# LLM optimization

Crawl4AI MCP Server is an intelligent information acquisition server based on the MCP protocol, which provides multi - engine search and optimized web content extraction functions for AI systems, and converts web pages into a format suitable for LLM processing.

The Unsloth MCP Server is a service for efficient fine - tuning of large language models. Based on the Unsloth library, it achieves 2x acceleration and 80% memory savings, and supports multiple models and quantization techniques.

The GitHub Kanban MCP Server is an MCP server that converts GitHub issues into a kanban - style management system, specifically designed for LLM task management optimization.

Baidu Search MCP Server is a model context protocol service that provides Baidu search capabilities, including web content crawling and parsing functions, and is optimized for large language models' output.

BetterMCPFileServer is a redesigned file system access protocol server that protects privacy through path aliases and provides an optimized LLM - friendly API. It simplifies the file operation interface from 11 functions to 6, while enhancing search capabilities and privacy protection.