{"id":"xmanrui-openclaw-bot-review","name":"OpenClaw-bot-review","af_score":19.8,"security_score":19.2,"reliability_score":32.5,"what_it_does":"OpenClaw Dashboard is a local, DB-less web UI (Next.js) that reads OpenClaw configuration and local session files from ~/.openclaw/openclaw.json (or OPENCLAW_HOME) to display bot/agent status, model details, session lists and token usage trends, gateway health, connectivity tests, alerts, and an i18n/light-dark themed pixel-art “office” visualization.","best_when":"You run OpenClaw locally (or on a trusted host) and want a single UI to observe models, sessions, and gateway/platform health without standing up a database.","avoid_when":"You need strong network-level authentication/authorization for exposing the dashboard beyond a trusted network, or you cannot ensure local config/session files are protected.","last_evaluated":"2026-03-30T13:23:24.089594+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Dashboard appears to read from local filesystem paths (e.g., ~/.openclaw/openclaw.json). An agent would likely need access to that host and filesystem rather than calling a standalone API.","No documented machine-readable API (REST/OpenAPI/MCP) is described, so programmatic agent integration would be limited or require UI scraping/manual steps.","No documented rate limiting or error-code contract is available in the provided materials."],"error_quality":0.0}