Project

About

Addressing the challenge of AI agents needing to efficiently access diverse project documentation, Project provides an intent-based server that automatically maps natural language queries to relevant data sources. Without any configuration, it understands user intent (e.g., 'project', 'docs', 'todos') and intelligently searches operational truths in `.project/`, reference documentation in `docs/`, and key root markdown files. This tool serves as a standard for AI agent documentation search, offering a comprehensive suite of 37 specialized tools for project management, task tracking, and knowledge organization, ensuring AI agents can quickly find the precise information they need.

Key Features

• Zero-Configuration Indexing: Automatically finds and indexes `.project/`, `docs/`, and root markdown files without manual setup.
• Comprehensive Toolset: Offers 37 tools for searching, project management, backlog, task management, archiving, and decision tracking.
• Intent-based Documentation Search: Automatically maps natural language queries (e.g., "project", "todos") to specific documentation sources.
• 1 GitHub stars
• Recommended Project Structure: Guides organization with `.project/` for operational truth and `docs/` for reference truth.
• Structured Task Management: Implements a workflow for tasks from planning (ROADMAP) to backlog, active work (YAML files), and archiving.

Use Cases

• Streamlining task management and project workflow for development teams using an AI-assisted approach.
• Empowering AI agents to intelligently search and retrieve project-specific information.
• Standardizing the organization and accessibility of project documentation for automated agents and human users.