Best OpenClaw Monitoring & Dashboard Tools in 2026

If you only install one tool from this list, make it Studio. It's maintained by @georgepickett, has the most community adoption, and covers the things most people actually need: a live list of all your agents, a chat panel with thinking logs, approval gates so your agent asks before doing something irreversible, and cron scheduling. WebSocket-powered, so the UI updates in real time without you refreshing.

The tradeoff is weight. Studio is a full web app — it runs alongside your OpenClaw stack rather than wrapping it. That's fine for most setups, but if you're running on a low-resource machine or just want a lightweight companion, look at Crabwalk instead.

Cost tracking in Studio is partial — you can see connection statuses and credits if your provider exposes them, but it's not a dedicated cost ledger. For that, see section 3.

Crabwalk describes itself as a "real-time companion monitor" — which is a good way to think about it. It sits next to your running OpenClaw instance and surfaces what's happening without trying to be a full dashboard. Lower memory footprint than Studio, faster to start, easier to run on a VPS or alongside a constrained setup.

It doesn't have approval gates or cron scheduling. If those matter to you, Studio is the right call. But if you just want a second set of eyes on your agent's activity without committing to a full web app, Crabwalk is the cleaner option.

This is the section most people actually need. Both tools below do dedicated cost tracking; they have different philosophies about where that data should live.

openclaw-dashboard by tugcantopaloglu

The most complete cost-focused dashboard in the community. Includes token usage charts, a live feed of agent activity, memory browser, and a Connections table showing per-API credit balances (example: Recraft showing 9,500 remaining credits, status, category). On top of that: full auth with TOTP MFA, so you can expose it on a network without handing out raw access to your gateway.

Setup is slightly heavier — Docker or Node, not a one-liner — but the documentation is solid. Worth the extra five minutes if cost visibility is your primary concern.

clawcache-free — local-first, privacy-focused

Fewer stars, but worth mentioning because the philosophy is different: 100% local, no external calls, every cost record stays on your machine. Also doubles as a response cache — if your agent makes the same LLM call twice, the second one hits the local cache instead of the API. For anyone running high-volume or privacy-sensitive workloads, the combination of cost tracking and caching in one tool is genuinely useful.

If you're running multiple agents that need to coordinate — one agent spawning tasks for another, kanban-style task boards, agent-to-agent messaging — the Mission Control family of projects is the right layer. These are heavier than Studio and assume you're past the single-agent stage.

abhi1693/openclaw-mission-control (⭐ 1,179)

The highest-starred project in the monitoring space overall. Handles multi-agent task assignment, coordination via OpenClaw Gateway, and a unified view of what each agent is doing. More of an orchestration layer than a monitoring layer — if you want to manage agents rather than just watch them, this is the right tool.

abhi1693/openclaw-mission-control

manish-raana/openclaw-mission-control (⭐ 228)

Similar concept but built on Convex + React, which gives it true real-time sync without polling. Cleaner codebase for teams that want to fork and customise. Live logs, task state, agent activity — all synchronized instantly.

manish-raana/openclaw-mission-control

clawmetry — observability focus (⭐ 101)

Positions itself as "see your agent think" — traces, spans, what the agent decided and why. More observability tool than dashboard. If you're debugging agent reasoning rather than managing tasks, this is worth looking at.

vivekchand/clawmetry

What to actually watch once you're set up

Having a dashboard running doesn't automatically mean you'll catch problems. Here's what's worth paying attention to, roughly in order of importance:

1. Cost per session, not just total cost. A runaway loop looks normal on a weekly total but obvious when you see 200 API calls in 3 minutes. Look for per-session or per-run breakdowns.
2. Heartbeat gaps. If your agent goes silent for longer than its configured heartbeat interval, something is wrong. Studio and most Mission Control variants surface this; set it to something reasonable (30 minutes is the default in Studio).
3. Approval gates for irreversible actions. File writes, external API calls, shell commands. Studio's Approvals tab gives you a pause point before these happen.
4. Token velocity, not just token count. 10,000 tokens over an hour is fine. 10,000 tokens in two minutes means something looped.

If something breaks after you add a dashboard

Adding a monitoring layer sometimes surfaces config issues that were already there — gateway token mismatches, port conflicts, permission errors. If you hit errors after setup: