The Best Open-Source AI Agent Mission Control Dashboards in 2026

AI agents are only as powerful as the systems you build around them. Spinning up an agent locally is easy — but once you're running multiple agents across channels, assigning them tasks, and tracking their progress, you need a proper command center.

That's where AI agent mission control comes in: a self-hosted dashboard that gives you a single place to manage your agent fleet, track tasks in real time, and keep everything running smoothly.

Here are the four best open-source options available today — all deployable in minutes with HowToDeploy.

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What is AI agent mission control?

A mission control dashboard sits between you and your AI agents. Instead of SSHing into servers and tailing logs, you get:

• A visual task board — see what each agent is working on, what's queued, and what's done
• Agent lifecycle management — register, pause, wake, and retire agents from a UI
• Real-time monitoring — live updates as agents pick up and complete tasks
• Governance and approvals — route sensitive actions through explicit review before agents execute them
• Audit logs — a full history of what every agent did and when

Think of it as the Jira for your AI workforce — but designed for autonomous agents, not humans.

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The four best open-source options

1. Mission Control by crshdn

Best for: developers who want a tight OpenClaw Gateway integration with real-time streaming

crshdn/mission-control is a Next.js dashboard built specifically around the OpenClaw Gateway architecture. It connects directly to a running OpenClaw Gateway instance over WebSocket and streams agent activity in real time.

Key features:

• Real-time event streaming — agent activity and task updates appear instantly
• Multi-machine support — run the dashboard and agents on different servers (Tailscale-friendly)
• Security-first — bearer token auth, HMAC webhooks, and path traversal protection
• Zero external database dependencies — runs on SQLite

Deploy Mission Control →

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2. OpenClaw Mission Control by abhi1693

Best for: teams that need governance, approvals, and org-level structure

abhi1693/openclaw-mission-control is the most enterprise-oriented of the four. It adds approval-driven governance on top of standard agent orchestration — sensitive agent actions can be routed through explicit human review before execution.

Key features:

• Approval workflows — gate sensitive actions behind human sign-off
• Full org structure — manage organizations, board groups, boards, tasks, and tags
• Gateway management — connect and operate multiple OpenClaw Gateway integrations
• API-backed automation — every action has a corresponding API endpoint

Deploy OpenClaw Mission Control →

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3. Mission Control by Builderz Labs

Best for: developers who want a feature-rich all-in-one dashboard with GitHub sync

builderz-labs/mission-control is the most feature-dense of the four — 26 panels covering tasks, agents, logs, tokens, memory, cron jobs, alerts, webhooks, and pipelines. Despite all that, it has zero external dependencies (SQLite only) and starts with a single command.

Key features:

• 26 monitoring panels — the most comprehensive observability of any option here
• GitHub sync — open issues from your repo appear on the task board alongside agent tasks, with label and assignee mapping
• Real-time push updates — WebSocket and SSE throughout
• CLI integration — manage agents directly from the terminal
• Zero deps — no PostgreSQL, no Redis, no Docker required

Note: currently alpha software. APIs and schema may change between releases.

Deploy Builderz Mission Control →

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4. ClawDeck

Best for: teams that want a clean kanban interface for async agent collaboration

ClawDeck takes the simplest, most focused approach: a kanban board for your OpenClaw agents. Tasks move across columns as agents pick them up and complete them, with live updates and a full REST API for integrations.

Key features:

• Kanban-style task management — visual, intuitive, async-friendly
• Live column updates — tasks move in real time as agents work
• Full REST API — integrate ClawDeck into your own tooling
• Clean, minimal UI — nothing you don't need

Deploy ClawDeck →

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Comparison

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Which one should you pick?

• Solo developer running a few agents → ClawDeck or crshdn Mission Control
• Small team collaborating on agent tasks → Builderz Mission Control (GitHub sync is a big win)
• Org with compliance or governance requirements → OpenClaw Mission Control
• Want the most observability → Builderz Mission Control (26 panels)
• Tight OpenClaw Gateway integration → crshdn Mission Control

All four deploy to a 1GB / 1 CPU server and are ready in under 5 minutes.

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Ready to take control of your AI agents? Pick a dashboard above and deploy in minutes — no DevOps experience required.