Coding With Perplexity AI

by politwit1984

10 stars

Not rated

GitHub

About

Enables intelligent code analysis and debugging through the Perplexity AI's API, offering detailed error analysis, pattern detection, and comprehensive solutions, with integration support for the Claude desktop client.

Details

Author: politwit1984
Repository: joewilsonai/mcp-perplexity-server
GitHub stars: 10
License: MIT License
Categories: Productivity, Design, Developer Tools, AI, Project Management, Frontend, Infrastructure

- 🐛 Intelligent Error Analysis — Root-cause breakdown of coding errors
- 🔬 Pattern Detection — Recognizes common error patterns and provides targeted solutions
- ✅ Comprehensive Solutions — Step-by-step fixes with multiple implementation alternatives
- 📚 Best Practices — Coding standards and error-prevention tips
- 🐍 Python Support — Specialized handling of Python type errors and common issues

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below
Plugin Name Coding With Perplexity AI

Command (node, npx, python, etc.) node
Arguments
- Argument 1 /absolute/path/to/mcp-perplexity-server/build/index.js
Environment
- PERPLEXITY_API_KEY your-perplexity-api-key
Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

JSON

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

From the repository

Ask Claude:

> "Fix this TypeError in my Python code"
> "What's causing this error message?"
> "How do I fix this code?"

Include your code snippet:

def calculate_total(items):
    total = 0
    for item in items:
        total = total + item['price']  # TypeError: string + int
data = [

    {'name': 'Book', 'price': '10'},

    {'name': 'Pen', 'price': '2'}

]
result = calculate_total(data)

The server returns:

1. Root-cause analysis of the error
2. Step-by-step solution with code examples
3. Best practices to prevent the same issue
4. Alternative implementations

Edit claude_desktop_config.json:

{
  "mcpServers": {
    "perplexity": {
      "command": "node",
      "args": ["/absolute/path/to/mcp-perplexity-server/build/index.js"],
      "env": {
        "PERPLEXITY_API_KEY": "your-perplexity-api-key"
      }
    }
  }
}

Get a Perplexity API key at perplexity.ai/settings/api.

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

{
    "mcpServers": {
        "coding with perplexity ai": {
            "env": {
                "PERPLEXITY_API_KEY": "your-perplexity-api-key"
            },
            "args": [
                "/absolute/path/to/mcp-perplexity-server/build/index.js"
            ],
            "command": "node"
        }
    }
}

Linux

{
    "env": {
        "PERPLEXITY_API_KEY": "your-perplexity-api-key"
    },
    "args": [
        "/absolute/path/to/mcp-perplexity-server/build/index.js"
    ],
    "command": "node"
}

Macos

{
    "env": {
        "PERPLEXITY_API_KEY": "your-perplexity-api-key"
    },
    "args": [
        "/absolute/path/to/mcp-perplexity-server/build/index.js"
    ],
    "command": "node"
}

Windows

{
    "env": {
        "PERPLEXITY_API_KEY": "your-perplexity-api-key"
    },
    "args": [
        "/absolute/path/to/mcp-perplexity-server/build/index.js"
    ],
    "command": "node"
}

🔍 Perplexity MCP Server

Perplexity-backed code analysis and debugging — straight from your Claude conversation.

A Model Context Protocol (MCP) server that lets Claude (or any MCP client) ask Perplexity AI for code analysis, error explanations, and debugging help.

</div>

---

Features

Example usage

Ask Claude:

> "Fix this TypeError in my Python code"
> "What's causing this error message?"
> "How do I fix this code?"

Include your code snippet:

def calculate_total(items):
    total = 0
    for item in items:
        total = total + item['price']  # TypeError: string + int
data = [

    {'name': 'Book', 'price': '10'},

    {'name': 'Pen', 'price': '2'}

]
result = calculate_total(data)

The server returns:

1. Root-cause analysis of the error
2. Step-by-step solution with code examples
3. Best practices to prevent the same issue
4. Alternative implementations

Install

From npm (recommended)

npm install -g mcp-perplexity-server

From source

git clone https://github.com/joewilsonai/mcp-perplexity-server
cd mcp-perplexity-server
npm install
npm run build

Configure in Claude Desktop

Edit claude_desktop_config.json:

{
  "mcpServers": {
    "perplexity": {
      "command": "node",
      "args": ["/absolute/path/to/mcp-perplexity-server/build/index.js"],
      "env": {
        "PERPLEXITY_API_KEY": "your-perplexity-api-key"
      }
    }
  }
}

Get a Perplexity API key at perplexity.ai/settings/api.

Prerequisites

- Node.js 18 or higher
- A Perplexity AI API key

Stack

- TypeScript + Node.js 18+
- @modelcontextprotocol/sdk
- Perplexity API

Related MCP servers

- 🧠 second-opinion-mcp-server (⭐ 16) — Multi-source: Gemini + Perplexity + Stack Overflow
- 🐙 github-meta-mcp-server — Natural-language GitHub repo management

License

MIT

No reviews yet — be the first

Use Google, GitHub, or an email account so ratings stay tied to real people.

Email sign in

No reviews posted yet.

About

Details

Jump to

Setting up with Highlight

From the repository

Claude Desktop / Cursor

Linux

Macos

Windows

🔍 Perplexity MCP Server

Features

Example usage

Install

From npm (recommended)

From source

Configure in Claude Desktop

Prerequisites

Stack

Related MCP servers

License

Install

More like this

Time

Sentry

Github

Git

GitLab

Context 7