Apache MakavsOpenCovibe
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
Apache Maka
Apache Software Foundation · Agent harness
OSS
Panel
6.63 spec wins
- Reliability
- 6.0
- Usefulness
- 6.3
- Cost
- 7.7
- Longevity
- 6.5
“It ships an Eval harness as a first-class client, which is one honest way to admit how often you will be measuring it.”
OpenCovibe
AnyiWang · Agent harness
OSSMCP
Panel
6.64 spec wins
- Reliability
- 6.0
- Usefulness
- 6.8
- Cost
- 7.7
- Longevity
- 6.0
“It ships a visual editor for the agent's memory file, so you can now curate what the machine believes about your codebase.”
Spec by spec
| Spec | Apache Maka | OpenCovibe |
|---|---|---|
| Architecture | ||
| Category | Agent harness | Agent harness |
| Runs | local | local |
| Platforms | macos, linux, windows | macos, windows, linux, web |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | Yes |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | Yes | Yes |
| Git operations | No | Yes |
| Browser control | No | YesA companion preview window opens a localhost page and lets you pick elements from it; there is no general browsing tool. |
| Sandboxed execution | YesTools that write files or run a shell must cross a sandbox boundary first. | No |
| Multi-agent orchestration | No | YesA read-only team dashboard tracks Claude Code multi-agent teams and nested subagent tool calls. |
| Headless / CI mode | Yes | No |
| Models | ||
| Backbone | any cloud API, local models, compatible gateways | Claude Code, Codex |
| Bring your own model | Yes | Yes |
| Local models | Yes | YesClaude Code can be pointed at Anthropic-compatible gateways and local runtimes through built-in presets, hot-switched without a restart. |
| 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 | Apache-2.0 | Apache-2.0 |
| GitHub stars | 5,687 | 270 |
Which one would each critic pick
| Critic | Apache Maka | OpenCovibe | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 6.5 | 6.8 | OpenCovibe — Pick OpenCovibe if you want to see what your agent did rather than read about it; pick the bare CLI if you were happy with the scrollback all along. |
| El Crítico | 6.0 | 6.3 | OpenCovibe — An embedded web server publishes the whole interface over a local network or a tunnel, protected by a token, in front of a surface that edits files and executes commands. |
| El Profesor | 7.3 | 7.0 | Apache Maka — Per-task benchmark runs are published against other harnesses on the same model using the official verifier, which is the comparison most vendors carefully arrange not to make. |
| La Inversora | 6.8 | 6.0 | Apache Maka — 4,699 stars and a foundation incubator: there is no cap table to change hands, and equally nobody is obliged to finish what has been started here. |
| La Jefa | 5.8 | 5.8 | no preference |
| El Hacker | 7.5 | 8.0 | OpenCovibe — Apache-2.0, tool servers managed inside the app, and built-in presets point the agent at a compatible gateway or a local runtime and hot-switch it without a restart. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.