Perplexity MCP Server
A Model Context Protocol (MCP) server that provides intelligent code analysis and debugging capabilities using Perplexity AI's API. Works seamlessly with the Claude desktop client.
Features
- Intelligent Error Analysis: Detailed breakdown of coding errors with root cause analysis
- Pattern Detection: Automatically recognizes common error patterns and provides targeted solutions
- Comprehensive Solutions: Step-by-step fixes with multiple implementation alternatives
- Best Practices: Includes coding standards and error prevention tips
- Python Support: Specialized handling of Python type errors and common coding issues
Example Usage
Ask questions like:
- "Fix this TypeError in my Python code"
- "What's causing this error message?"
- "How do I fix this code?"
Include your code snippet for targeted analysis:
The server will provide:
- Root cause analysis of the error
- Step-by-step solution with code examples
- Best practices to prevent similar issues
- Alternative implementation approaches
Installation
Prerequisites
- Node.js 18 or higher
- A Perplexity AI API key
Option 1: Install from npm (Recommended)
Option 2: Install from Source
- Clone the repository:
- Install dependencies:
- Build and install globally:
Configure Claude Desktop
Add to your Claude desktop configuration file:
MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%/Claude/claude_desktop_config.json
Or if installed from source:
Security
- The API key is stored securely in Claude's desktop configuration file
- The key is passed to the server as an environment variable
- No sensitive data is stored in the repository
- The server expects the API key to be provided by Claude's environment
Development
Project Structure
Available Scripts
npm run build
: Build the projectnpm run watch
: Watch for changes and rebuild automaticallynpm run prepare
: Prepare the package for publishingnpm run inspector
: Run the MCP inspector for debugging
Contributing
- Fork the repository
- Create your feature branch (
git checkout -b feature/amazing-feature
) - Commit your changes (
git commit -m 'Add some amazing feature'
) - Push to the branch (
git push origin feature/amazing-feature
) - Open a Pull Request
License
This project is licensed under the MIT License - see the LICENSE file for details.
Acknowledgments
- Thanks to Perplexity AI for their powerful API
- Built with Model Context Protocol
remote-capable server
The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.
Tools
Perplexity AI의 API를 통해 지능형 코드 분석 및 디버깅을 지원하고, Claude 데스크톱 클라이언트에 대한 통합 지원과 함께 자세한 오류 분석, 패턴 감지 및 포괄적인 솔루션을 제공합니다.
Related Resources
Related MCP Servers
- AsecurityAlicenseAqualityA server facilitating web search functionality by utilizing Perplexity AI's API, designed to integrate with the Claude desktop client for enhanced search queries.Last updated -1229MIT License
- -securityAlicense-qualityA comprehensive code analysis and management tool that integrates with Claude Desktop to analyze code at project and file levels, helping adapt changes to projects intelligently.Last updated -38MIT License
- AsecurityAlicenseAqualityA custom MCP tool that integrates Perplexity AI's API with Claude Desktop, allowing Claude to perform web-based research and provide answers with citations.Last updated -14MIT License
- -securityAlicense-qualityA powerful research assistant that integrates with Cline and Claude Desktop to leverage Perplexity AI for intelligent search, documentation retrieval, API discovery, and code modernization assistance while coding.Last updated -3MIT License