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Perplexity MCP Server

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Overview

Perplexity MCP Server is an intelligent model context protocol server that provides advanced code analysis and debugging capabilities using the Perplexity AI API. It is designed to work seamlessly with the Claude desktop client.

To utilize Perplexity MCP Server, install it through npm, set up your Claude desktop client with the necessary configurations, and submit your code along with specific error queries for targeted analysis.

  • Intelligent Error Analysis: Offers detailed coding error analysis and identifies root causes. - Pattern Detection: Automatically detects common error patterns and suggests targeted fixes. - Comprehensive Solutions: Provides step-by-step solutions with various implementation examples. - Best Practices: Delivers coding standards and tips to prevent coding errors. - Python Support: Offers specialized support for Python type errors and typical coding issues.
  1. Debugging Python code errors.
  2. Assisting developers in understanding error messages and resolutions.
  3. Offering coding best practices to improve code quality.

Add to your AI client

Use these steps to connect Perplexity MCP Server in Cursor, Claude, VS Code, and other MCP-compatible apps. The same JSON appears in the Use with menu above for one-click copy.

Cursor

Add this to your .cursor/mcp.json file in your project root, then restart Cursor.

.cursor/mcp.json

{
  "mcpServers": {
    "mcp-perplexity-server-politwit1984": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-perplexity-server-politwit1984"
      ]
    }
  }
}

Claude Desktop

Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

{
  "mcpServers": {
    "mcp-perplexity-server-politwit1984": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-perplexity-server-politwit1984"
      ]
    }
  }
}

Claude Code

Add this to your project's .mcp.json file. Claude Code will detect it automatically.

.mcp.json (project root)

{
  "mcpServers": {
    "mcp-perplexity-server-politwit1984": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-perplexity-server-politwit1984"
      ]
    }
  }
}

VS Code (Copilot)

Add this to your .vscode/mcp.json file. Requires the GitHub Copilot extension with MCP support enabled.

.vscode/mcp.json

{
  "servers": {
    "mcp-perplexity-server-politwit1984": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-perplexity-server-politwit1984"
      ]
    }
  }
}

Windsurf

Add this to your Windsurf MCP config file, then restart Windsurf.

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "mcp-perplexity-server-politwit1984": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-perplexity-server-politwit1984"
      ]
    }
  }
}

Cline

Open Cline settings, navigate to MCP Servers, and add this server configuration.

Cline MCP Settings (via UI)

{
  "mcpServers": {
    "mcp-perplexity-server-politwit1984": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-perplexity-server-politwit1984"
      ]
    }
  }
}

FAQ

How does Perplexity MCP Server analyze my code?

Perplexity MCP Server uses the Perplexity AI API to analyze the submitted code for errors and provides a detailed breakdown of issues.

Is there Python-specific support?

Yes! The server specializes in identifying and resolving Python-specific errors as well as providing coding standards for Python.

What are the prerequisites for using the server?

You need Node.js version 18 or higher and a valid Perplexity AI API key to get started.7:["$","div",null,{"className":"container mx-auto flex flex-col gap-4","children":["$L26","$L27",["$","$L28",null,{"currentProject":{"id":533,"uuid":"478606b7-481e-4fd2-a6d1-179a4f1e892a","name":"mcp-perplexity-server","title":"Perplexity MCP Server","description":null,"avatar_url":"https://avatars.githubusercontent.com/u/96096412?v=4","created_at":"2024-12-30T02:54:20.996Z","updated_at":"2025-01-05T03:00:25.162Z","status":"created","author_name":"PoliTwit1984","author_avatar_url":"https://avatars.githubusercontent.com/u/96096412?v=4","tags":"perplexity,code-analysis,debugging","category":"developer-tools","is_featured":false,"sort":1,"url":"https://github.com/PoliTwit1984/mcp-perplexity-server","target":"_self","content":"$29","summary":"$2a","img_url":null,"type":null,"metadata":null,"user_uuid":null,"tools":null,"sse_url":null,"sse_provider":null,"sse_params":null,"is_official":false,"server_command":null,"server_params":null,"server_config":null,"allow_call":false,"is_innovation":false,"is_dxt":false,"dxt_manifest":null,"dxt_file_url":null,"is_audit":false},"randomProjects":[],"currentServerKey":"$undefined"}]]}]

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