{"id":"webhiveos-webhive","name":"WebHive","af_score":28.5,"security_score":26.0,"reliability_score":15.0,"what_it_does":"WebHive appears to be an AI-driven browser automation/control center. It runs a local web UI and a controllable browser session (optionally reusing an existing Chrome profile) to let an AI model perform tasks in the browser while showing interactions via a built-in VNC/noVNC viewer. It supports multiple LLM providers via API keys configured in an .env file.","best_when":"You want local, self-hosted AI browser automation with optional persistent browser state for interactive browsing.","avoid_when":"You cannot provide LLM API keys or you need a documented public API/contract for programmatic integration; also avoid when you cannot control exposure of browser profile data and session credentials.","last_evaluated":"2026-04-04T19:33:23.327033+00:00","has_mcp":false,"has_api":false,"auth_methods":["LLM provider API keys via .env (OPENAI_API_KEY, ANTHROPIC_API_KEY, GOOGLE_API_KEY)"],"has_free_tier":false,"known_gotchas":["No documented API/MCP interface for agents; integration would likely be via running the app and automating the UI/browser workflow rather than calling a stable programmatic contract.","If using persistent sessions and existing browser profiles, agent actions may depend on prior state (logins, cookies) and can cause unintended side effects.","VNC password defaults and browser-accessible UI endpoints may be exposed if the host is not properly firewalled (no guidance shown here)."],"error_quality":0.0}