{"id":"builderz-labs-mission-control","name":"mission-control","af_score":66.2,"security_score":66.8,"reliability_score":33.8,"what_it_does":"Mission Control is an open-source, self-hosted AI agent orchestration dashboard that provides task dispatch and multi-agent workflow management, real-time monitoring (WebSocket/SSE), cost/token tracking, and security governance (RBAC, trust scoring, secret detection, and MCP/tool call auditing). It uses a SQLite-backed local-first setup (Next.js/TypeScript).","best_when":"You want a local-first, self-hosted control plane for orchestrating and auditing AI agents, with an operator-facing dashboard and REST API for programmatic task/agent management.","avoid_when":"You cannot tolerate alpha-level change risk or you cannot perform deployment hardening (reverse proxy/TLS/CSP/network isolation) and access control validation.","last_evaluated":"2026-03-29T18:04:04.881241+00:00","has_mcp":false,"has_api":true,"auth_methods":["Session cookie (POST /api/auth/login)","API key header (x-api-key header; also shown as Authorization: Bearer in examples)","Google Sign-In with admin approval workflow"],"has_free_tier":false,"known_gotchas":["Alpha software: APIs, database schemas, and configuration formats may change between releases","Real-time session updates and agent messaging require an active gateway connection; some functionality works in gateway-optional mode but not all","Security strictness is configurable via hook profiles; misconfiguration may weaken protections","Task/skill sync is disk↔DB bidirectional; ensure correct filesystem permissions and paths to avoid unintended installs/updates"],"error_quality":0.0}