Crabwalk

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Crabwalk is an AI Agents & Automation tool that provides a real-time companion monitor for OpenClaw agents. It visualizes AI agent activity across multiple messaging platforms in a live node graph, showing thinking states, tool calls, and response chains.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is crabwalk?

Crabwalk offers a real-time companion monitor specifically designed for OpenClaw (Clawdbot) AI agents. It allows users to observe their AI agents operating across various messaging platforms such as WhatsApp, Telegram, Discord, and Slack. The tool presents a live node graph visualization of agent sessions and action chains, enabling users to see thinking states, tool calls, and response sequences as they occur. Key features include multi-platform monitoring, real-time streaming via WebSocket, action tracing to inspect tool arguments and payloads, and session filtering by platform or recipient. It integrates seamlessly with OpenClaw, automatically detecting gateway tokens for local setups.

Best used for

Ideal for developers and data scientists who need to monitor AI agent behavior, visualize complex agent interactions, and debug their decision-making processes. Especially valuable for understanding how OpenClaw agents utilize tools and respond across various messaging platforms in real-time.

Common actions

monitor AI agents

visualize agent activity

debug AI workflows

trace agent actions

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Capabilities

Key features

Real-time activity graph
Multi-platform monitoring
Live action tracing
Session filtering
WebSocket streaming

Target Audience

developerdata scientist

Integrations

whatsapptelegramdiscordslack

Pricing & Plans

Open Source

Free

FAQs

What is OpenClaw and is it required to use Crabwalk?

Crabwalk is designed as a real-time companion monitor specifically for OpenClaw agents. Therefore, an OpenClaw gateway must be running, ideally on the same machine, for Crabwalk to function and monitor your AI agents effectively.

Can Crabwalk monitor agents across different messaging platforms simultaneously?

Yes, Crabwalk is built for multi-platform monitoring. It can simultaneously track and visualize the activity of your OpenClaw agents across various messaging platforms, including WhatsApp, Telegram, Discord, and Slack.

How does Crabwalk handle authentication with the OpenClaw gateway?

Crabwalk's CLI automatically detects your gateway token from the ~/.openclaw/openclaw.json file for local setups, simplifying configuration. You can also explicitly provide a token via command-line options or environment variables if needed.

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