🚀 Enhanced PR Comments Resolver - MCP Server v2.1

A comprehensive Model Context Protocol (MCP) server that not only fetches GitHub PR comments but also intelligently applies and fixes them directly in your workspace files. This enhanced version includes smart pattern recognition, similar comment linking, and automated issue resolution capabilities optimized for Cursor IDE.

✨ Enhanced Features

🔍 Comprehensive Comment Processing

• Fetches all types of PR comments (issue, review, and general comments)

• Intelligent comment analysis and categorization

• Priority-based comment filtering (High/Medium/Low priority)

• Actionable vs non-actionable comment detection

• 🧠 Smart pattern recognition across similar comments

• 🔗 Comment linking for consistent fixes across files

🎯 Direct File Modification & Intelligent Fixing

• Apply comments directly to files in your current workspace

• 🤖 Automatic issue resolution based on comment content

• 🌐 "Apply everywhere" support for project-wide changes

• Intelligent workspace detection (Git repos, package.json, pyproject.toml, etc.)

• Safe file operations with optional automatic backups

• Batch processing of multiple comments

• Dry-run mode for testing changes

• 🔧 Smart fixes for: imports, naming, types, formatting, removal, and more

🧠 Enhanced Prompt Generation

• Cursor IDE optimized prompts with enhanced formatting

• Multiple format types: Cursor, JSON, Markdown, Structured

• Context-aware suggestions with file path resolution

• Intelligent action categorization (Bug Fix, Refactor, Style, etc.)

• Enhanced code context with syntax highlighting

📝 Comment Embedding

• Embed PR comments as hidden comments directly in source files

• Track applied suggestions with metadata

• Reference original comment URLs and authors

• Maintain audit trail of changes

🔧 Workspace Intelligence

• Automatic workspace root detection

• Project structure analysis

• Language detection and file type support

• Intelligent file path resolution

Related MCP server: GitHub Code Review Assistant

🛠 Installation

1. Clone or download this repository

2. Install dependencies using uv (recommended):

   cd pr-comments-resolver
   uv sync

   Or using pip:

   pip install -r requirements.txt

3. Set up GitHub token (see GitHub Token Setup section)

🔐 GitHub Token Setup

Why You Need a GitHub Token

• Higher Rate Limits: 5,000 requests/hour vs 60 requests/hour

• Private Repository Access: Access private repos with proper permissions

• Better Error Handling: More detailed API responses

Getting a GitHub Token

1. Go to GitHub Settings > Developer settings > Personal access tokens

2. Click "Generate new token (classic)"

3. Select scopes: public_repo (and repo for private repositories)

4. Copy the token immediately

Setting Up the Token

Method 1: Environment Variable (Recommended)

export GITHUB_TOKEN="your_token_here"

Method 2: MCP Client Configuration

For Cursor (add to your MCP settings):

{
  "mcpServers": {
    "pr-comments-resolver": {
      "command": "python",
      "args": ["/path/to/pr-comments-resolver/main.py"],
      "env": {
        "GITHUB_TOKEN": "your_token_here"
      }
    }
  }
}

🚀 Quick Start

⚡ ONE-CLICK WORKFLOW (RECOMMENDED) ✨ NEW!

# Complete everything in one go - no redundant API calls!
complete_pr_workflow("https://github.com/owner/repo/pull/123", dry_run=True)

# Apply everything after preview
complete_pr_workflow("https://github.com/owner/repo/pull/123", dry_run=False)

This unified tool:

• 📁 Sets up workspace automatically

• 📥 Fetches PR comments (with smart caching)

• 📝 Embeds comments in files

• 🔧 Intelligently fixes all issues

• 🔗 Links similar patterns across files

• 🌐 Applies "everywhere" comments to all PR files

🔧 INDIVIDUAL TOOLS (If you need granular control)

Step 1: Embed PR Comments

# In Cursor IDE, use the MCP tool to embed comments in files
resolve_pr_comments("https://github.com/owner/repo/pull/123", dry_run=True)

Step 2: Intelligent Fix & Check

# Automatically check and fix issues mentioned in comments
check_and_fix_applied_comments("https://github.com/owner/repo/pull/123", dry_run=True)

# Apply the fixes
check_and_fix_applied_comments("https://github.com/owner/repo/pull/123", dry_run=False)

Step 3: Focus on Specific Files

# Check and fix comments for a specific file
check_specific_file_comments("https://github.com/owner/repo/pull/123", "src/components/Button.tsx", dry_run=False)

What You Get

The system will automatically:

• 🎯 Embed comments at the right locations in your code

• 🔗 Detect similar patterns across multiple comments

• 🧠 Apply fixes intelligently based on comment content

• 🌐 Handle "everywhere" comments across all PR files

• 🔄 Link related comments for consistent fixes

Example embedded comment:

/**
 * PR Comment from @reviewer: you can use theme token here
 * Comment ID: 123456
 * Line: ~42
 */
const color = '#ff0000';  // ← This will be automatically fixed!

After running check_and_fix_applied_comments:

const color = theme.colors.primary;  // ← Automatically fixed!

🎮 Usage

Running the MCP Server

python main.py

Available Tools

🔍 Core Functionality

detect_workspace

Automatically detect and analyze your current workspace.

{
  "tool": "detect_workspace",
  "arguments": {}
}

set_workspace_path

Set a custom workspace path for file operations.

{
  "tool": "set_workspace_path",
  "arguments": {
    "workspace_path": "/path/to/your/project"
  }
}

fetch_pr_comments_tool

Fetch all comments from a GitHub PR with enhanced processing.

{
  "tool": "fetch_pr_comments_tool",
  "arguments": {
    "pr_url": "https://github.com/owner/repo/pull/123"
  }
}

complete_pr_workflow 🚀 NEW! (RECOMMENDED)

Complete PR comment resolution workflow in one step with smart caching.

{
  "tool": "complete_pr_workflow",
  "arguments": {
    "pr_url": "https://github.com/owner/repo/pull/123",
    "workspace_path": "/optional/custom/path",
    "dry_run": true
  }
}

What it does:

• 📁 Sets up workspace (auto-detected or custom)

• 📥 Fetches PR comments (with 5min smart caching)

• 📝 Embeds comments in files at correct locations

• 🔧 Intelligently fixes all detected issues

• 🔗 Links similar comments for consistent fixes

• 🌐 Applies "everywhere" comments across all PR files

resolve_pr_comments ✨ NEW!

Embed PR comments directly in your source files at specific locations.

{
  "tool": "resolve_pr_comments",
  "arguments": {
    "pr_url": "https://github.com/owner/repo/pull/123",
    "dry_run": true
  }
}

check_and_fix_applied_comments ✨ NEW!

Intelligently check and fix issues mentioned in PR comments after they're applied.

{
  "tool": "check_and_fix_applied_comments",
  "arguments": {
    "pr_url": "https://github.com/owner/repo/pull/123",
    "dry_run": true
  }
}

Features:

• 🔗 Links similar comments across files

• 🌐 Applies "everywhere" comments to all PR files

• 🧠 Intelligent pattern recognition and fixing

• 🎯 Handles imports, naming, types, formatting, and more

check_specific_file_comments ✨ NEW!

Check and fix comments for a specific file.

{
  "tool": "check_specific_file_comments",
  "arguments": {
    "pr_url": "https://github.com/owner/repo/pull/123",
    "file_path": "src/components/Button.tsx",
    "dry_run": true
  }
}

🛠️ Utility Tools

clear_pr_cache ✨ NEW!

Clear cached PR comments data to force fresh API calls.

{
  "tool": "clear_pr_cache",
  "arguments": {
    "pr_url": "https://github.com/owner/repo/pull/123"
  }
}

Cache Features:

• 📋 Smart caching with 5-minute TTL

• 🗑️ Clear specific PR cache or all cached data

• ⚡ Eliminates redundant API calls within the same session

• 🔄 Automatic cache invalidation

🎯 Enhanced Prompt Generation

generate_cursor_prompt

Generate optimized prompts for Cursor IDE with intelligent formatting.

{
  "tool": "generate_cursor_prompt",
  "arguments": {
    "pr_url": "https://github.com/owner/repo/pull/123",
    "format_type": "cursor"
  }
}

Format Types:

• "cursor" - Optimized for Cursor IDE with enhanced formatting

• "json" - Structured JSON format for automated processing

• "markdown" - Clean markdown format for documentation

• "structured" - Advanced structured format with metadata

🔧 Direct File Modification

apply_pr_comments

Apply all actionable PR comments directly to your workspace files.

{
  "tool": "apply_pr_comments",
  "arguments": {
    "pr_url": "https://github.com/owner/repo/pull/123",
    "dry_run": true
  }
}

apply_single_comment

Apply a specific comment to a file.

{
  "tool": "apply_single_comment",
  "arguments": {
    "pr_url": "https://github.com/owner/repo/pull/123",
    "comment_id": "987654321",
    "dry_run": false
  }
}

📝 Comment Integration

embed_comments_in_files

Embed PR comments as hidden comments directly in source files.

{
  "tool": "embed_comments_in_files",
  "arguments": {
    "pr_url": "https://github.com/owner/repo/pull/123"
  }
}

get_file_context

Get enhanced context around specific lines in files.

{
  "tool": "get_file_context",
  "arguments": {
    "file_path": "src/main.py",
    "line_number": 42,
    "context_lines": 10
  }
}

🎯 Intelligent Comment Processing

Comment Categorization

The server automatically categorizes comments by:

• Priority Levels: 🔴 HIGH, 🟡 MEDIUM, 🟢 LOW, ⚪ REVIEW

• Action Types: 🐛 BUG_FIX, 🔧 REFACTOR, ➕ ADD_FEATURE, ➖ REMOVE, 🎨 STYLE, ⚡ OPTIMIZE, 💭 DISCUSS

Supported Actions

• Variable/function renaming

• Import statement additions

• Typo corrections

• Docstring additions

• Type hint improvements

• Code removal/cleanup

• Style formatting

📊 Example Workflows

1. Quick PR Review Analysis

# 1. Detect workspace
detect_workspace()

# 2. Generate Cursor-optimized prompt
generate_cursor_prompt("https://github.com/owner/repo/pull/123", "cursor")

# 3. Review the generated prompt in Cursor

2. Apply Comments to Workspace

# 1. Test changes with dry run
apply_pr_comments("https://github.com/owner/repo/pull/123", dry_run=true)

# 2. Apply actual changes
apply_pr_comments("https://github.com/owner/repo/pull/123", dry_run=false)

# 3. Embed comments for reference
embed_comments_in_files("https://github.com/owner/repo/pull/123")

3. Selective Comment Application

# 1. Fetch all comments
fetch_pr_comments_tool("https://github.com/owner/repo/pull/123")

# 2. Apply specific high-priority comment
apply_single_comment("https://github.com/owner/repo/pull/123", "comment_id", false)

🔒 Safety Features

File Safety

• Automatic Backups: Creates timestamped backups before modifications

• Dry Run Mode: Test changes without modifying files

• Error Recovery: Graceful handling of file operation errors

• Encoding Detection: Handles multiple file encodings safely

Change Validation

• Syntax Preservation: Maintains code syntax and structure

• Incremental Changes: Makes focused, atomic modifications

• Change Tracking: Adds metadata comments for audit trails

• Rollback Support: Easy restoration from backups

🎨 Enhanced Cursor Integration

The generated prompts are specifically optimized for Cursor IDE with:

• Visual Hierarchy: Enhanced formatting with emojis and structure

• Code Context: Syntax-highlighted code blocks with line numbers

• Action Guidance: Step-by-step implementation instructions

• Priority Indicators: Clear visual priority and action type indicators

• File Navigation: Direct file paths and line number references

📈 Response Format

All tools return comprehensive JSON responses with:

{
  "success": true,
  "workspace_path": "/path/to/workspace",
  "pr_info": {
    "owner": "username",
    "repo": "repository",
    "pr_number": 123,
    "url": "https://github.com/username/repository/pull/123"
  },
  "results": {
    "total_comments": 15,
    "actionable_comments": 8,
    "successful": 6,
    "failed": 0,
    "skipped": 2
  },
  "details": [...]
}

🛠 Development

Project Structure

pr-comments-resolver/
├── main.py                    # Enhanced MCP server with all tools
├── modules/
│   ├── __init__.py           # Module initialization
│   ├── prompt_generator.py   # Enhanced prompt generation
│   └── file_manager.py       # Workspace and file operations
├── pyproject.toml            # Dependencies and project config
├── README.md                 # This file
└── uv.lock                   # Dependency lock file

Dependencies

• httpx - Async HTTP client for GitHub API

• mcp[cli] - Model Context Protocol framework

• aiofiles - Async file operations

• pathlib2 - Enhanced path handling (Python < 3.11)

Development Setup

# Install development dependencies
uv sync --dev

# Run linting
black .
flake8 .
mypy .

# Run tests
pytest

🔄 Migration from v1.0

If you're upgrading from the basic version:

1. Backup your current setup

2. Update dependencies: uv sync

3. New tools available: All file modification and prompt generation tools

4. Enhanced responses: More detailed JSON responses with workspace context

5. Workspace detection: Automatic detection replaces manual path setting

🤝 Contributing

1. Fork the repository

2. Create a feature branch

3. Make your changes with tests

4. Ensure code quality (black, flake8, mypy)

5. Submit a pull request

📄 License

This project is open source. Please check the license file for details.

🆘 Troubleshooting

Common Issues

Workspace not detected

# Manually set workspace path
set_workspace_path("/path/to/your/project")

File not found errors

• Ensure you're running from the correct directory

• Check file paths are relative to workspace root

• Verify files exist in the detected workspace

Permission errors

• Ensure write permissions in workspace directory

• Check GitHub token has appropriate repository permissions

Rate limiting

• Set up GitHub token for higher limits

• Implement delays between batch operations

Debug Mode

Enable detailed logging by setting environment variable:

export LOG_LEVEL=DEBUG
python main.py

🚀 What's New in v2.0

• ✅ Direct file modification with intelligent change application

• ✅ Enhanced Cursor prompts with visual formatting and context

• ✅ Workspace intelligence with automatic detection

• ✅ Comment embedding in source files for reference

• ✅ Batch processing with progress tracking

• ✅ Safety features including backups and dry-run mode

• ✅ Modular architecture for easier maintenance

• ✅ Comprehensive error handling and validation

• ✅ Multiple prompt formats for different use cases

• ✅ Enhanced metadata and tracking capabilities

Transform your PR review workflow with intelligent automation! 🎉