The CSV Editor is an AI - driven MCP server that provides powerful CSV data processing capabilities for AI assistants, including data cleaning, transformation, analysis, and validation, and supports auto - save and history tracking.

Prompt Decorators is a framework for standardizing large - language - model prompt enhancement and transformation. It provides specification definitions and Python implementations, includes over 140 pre - set decorators, and supports MCP protocol integration.

An MCP server based on Google's Gemini model, providing text-to-image generation and image transformation functions, supporting high-quality image generation, smart file name generation, and local storage.

CodeSeeker is a code search and transformation tool that combines the functions of ugrep and ast-grep, providing intelligent search and replacement capabilities for AI assistants. It supports multiple search modes, safe replacement, and code refactoring.

Minibridge is a backend-to-frontend bridging tool used to simplify and secure the communication between proxies and MCP servers. It securely exposes the MCP server to the Internet and can integrate policy services for authentication, content analysis, and transformation. It supports SBOM generation and verification, OTEL telemetry, and provides TLS encryption, monitoring, and tracking functions.

A multi-provider AI image generation server that supports Google, ZHIPU AI, and Alibaba Cloud Bailian, providing text-to-image generation and image transformation functions, and is compatible with MCP client applications.

An MCP server based on plotnine that enables AI - driven data visualization through natural language, providing rich plotting templates, data transformation, and style customization functions.

The Tree-Hugger-JS MCP server is a code analysis and transformation tool based on JavaScript/TypeScript. It provides powerful code parsing, pattern matching, and refactoring capabilities for AI agents through the tree-hugger-js library, supporting multiple syntaxes such as JS/TS/JSX/TSX.

A modern data stack implementation based on Meltano, DuckDB, and dbt Core, including the full process of data extraction, loading, transformation, and validation, and integrated with the Claude Code MCP intelligent assistance service.