Agentaravsccswarm
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
Agentara
MagicCube · Agent harness
OSS
Panel
5.81 spec wins
- Reliability
- 5.2
- Usefulness
- 5.5
- Cost
- 7.7
- Longevity
- 4.8
“It schedules your agent with cron patterns, which is how a side project quietly becomes a pager rotation of one.”
ccswarm
nwiizo · Agent harness
OSS
Panel
5.83 spec wins
- Reliability
- 6.0
- Usefulness
- 5.7
- Cost
- 6.7
- Longevity
- 4.7
“It can scaffold a fresh repository where the tests already pass, which is the most honest demonstration environment on this board.”
Spec by spec
| Spec | Agentara | ccswarm |
|---|---|---|
| Architecture | ||
| Category | Agent harness | Agent harness |
| Runs | local | local |
| Platforms | macos, linux | macos, linux |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | No |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | YesAgentara launches the Claude Code and Codex CLIs as managed sessions; it does not expose a shell tool of its own. | Yes |
| Multi-file edits | YesFiles are changed by the Claude Code or Codex session Agentara runs in the configured workspace, not by Agentara itself. | YesCode changes are made by the provider CLI (Claude Code or Codex) that ccswarm drives. |
| Git operations | No | Yes |
| Browser control | No | No |
| Sandboxed execution | No | No |
| Multi-agent orchestration | No | Yes |
| Headless / CI mode | No | Yes |
| Models | ||
| Backbone | Claude Code, OpenAI Codex | Claude Code, Codex |
| Bring your own model | Yes | Yes |
| Local models | No | No |
| Cost | ||
| Pricing model | byok | byok |
| Starts at | $0/mo | $0/mo |
| Free tier | Yes | Yes |
| Bring your own key | Yes | Yes |
| Openness | ||
| Open source | Yes | Yes |
| License | unspecified | MIT |
| GitHub stars | 515 | 153 |
Which one would each critic pick
| Critic | Agentara | ccswarm | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 6.3 | 6.3 | no preference |
| El Crítico | 5.5 | 5.5 | no preference |
| El Profesor | 6.3 | 6.3 | no preference |
| La Inversora | 5.5 | 5.0 | Agentara — An MIT badge in the README with no LICENSE file in the repository is not a licence, and 504 stars around a single maintainer is not a company. |
| La Jefa | 4.8 | 5.8 | ccswarm — Every run leaves an NDJSON trail we can replay, diff and roll back, and there is still no console, no single sign-on and no per-seat anything. |
| El Hacker | 6.5 | 5.8 | Agentara — It rides the Claude Code and Codex logins already on my machine and ships its skills in the repository, but it speaks no MCP, so my servers stay outside. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.