What is Openhands Mcp Implementation

OpenHands_MCP_implementation is an AI-driven system that automates the resolution of GitHub issues using Claude’s advanced AI capabilities within the Claude Desktop application. It serves as a Model Context Protocol (MCP) implementation, interpreting issues, generating solutions, and managing the resolution process end-to-end.

Use cases

Use cases include automating the resolution of common coding issues, managing multiple GitHub issues simultaneously, providing quick feedback on code changes, and improving collaboration within development teams.

How to use

To use OpenHands_MCP_implementation, users can initiate the resolution process through natural language requests, GitHub events, or manual commands. The system integrates with GitHub to retrieve issues, generates code solutions, and creates pull requests automatically.

Key features

Key features include natural language trigger detection, automatic issue analysis, AI-powered code generation, pull request creation, code validation, batch processing for multiple issues, and a feedback system for resolution outcomes.

Where to use

OpenHands_MCP_implementation can be used in software development environments, particularly for teams managing GitHub repositories who seek to streamline issue resolution processes and enhance productivity.

OpenHands Resolver MCP

Overview

The OpenHands Resolver is an AI-driven system designed to automate GitHub issue resolution by leveraging Claude’s advanced AI capabilities within the Claude Desktop application. As a Model Context Protocol (MCP) implementation, it utilizes Claude’s language understanding and code generation abilities to interpret issues, generate solutions, and manage the resolution process end-to-end.

Architecture

The OpenHands Resolver comprises eight key modules that collaborate to detect, process, and resolve GitHub issues:

• Trigger Detection Module: Identifies when to start the resolution process based on natural language requests, GitHub events, or manual commands.
• GitHub API Integration Module: Manages all GitHub interactions for issue retrieval and pull request creation.
• OpenHands Task Setup Module: Prepares tasks for AI agents using issue context and custom instructions.
• Code Generation and Validation Module: Generates and validates code fixes using Claude’s AI capabilities.
• Commit and PR Creation Module: Commits changes and creates pull requests on GitHub.
• Feedback and Visualization Module: Provides resolution feedback and visualizes outcomes.
• Batch Processing Module: Enables simultaneous resolution of multiple issues.
• Configuration Module: Manages settings for AI models, tokens, and custom instructions.

Features

• Natural Language Trigger Detection: Understand user requests to resolve GitHub issues
• Automatic Issue Analysis: Analyzes GitHub issues to understand the problem context
• AI-Powered Code Generation: Uses Claude to generate code solutions for issues
• Pull Request Creation: Automatically creates branches and pull requests with fixes
• Code Validation: Validates generated code for syntax and basic functionality
• Batch Processing: Resolves multiple issues concurrently with prioritization
• Feedback System: Posts comments on GitHub issues with resolution status
• Visualization: Generates visual summaries of the resolution process
• Customizable: Configure resolution behavior with custom instructions files

Setup and Usage

Prerequisites

• Node.js (v16 or higher)
• GitHub Personal Access Token with appropriate permissions
• Claude Desktop Application
• Model Context Protocol SDK

Installation

1. Clone the repository:

   git clone https://github.com/nimishchaudhari/OpenHands_MCP_implementation.git
   cd OpenHands_MCP_implementation
   

2. Install dependencies:

   npm install
   

3. Create a .env file with the required configuration (use .env.example as a template):

   cp .env.example .env
   # Edit .env with your specific values
   

Configuration

OpenHands Resolver can be customized using environment variables, a configuration file, or repository-specific instructions:

1. Environment Variables (via .env file) for basic settings:

   GITHUB_TOKEN=your_github_token_here
   LOG_LEVEL=info
   AI_MODEL=claude-3-opus-20240229
   

2. Configuration File (JSON) for more detailed settings:

   {
     "github": {
       "timeout": 10000,
       "maxRetries": 3,
       "maxConcurrent": 5
     },
     "ai": {
       "model": "claude-3-opus-20240229",
       "temperature": 0.2,
       "maxTokens": 4000
     },
     "pullRequest": {
       "defaultAsDraft": true,
       "titlePrefix": "OpenHands: ",
       "addLabels": [
         "ai-assisted"
       ]
     }
   }
   

3. Repository-Specific Instructions via .openhands_instructions file in target repositories.

Usage

As a Model Context Protocol integrated into Claude Desktop, the OpenHands Resolver is activated through natural language requests:

• “Resolve GitHub issue https://github.com/username/repo/issues/123”
• “Fix the bug described in https://github.com/username/repo/issues/456”
• “Resolve all issues labeled ‘fix-me’ in https://github.com/username/repo”

The system will:

1. Detect the GitHub issue(s)
2. Analyze the issue and repository context
3. Generate code changes to resolve the issue
4. Create a pull request with the solution
5. Provide feedback on the resolution process

Programmatic Usage

import * as openhandsResolver from './src/index.js';

// Initialize
await openhandsResolver.initialize();

// Resolve a single issue
const result = await openhandsResolver.resolveIssue({
  issueUrl: 'https://github.com/username/repo/issues/123',
  owner: 'username',
  repo: 'repo',
  issueNumber: 123,
  isBatch: false
});

// Process multiple issues
const batchResult = await openhandsResolver.resolveBatch([
  { issueUrl: 'https://github.com/username/repo/issues/123' },
  { issueUrl: 'https://github.com/username/repo/issues/124' }
]);

Development

Project Structure

OpenHands_MCP_implementation/
├── src/
│   ├── modules/
│   │   ├── batch_processing/       # Batch issue processing
│   │   ├── code_generation/        # AI code generation
│   │   ├── commit_pr/              # GitHub PR creation
│   │   ├── configuration/          # Settings management
│   │   ├── feedback/               # Resolution feedback
│   │   ├── github_api/             # GitHub API integration
│   │   ├── task_setup/             # AI task configuration
│   │   └── trigger_detection/      # Trigger identification
│   ├── utils/                      # Shared utilities
│   └── index.js                    # Main entry point
├── tests/
│   ├── integration/                # End-to-end tests
│   └── unit/                       # Unit tests
├── .env.example                    # Example environment variables
├── package.json                    # Project dependencies
└── README.md                       # This file

Running Tests

# Run all tests
npm test

# Run unit tests
npm run test:unit

# Run integration tests
npm run test:integration

Linting and Formatting

# Run linting
npm run lint

# Format code
npm run format

Integration with Claude Desktop

The OpenHands Resolver integrates with Claude Desktop through the Model Context Protocol (MCP). This allows:

1. Natural language interaction for issue resolution
2. AI-powered code generation and validation
3. Visualization of resolution results
4. Batch processing of multiple issues

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

1. Fork the repository
2. Create your feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'Add some amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

License

MIT