Hoofy

关于

Hoofy is an MCP server designed to be an AI development companion, integrating three core systems: persistent memory, an adaptive change pipeline, and a comprehensive project pipeline. It provides AI agents with the ability to maintain context across sessions using an embedded SQLite database, manage ongoing development through tailored workflows based on change type and size, and guide greenfield projects from vague ideas to validated architecture with a "Clarity Gate." This single Go binary offers 32 specialized tools, ensuring AI builds precisely what is intended by enforcing structured specifications and adaptive change management, all with zero external dependencies.

主要功能

• Business Rules extraction from requirements using BRG taxonomy and DDD Ubiquitous Language
• Pre-pipeline Exploration to capture unstructured thinking and suggest appropriate pipelines
• 4 GitHub stars
• Knowledge Graph for interconnected project knowledge and context building
• Wave Assignments for parallel task execution derived from dependency graphs
• Mandatory Context Check stage to detect conflicts and ambiguities before development

使用案例

• Guiding AI through greenfield software project development from ideation to validated architecture.
• Managing adaptive workflows for ongoing changes, bug fixes, and feature additions in existing projects.
• Providing persistent, searchable memory and contextual knowledge for AI development sessions.