AgentAPIvsccmanager
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
AgentAPI
Coder · Agent harness
OSS
Panel
7.32 spec wins
- Reliability
- 7.2
- Usefulness
- 6.7
- Cost
- 8.5
- Longevity
- 6.8
“Its web platform is a chat page served to your own laptop on port 3284, which makes it the most honest cloud on this board.”
ccmanager
Kodai Kabasawa · Agent harness
OSS
Panel
6.74 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.”
Spec by spec
| Spec | AgentAPI | ccmanager |
|---|---|---|
| Architecture | ||
| Category | Agent harness | Agent harness |
| Runs | local | local |
| Platforms | macos, linux, windows, web | macos, linux |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | No |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | NoEditing is done by the wrapped agent; AgentAPI only relays messages to and from it. | YesEditing is performed by the managed agent CLIs; ccmanager itself only manages their sessions. |
| Git operations | No | Yes |
| Browser control | No | No |
| Sandboxed execution | No | YesThrough documented devcontainer integration, which runs the agent session inside a container. |
| Multi-agent orchestration | No | Yes |
| Headless / CI mode | Yes | No |
| Models | ||
| Backbone | via wrapped agents (Claude Code, Goose, Aider, Gemini CLI, Amp, Codex) | via managed agents (Claude Code, Gemini CLI, Codex CLI, Cursor Agent, Copilot CLI, Cline CLI, OpenCode, Kimi CLI, MiniMax Code) |
| Bring your own model | Yes | 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. |
| Local models | No | No |
| Cost | ||
| Pricing model | free | free |
| Starts at | $0/mo | $0/mo |
| Free tier | Yes | Yes |
| Bring your own key | Yes | Yes |
| Openness | ||
| Open source | Yes | Yes |
| License | MIT | MIT |
| GitHub stars | 1,500 | 1,256 |
Which one would each critic pick
| Critic | AgentAPI | ccmanager | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 7.5 | 7.3 | AgentAPI — Pick it when a script or a web page needs to talk to an agent you already trust in a terminal; pick the Claude Agent SDK if you only ever wrap one. |
| El Crítico | 6.5 | 6.5 | no preference |
| El Profesor | 7.0 | 6.8 | AgentAPI — The interface is specified rather than described: an openapi.json ships in the repository with a served documentation UI, and no benchmark is claimed. |
| La Inversora | 7.3 | 5.5 | AgentAPI — Coder gives this away because an agent that speaks HTTP belongs in a remote development environment, and that is the product with the price on it. |
| La Jefa | 7.0 | 6.0 | AgentAPI — Zero licence cost and the rare tool here that fits automation without argument, but the row carries no SSO, no SCIM and no audit log. |
| El Hacker | 8.5 | 8.3 | AgentAPI — MIT, one downloaded binary, `agentapi server -- claude`, and their answer on MCP is a README section showing you how to build that server yourself. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.