Independently verified against live vendor data on Oct 19, 2026.
Transparency
Public
Contract
—
Data training
Not Trained
Human in loop
Optional
Capabilities
autonomousopen-sourcebyokreportingschedulingvulnerability-scanningdependency-scanning
Pros & Limitations
Editorial assessmentPros
- ✓Returns finished files and security fixes as pull requests, with full run transcripts, rather than chat you still have to act on.
- ✓Local-first and model-agnostic, with conversations, tokens and keys kept in a local secret store, and since version 0.3.0 an agent's commands can run in a sandbox that sees only the session's folders and allow-listed hosts.
- ✓25+ native connectors plus any MCP tool, with writes, sends, and shell commands approval-gated by default and every tool call logged.
Limitations
- –Open beta: Windows 10/11 builds are not yet code-signed, so SmartScreen warns during install, and the website still lists Windows as coming soon. The README says signing is in progress.
- –Requires your own model API key or a local Ollama setup, and model usage is billed by that provider rather than included. The OpenShell sandbox also needs Docker installed.
- –Independent validation is still early: no G2, Capterra, or Product Hunt presence yet, and no audited certifications such as SOC 2 or ISO 27001.
Technical Details
Deployment
desktopself-hostedcli
Model architectureModel-agnostic, bring-your-own-key: OpenAI, Anthropic, Google Gemini, DeepSeek, Qwen, Mistral, xAI Grok, Moonshot Kimi, MiniMax, Z.ai GLM, BytePlus Ark, Volcengine Ark, and Thinking Machines Inkling, open-weight models via Together and Fireworks, and fully local models via Ollama. Built on the open-source aisuite library.
Avg setup timeUnder a minute to install, per the vendor ("on your machine in under a minute"). Then add a model API key or point it at Ollama. No account is required.
Autonomous rateOpenWorker runs multi-step tasks autonomously across your files and 25+ connected tools. By default every consequential action (writes, sends, shell commands) waits for your approval. An optional auto-approve mode lets a reviewer model pass routine calls and escalate anything uncertain, while a set of irreversible operations always stays human-only. Unattended and scheduled runs never self-approve and park their requests in an inbox. The vendor publishes no autonomous completion rate.
MCPClient
Integrations
Security
GDPRCCPA
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