mission-control
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).
Score Breakdown
⚙ Agent Friendliness
🔒 Security
Security posture features are claimed in the README (RBAC, session+API key auth, Google SSO with approval workflow, secret detection, trust scoring, MCP/tool call auditing, and hardened deployment profiles including HSTS/network isolation guidance). However, the provided excerpt does not include concrete implementation details (e.g., password hashing parameters beyond a mention of scrypt, token lifetimes for API keys, exact rate limits, or specifics of how secrets are redacted in logs), so scores reflect partial visibility.
⚡ Reliability
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.
Use Cases
- • Self-hosted dashboard to manage fleets of AI agents and tasks
- • Orchestrate multi-agent workflows with quality review gates/sign-off
- • Operational monitoring for agent activity and token/cost analytics
- • Centralized security auditing/trust scoring for agent outputs and tool calls
- • Run recurring tasks via natural-language scheduling (cron-based template spawning)
- • Integrate external agent workflows (e.g., Claude Code/Codex via direct CLI bridging)
Not For
- • Teams seeking a purely managed SaaS with guaranteed SLAs (explicitly alpha/under active development)
- • Organizations that require hosted cloud-only compliance controls or specific enterprise contracts
- • Use as a security boundary without reviewing hardening guidance (security is claimed but details are not fully present in the provided README excerpt)
Interface
Authentication
RBAC roles (viewer/operator/admin) are described; the excerpt does not specify fine-grained OAuth scopes.
Pricing
Open-source self-hosted; costs depend on infrastructure and any external LLM/gateway expenses.
Agent Metadata
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
Alternatives
Full Evaluation Report
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Scores are editorial opinions as of 2026-03-29.