ClawGrid: The Ultimate Fleet Management Panel for OpenClaw AI Agents

Research context and background

ClawGrid is a specialized control panel designed to help users manage multiple OpenClaw AI agents from a single interface. While other tools only allow you to control one agent at a time, ClawGrid lets you oversee entire fleets of agents running on different servers. It is built for environments that use various agent types, such as Atlas for research, Forge for task execution, and Echo for voice interactions. The tool simplifies complex server management by providing a unified dashboard that tracks the status, health, and performance of every agent in your network.

Benefits

ClawGrid offers several powerful advantages for managing AI agent fleets. Its unified dashboard allows you to view critical information like memory usage, CPU load, and active tasks for all agents in one place. You no longer need to log into each server individually to check on your agents. The platform includes a live health monitor that updates every thirty seconds, showing you system metrics and uptime history. A unique feature called Self-Improve automatically analyzes your agents and scores them on cost efficiency, security, and performance. It provides specific action items to help you fix any issues. The tool also includes a visual schedule builder for managing automated jobs without needing to write complex code. Security is a top priority, with a built-in risk scanner that checks for vulnerabilities and offers color-coded results with fix instructions. You can also estimate monthly token costs for your scheduled jobs and see exactly how much money you could save by switching to cheaper models.

Use Cases

ClawGrid is ideal for developers and teams running multiple AI agents across different servers. It works well for organizations that need to manage diverse agent roles like research, task automation, and voice processing from a single location. The tool supports both direct connections to public servers and jump host connections for private virtual machines behind a security bastion. It is perfect for teams that need to configure communication channels for Slack, Telegram, Discord, WhatsApp, or email without dealing with complex command-line setups. The memory browser feature helps users search through an agent's database and identify old or oversized files that might slow down performance. Teams can also enable or disable over ninety plugins with a single click and create custom skill definitions. The platform is compatible with various cloud providers including AWS, Azure, Google Cloud, and bare metal servers, making it flexible for different infrastructure needs.

Pricing

ClawGrid is an open-source project released under the MIT license. This means it is free to use, modify, and distribute. There are no subscription fees or hidden costs associated with the software itself. Users can deploy it on their own servers without paying for a managed service. The only costs involved would be the standard expenses of running your own servers and internet connection.

Vibes

As an open-source project hosted on GitHub, ClawGrid has not yet gathered a large volume of public reviews or testimonials. The project page invites contributions from the community and welcomes feedback on features like the channel wizard and session views. The developers have expressed gratitude for support from the OpenClaw community, noting that stars on the repository are appreciated. The project maintains a professional and collaborative tone, encouraging users to report issues and suggest improvements. The clean code structure and detailed documentation suggest a well-maintained tool that values transparency and community input.

Additional Information

ClawGrid is built using modern web technologies including Next.js 15, React 19, and TypeScript. It runs on any server that can support OpenClaw, with Ubuntu 22.04 or later being the recommended operating system. The software requires Python 3.8 or higher for SSH file operations and must be deployed on a server where OpenClaw is already running. The project is maintained by the creator Abdul Aziz Sapra and is available at the GitHub repository https://github.com/abdulazizsapra/clawgrid. The tool supports two connection modes for SSH access, ensuring flexibility for both public and private server environments. All security keys remain on the panel server and never touch the user's browser, ensuring a secure experience. The project is actively seeking contributions from the community to improve features like pagination and analyzer modules.