Paperclip — Paperclip Labs, Inc. with an MIT product, 80,000 stars and cloud deployments marked in progress on the roadmap: the hosted tier is the business, and it is not shipped. |
| La Jefa | 6.0 | 6.3 | Paperclip — Monthly budgets per agent with hard stops and spend tracked by company, project and provider is the first orchestrator here with a finance answer; SSO and support are still missing. |
| El Hacker | 8.3 | 8.3 | no preference |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.