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Claw Lens
Analyze, debug & audit your OpenClaw agents — fully local
Local observability, devtools & analytics for OpenClaw agents. Track cost across agents and models, monitor live agent activity, debug with session timeline, profiler, and context breakdown, audit agent behavior for security risks. All data stays local — zero outbound calls, no telemetry, no cloud version. Nothing leaves your machine. npx claw-lens-cli Available in English and Chinese. Open source, MIT.
Hi Product Hunt! I'm Sara, the maker of claw-lens.
I've been running OpenClaw agents for months and kept hitting the same two frustrations.
First, I had no idea where my money went. I'd look at my API bill and see a number with no way to break it down. Which agent? Which model? Was it a cron job running every 5 minutes, or one session that went off the rails? I couldn't tell.
Second, I had no idea what my agents were actually doing. A task that takes 5 minutes is 5 minutes of darkness. If I ask "how's it going?", the answer varies — sometimes it's stuck, sometimes it's done, sometimes it's still working. And even when it says it's still working, it can't tell me what step it's on. I needed to see the execution stream, not ask for a status label.
I looked at existing tools — most are cloud-based dashboards that want your agent data uploaded. For me that's a non-starter. My agents read local files, touch credentials, and execute shell commands. That telemetry doesn't belong on someone else's server.
So I built claw-lens. It reads the JSONL files OpenClaw already writes to disk, parses them into SQLite, and serves everything locally. Zero config, zero outbound calls, zero accounts.
Every page answers a question I actually had:
Where did my money go? → Overview for the big picture; Tokens for the breakdown — by agent, model, and time (hour / day / week) across 7- or 30-day windows
What is my agent doing right now? → Live Monitor — real-time view of every tool call as it happens
Why did this session burn 800K tokens? → Click into the session for per-step cost, tokens, and raw user / assistant messages; Timeline lays every turn, tool call, and step on a Gantt chart
How are all my agents doing? → Agents page — per-agent status, error rate, cost, and activity at a glance
Did my agent access something it shouldn't? → Audit — risk-scored tool call timeline
One command:
npx claw-lens-cli
Open source, MIT. Feedback and issues welcome: github.com/msfirebird/claw-lens
About Claw Lens on Product Hunt
“Analyze, debug & audit your OpenClaw agents — fully local”
Claw Lens was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #133 on the daily leaderboard. Local observability, devtools & analytics for OpenClaw agents. Track cost across agents and models, monitor live agent activity, debug with session timeline, profiler, and context breakdown, audit agent behavior for security risks. All data stays local — zero outbound calls, no telemetry, no cloud version. Nothing leaves your machine. npx claw-lens-cli Available in English and Chinese. Open source, MIT.
On the analytics side, Claw Lens competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how Claw Lens performed against the three products that launched closest to it on the same day.
Who hunted Claw Lens?
Claw Lens was hunted by 如意. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Claw Lens including community comment highlights and product details, visit the product overview.
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