wcgw is an MCP server project that integrates Shell and code editing tools, allowing AI to execute commands, read and write files, edit code, etc. on the local machine. It provides multiple modes (such as Architect Mode, Code Writing Mode, etc.), supports task checkpoint saving, terminal interaction, syntax checking, etc., and is suitable for scenarios such as code development and problem troubleshooting.

An OAuth2 authorization server project based on Spring Boot 3 and Java 24, supporting GraalVM native images, CRaC checkpoint restoration, local AI model testing, and Docker deployment.

An intelligent and lightweight checkpoint MCP server that provides automatic project status backup, fast multi - file restoration, and full undo support for Claude Code CLI.

An MCP server that exposes the PyTorch Lightning framework to tools, agents, and orchestration systems through structured APIs, supporting functions such as training, inspection, validation, testing, prediction, and model checkpoint management.

Sequential Thinking Ultra is an advanced sequential thinking server based on the MCP protocol, integrating the Ultra Think methodology and providing structured problem - solving capabilities. Core functions include step - by - step processing, quality validation, bias detection, and resource management, supporting automatic query rewriting and meta - reasoning checkpoints. It is suitable for step - by - step analysis of complex problems and optimized decision - making.

An MCP server that transforms Claude into a structured interviewer. Through a shared evolution system, each conversation makes the system smarter. The system automatically optimizes interview checkpoints and paths based on Bayesian scoring and community usage patterns, achieving collective knowledge evolution.