Brethof AI Reviews

OpenClaw (web dashboard) review

Your own AI agent, on your machine, no account

Not sponsoredAI Agents · Developer Tools

Tested on Linux · Free · Open source

OpenClaw is a free, self-hosted AI agent. A Gateway on your machine holds its memory, tools and models, and you use it in a web dashboard. We tested it on Linux through our local Ollama.

The good

  • Runs on Ollama, no account. It talks to a local Ollama with no account, no key and no paid tier. Setup missed our Ollama, so we chose it and our model by hand.
  • MIT, run by a foundation. It is MIT licensed and run by a non-profit foundation that its donors do not own. One command prints exactly what it sends home.
  • Audit and permission modes. A security audit checks your setup and says how to fix it. The dashboard offers read only, human review, AI review or full access, the default.

The not so good

  • Heavy install, its own workspace. It is a platform with its own server. Its installer adds Node 24 and build tools, and it seeds persona files into its workspace unless a setting stops it.
  • Update check, with location. A daily update check is on by default. It sends system details, and the server keeps your rough location for three months. Setting check on start to false stops it.

Our verdict

Recommended with caveats

It is open, run by a non-profit, needs no account and works with a local Ollama. By default it acts without asking. But it is a heavy install, and its update check records your location.

Reviewed: OpenClaw (web dashboard) 2026.10.5 · facts checked 2026-10-22

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