Scalene MCP
A FastMCP server that provides LLMs with structured access to Scalene's CPU, GPU, and memory profiling for Python applications. It enables automated performance analysis, bottleneck identification, and optimization suggestions through natural languag
What is Scalene MCP?
Scalene MCP is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to fastmcp server that provides llms with structured access to scalene's cpu, gpu, and memory profiling for python applications. it enables automated performance analysis, bottleneck identification, and ...
A FastMCP server that provides LLMs with structured access to Scalene's CPU, GPU, and memory profiling for Python applications. It enables automated performance analysis, bottleneck identification, and optimization suggestions through natural languag
This server falls under the Developer Tools category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- A FastMCP server that provides LLMs with structured access t
Use Cases
Maintainer
Works with
Installation
Manual Installation
npx scalene-mcpConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about Scalene MCP
What is Scalene MCP?
Scalene MCP is a Model Context Protocol (MCP) server that fastmcp server that provides llms with structured access to scalene's cpu, gpu, and memory profiling for python applications. it enables automated performance analysis, bottleneck identification, and optimization suggestions through natural languag It connects AI assistants to external tools and data sources through a standardized interface.
How do I install Scalene MCP?
Follow the installation instructions on the Scalene MCP GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.
Which AI clients work with Scalene MCP?
Scalene MCP works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is Scalene MCP free to use?
Yes, Scalene MCP is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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Set Up Scalene MCP 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
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