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ProjectDocHelper: AI-Powered Automation & Seamless Integration - MCP Implementation

ProjectDocHelper: AI-Powered Automation & Seamless Integration

ProjectDocHelper automates project documentation via MCP, seamlessly integrating with AI tools like Cursor to boost response accuracy and relevance." )

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Ranked in the top 7% of all AI tools in its category

About ProjectDocHelper

What is ProjectDocHelper: AI-Powered Automation & Seamless Integration?

ProjectDocHelper is an advanced MCP (Model Context Protocol) server designed to automate the creation of comprehensive project documentation. By integrating with AI development tools like Cursor, it ensures developers gain context-aware, accurate support during coding workflows. The system intelligently generates structured documents tailored to project types—such as frontend, backend, or full-stack—and maintains real-time synchronization with AI tools through the MCP framework. This enables faster problem-solving by providing contextual data directly to AI models during code analysis.

How to Use ProjectDocHelper

Getting started involves three straightforward steps:

  1. Install via terminal: pip install projectdochelper
  2. Generate documentation with mode selection:
    • Simple mode: docgen --basic for core files
    • Advanced mode: docgen --full for detailed specs
  3. Launch MCP service: mcp-server start to enable AI integration

Developers can choose between modes based on project complexity—ideal for both rapid prototyping and enterprise-level projects.

ProjectDocHelper Features

Key Features & Capabilities

Intelligent Document Generation

Automatically creates 15+ standardized documents including API specs, deployment guides, and security policies. Uses machine learning to adapt templates to project specifics.

Context-Aware Integration

Through MCP, shares real-time documentation updates with AI tools. For example, when a developer asks Cursor about a function, it instantly references the latest generated API docs.

Version Control Sync

Automates documentation updates whenever code is committed to Git. Maintains version history alongside code changes for audit trails.

Real-World Use Cases

Here's how teams use ProjectDocHelper:

  • Agile Teams: Generate sprint-specific docs and sync with Jira via MCP to track progress
  • Security Audits: Automatically produce compliance reports for GDPR, HIPAA, and SOC2 standards
  • Legacy System Modernization: Reverse-engineer documentation for undocumented codebases

ProjectDocHelper FAQ

FAQ: Getting the Most from ProjectDocHelper

How does MCP integration work?

The server acts as a context provider for AI tools. When you type Cursor explain this function, it fetches the latest docs from our server to provide accurate explanations.

Can I customize templates?

Yes! Use our GitHub repo to modify YAML templates for your organization's standards

What if my project uses multiple frameworks?

ProjectDocHelper auto-detects tech stacks through package managers. For hybrid setups, manually specify frameworks in .projectdocrc config file

Content

ProjectDocHelper

ProjectDocHelper Logo

License Python Status Version

English | 简体中文

📝 Introduction

ProjectDocHelper is an MCP (Model Context Protocol) server designed to automatically generate project documentation and make it accessible to AI development tools like Cursor through MCP, thereby improving the accuracy and relevance of AI responses.

✨ Key Features

  • 🚀 Smart Documentation Generation : Automatically generates document sets based on project type
  • 🔄 Multiple Generation Modes : Supports both simple and detailed modes for different needs
  • 📊 Progress Visualization : Displays progress bar during document generation
  • 🔌 MCP Service Support : Cursor can access generated documents after service startup
  • 📋 Q &A Integration: Supports incorporating user-AI interactions into documentation

🛠️ Tech Stack

  • Python 3.12+
  • argparse: Command-line argument parsing
  • Jinja2: Template engine
  • MCP Protocol: Integration with AI tools like Cursor

🚀 Quick Start

Installation

pip install projectdochelper

Basic Usage

# Generate project documentation (simple mode)
projectdochelper generate --mode simple

# Generate project documentation (detailed mode)
projectdochelper generate --mode detailed

# Start MCP server
projectdochelper serve --port 8080

📚 Document Generation

ProjectDocHelper generates different document sets based on project type:

Project Type Generated Documents
Frontend ProjectRequirements.md, FrontendGuidelines.md, TechStack.md
Backend ProjectRequirements.md, BackendStructure.md, TechStack.md
Full Stack ProjectRequirements.md, FrontendGuidelines.md, BackendStructure.md, TechStack.md

🔗 Cursor Integration

  1. Start ProjectDocHelper service
  2. Configure MCP service address in Cursor
  3. Start enjoying enhanced AI-assisted development

📋 Q&A Integration Feature

ProjectDocHelper intelligently integrates user-AI interactions into relevant documentation:

  • Automatically identifies relevant Q&A content
  • Adds valuable information to corresponding documents
  • Maintains structured and readable documentation

🤝 Contributing

Contributions are welcome! Please check out our Contributing Guide for details.

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

💡 Note: ProjectDocHelper is under active development. Feedback and suggestions are welcome!

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