JLab
An MCP server that enables LLMs to execute Python code on GPU-accelerated compute nodes within SLURM-managed HPC environments. It bridges local clients to remote clusters by launching JupyterLab sessions via SLURM jobs to facilitate high-performance
What is JLab?
JLab is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to mcp server that enables llms to execute python code on gpu-accelerated compute nodes within slurm-managed hpc environments. it bridges local clients to remote clusters by launching jupyterlab sessions...
An MCP server that enables LLMs to execute Python code on GPU-accelerated compute nodes within SLURM-managed HPC environments. It bridges local clients to remote clusters by launching JupyterLab sessions via SLURM jobs to facilitate high-performance
This server falls under the Cloud Services category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- An MCP server that enables LLMs to execute Python code on GP
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx jlabConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about JLab
What is JLab?
JLab is a Model Context Protocol (MCP) server that mcp server that enables llms to execute python code on gpu-accelerated compute nodes within slurm-managed hpc environments. it bridges local clients to remote clusters by launching jupyterlab sessions via slurm jobs to facilitate high-performance It connects AI assistants to external tools and data sources through a standardized interface.
How do I install JLab?
Follow the installation instructions on the JLab GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with JLab?
JLab works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is JLab free to use?
Yes, JLab is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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Browse More Cloud Services MCP Servers
Explore all cloud services servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.
Set Up JLab in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
Ready to use JLab?
Browse our complete directory of 33,000+ MCP servers, read setup guides for your editor, and start building with the Model Context Protocol.