{"id":"zeroclaw-labs-zeroclaw","name":"zeroclaw","af_score":37.5,"security_score":56.5,"reliability_score":32.5,"what_it_does":"ZeroClaw is a local-first, single-binary Rust personal AI assistant you run on your own devices. It provides a gateway/control plane with a web dashboard to manage an always-on assistant that can connect to multiple chat/communication channels (e.g., WhatsApp/Telegram/Slack/Discord/Signal/Email/Matrix/IRC/etc.), integrate with hardware peripherals (e.g., ESP32/STM32/Arduino/Raspberry Pi GPIO), and run autonomous/\"hands\" workflows, SOPs, and tools (including mentions of MCP and many integrations).","best_when":"You want an on-device, always-on personal assistant that can manage many communication channels and tools under configurable autonomy and sandbox policies.","avoid_when":"You need a simple, documented public API surface for programmatic third-party clients, or you cannot control/monitor local security settings for DM pairing/allowlisting and tool access.","last_evaluated":"2026-03-29T13:07:49.564245+00:00","has_mcp":false,"has_api":false,"auth_methods":["OAuth (provider-specific, including OpenAI Codex subscription; Gemini via Google OAuth; Anthropic API key or auth token)","API keys / auth tokens for providers (Anthropic; and installer example suggests passing an API key)"],"has_free_tier":false,"known_gotchas":["ZeroClaw is an always-on, multi-channel agent; inbound DMs should be treated as untrusted and require pairing/allowlisting per the documented default DM policy.","Autonomy levels (ReadOnly/Supervised/Full) and sandbox/policy controls are critical; agents should respect and not bypass these controls.","The README excerpt mentions many tools and MCP, but the provided content does not expose a clear, machine-consumable MCP tool schema or public agent SDK contract."],"error_quality":0.0}