The Codex MCP Tool is an open-source MCP server that connects the IDE or AI assistant to the Codex CLI, supporting non-interactive automation, secure sandbox editing, and large-scale code analysis. It provides progress streaming updates and a structured change mode.

UltimateCoder MCP is a locally prioritized automation server designed for developers and engineers, offering terminal command automation, file editing, and AI tool enhancement functions. It supports localized operations to ensure data security, and has advanced file processing, process control, and code search capabilities, suitable for large-scale code refactoring and automated workflows.

YDB is an open-source distributed SQL database that combines high availability, scalability, strict consistency, and ACID transaction support. It supports multi-tenant and serverless architectures, is suitable for large-scale OLTP workloads, and can automatically handle hardware failure recovery.

A knowledge graph builder that uses a local AI model to convert text or web page content into structured knowledge graphs, supporting large-scale content processing, real-time visualization, and integration with Neo4j and Qdrant databases.

This project is an MCP server that provides a programmatic interface for the GWAS Catalog REST API, supporting access to GWAS study, variant, trait, and association data and automatically processing large-scale result sets.