{"id":"qingchencloud-clawpanel","name":"clawpanel","af_score":31.0,"security_score":39.2,"reliability_score":31.2,"what_it_does":"ClawPanel (clawpanel) is a cross-platform OpenClaw management panel with an integrated AI assistant. It provides a UI to install/configure OpenClaw, manage model/service providers, run/diagnose a Gateway, manage agents, chat (including streaming and multimodal image input), view logs/usage, and perform automated troubleshooting/bug-report/PR assistance via tool calling (including reading/writing files and running commands depending on safety mode).","best_when":"You want a desktop/web management console for OpenClaw with human-in-the-loop diagnostics and configuration, especially on local machines or self-hosted servers.","avoid_when":"You need a stable public REST/GraphQL API contract for third-party automation, or you cannot risk exposing an admin interface on a server without careful network/auth hardening.","last_evaluated":"2026-03-30T13:23:24.997538+00:00","has_mcp":false,"has_api":false,"auth_methods":["Gateway access token (as described for Gateway configuration)","Password protection for access (as described in security settings screenshots/notes)","Tailscale (group-based access mentioned)"],"has_free_tier":true,"known_gotchas":["No documented external API contract or MCP server for programmatic agent integration; automation would rely on UI, the underlying OpenClaw CLI, or local Tauri IPC.","Tool-calling includes potentially risky actions (run_command/write_file). README indicates safety modes and confirmation/permissions, but it is unclear how reliably idempotency and safe retries are enforced.","Web mode binds to all interfaces by default per README warning; agents should not assume the admin surface is protected without explicit hardening."],"error_quality":0.0}