AgentAPIvsOpenClaw
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
7.31 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.”
OpenClaw
OpenClaw Foundation · Agent harness
OSSMCP
Panel
6.88 spec wins
- Reliability
- 6.0
- Usefulness
- 6.8
- Cost
- 7.3
- Longevity
- 7.2
“Warelay, Clawdbot, Moltbot, OpenClaw: three renames in ten weeks, one of them courtesy of Anthropic's trademark lawyers.”
Spec by spec
| Spec | AgentAPI | OpenClaw |
|---|---|---|
| Architecture | ||
| Category | Agent harness | Agent harness |
| Runs | local | local, sandbox |
| Platforms | macos, linux, windows, web | macos, linux, windows |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | No | Yes |
| MCP server | No | Yes |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | NoEditing is done by the wrapped agent; AgentAPI only relays messages to and from it. | Yes |
| Git operations | No | No |
| Browser control | No | Yes |
| Sandboxed execution | No | Yes |
| Multi-agent orchestration | No | Yes |
| Headless / CI mode | Yes | No |
| Models | ||
| Backbone | via wrapped agents (Claude Code, Goose, Aider, Gemini CLI, Amp, Codex) | OpenAI, Anthropic, OpenRouter, GitHub Copilot, Ollama, LM Studio, vLLM, llama.cpp |
| Bring your own model | Yes | Yes |
| Local models | No | Yes |
| Cost | ||
| Pricing model | free | byok |
| 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 | 391,182 |
Which one would each critic pick
| Critic | AgentAPI | OpenClaw | 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 | 7.0 | no preference |
| La Inversora | 7.3 | 6.3 | 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 | 5.3 | 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 | 8.8 | OpenClaw — MIT, an mcp.servers block with per-server toolFilter, Ollama, LM Studio, vLLM and llama.cpp as first-class providers, and it serves MCP too; this one is mine. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.