HPC

소개

HPC offers specialized Model Context Protocol (MCP) tools designed to bridge the gap between High-Performance Computing (HPC) environments and large language models (LLMs). This project aims to enhance developer productivity by allowing LLMs to interact with HPC-specific contexts directly from integrated development environments like Cursor, VSCode, and Zed. Developers can leverage LLMs to perform tasks such as debugging program crashes by providing the necessary HPC context, streamlining workflows for complex scientific and engineering applications. The tool also supports integration with local LLM models via Ollama.

주요 기능

• 1 GitHub stars
• Integrates HPC-specific tooling with large language models (LLMs)
• Seamlessly connects with popular IDEs including Cursor, VSCode, and Zed
• Facilitates debugging of HPC program crashes via LLM agents
• Supports local LLM integration using Ollama for enhanced privacy and control
• Utilizes 'uv' for efficient dependency management and project setup

사용 사례

• Debugging crashes in HPC programs using an LLM agent to analyze and provide solutions
• Enhancing developer workflows in IDEs by providing LLMs with HPC environment context
• Running and interacting with local large language models to assist with HPC-related development tasks