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Web-LLM

Provides an MCP server to programmatically interact with Web-LLM models running in a browser environment.

소개

This tool serves as an MCP (Multi-Component Platform) server designed to facilitate interactions with @mlc-ai/web-llm. It achieves this by launching a headless Chromium browser instance using Playwright, loading a dedicated HTML page that hosts the Web-LLM interface, and then exposing its functionalities. This setup allows for seamless, automated operations like text generation, chat, model management, and status checks directly within a browser context, making local LLM inference accessible via an API.

주요 기능

  • Browser-based LLM inference via @mlc-ai/web-llm
  • Tools for text generation, chat, status checks, and screenshots
  • Automated browser interactions using Playwright
  • Dynamic management and switching of various Web-LLM models
  • 1 GitHub stars
  • Self-contained HTML interface for Web-LLM implementation

사용 사례

  • Automating large language model (LLM) text generation tasks programmatically.
  • Integrating interactive chat functionalities powered by local LLMs into applications.
  • Managing and switching between different Web-LLM models via an API for testing or dynamic usage.