{"id":"dataelement-clawith","name":"Clawith","af_score":43.2,"security_score":57.5,"reliability_score":32.5,"what_it_does":"Clawith (OpenClaw for Teams) is an open-source multi-agent collaboration platform. It provides persistent agent identities, long-term memory and per-agent workspaces, plus an autonomous trigger system (cron/once/interval/poll/on_message/webhook) to coordinate agents. The platform is positioned as multi-tenant with RBAC, quotas, approval workflows, and audit logging, and it can integrate with chat/communication channels (e.g., Slack/Discord/Feishu/Lark) and with external tool ecosystems via an MCP client.","best_when":"You want a self-hosted, team-oriented multi-agent system with persistence, scheduling/monitoring triggers, and org-style controls (RBAC, quotas, approvals, audit logs).","avoid_when":"You need a lightweight single-agent chatbot SDK only, or you cannot accept the operational overhead of maintaining a web app plus database (and optionally Redis).","last_evaluated":"2026-03-30T13:18:00.009500+00:00","has_mcp":false,"has_api":true,"auth_methods":["JWT-based auth (JWT/RBAC mentioned)","RBAC with organization isolation"],"has_free_tier":false,"known_gotchas":["No explicit agent-facing API/MCP spec details provided in the README; integration may require inspecting backend code.","Multi-agent systems can produce complex state; if retrying trigger-fired actions, idempotency behavior is not described in README.","Trigger types include external HTTP monitoring and webhook receiving; correct security configuration (auth/signing, network exposure) must be handled carefully by the deployer."],"error_quality":0.0}