modelcontextprotocol

modelcontextprotocol

A Model Context Protocol Server connector for Perplexity API, to enable web search without leaving the MCP ecosystem.

ppl-aippl-ai
1009 stars
117 forks
JavaScript

MCP Relevance Analysis

Relevance Score85/100 - High Relevance

Summary

modelcontextprotocol is a high relevance project related to Model Context Protocol. It has 1009 stars and 117 forks on GitHub.

Key Features

  • MCP integration capabilities
  • AI context management
  • Language model communication
  • Structured data processing

Use Cases

  • Enhancing LLM context handling
  • Improving model response quality
  • Building more effective AI applications

README

Perplexity Ask MCP Server#

An MCP server implementation that integrates the Sonar API to provide Claude with unparalleled real-time, web-wide research.

Please refer to the official DeepWiki page for assistance with implementation.

High-level System Architecture#

Credits: DeepWiki powered by Devin

System Architecture

Demo

Tools#

  • perplexity_ask
    • Engage in a conversation with the Sonar API for live web searches.
    • Inputs:
      • messages (array): An array of conversation messages.
        • Each message must include:
          • role (string): The role of the message (e.g., system, user, assistant).
          • content (string): The content of the message.

Configuration#

Step 1:#

Clone this repository:

bash
git clone git@github.com:ppl-ai/modelcontextprotocol.git

Navigate to the perplexity-ask directory and install the necessary dependencies:

bash
cd modelcontextprotocol/perplexity-ask && npm install

Step 2: Get a Sonar API Key#

  1. Sign up for a Sonar API account.
  2. Follow the account setup instructions and generate your API key from the developer dashboard.
  3. Set the API key in your environment as PERPLEXITY_API_KEY.

Step 3: Configure Claude Desktop#

  1. Download Claude desktop here.

  2. Add this to your claude_desktop_config.json:

json
{
  "mcpServers": {
    "perplexity-ask": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "PERPLEXITY_API_KEY",
        "mcp/perplexity-ask"
      ],
      "env": {
        "PERPLEXITY_API_KEY": "YOUR_API_KEY_HERE"
      }
    }
  }
}

NPX#

json
{
  "mcpServers": {
    "perplexity-ask": {
      "command": "npx",
      "args": [
        "-y",
        "server-perplexity-ask"
      ],
      "env": {
        "PERPLEXITY_API_KEY": "YOUR_API_KEY_HERE"
      }
    }
  }
}

You can access the file using:

bash
vim ~/Library/Application\ Support/Claude/claude_desktop_config.json

Step 4: Build the Docker Image#

Docker build:

bash
docker build -t mcp/perplexity-ask:latest -f Dockerfile .

Step 5: Testing#

Let's make sure Claude for Desktop is picking up the two tools we've exposed in our perplexity-ask server. You can do this by looking for the hammer icon:

Claude Visual Tools

After clicking on the hammer icon, you should see the tools that come with the Filesystem MCP Server:

Available Integration

If you see both of these this means that the integration is active. Congratulations! This means Claude can now ask Perplexity. You can then simply use it as you would use the Perplexity web app.

Step 6: Advanced parameters#

Currently, the search parameters used are the default ones. You can modify any search parameter in the API call directly in the index.ts script. For this, please refer to the official API documentation.

Troubleshooting#

The Claude documentation provides an excellent troubleshooting guide you can refer to. However, you can still reach out to us at api@perplexity.ai for any additional support or file a bug.

Cursor integration#

You can also use our MCP with Cursor (or any other app that supports this). To use Sonar with Cursor, you can follow the following steps.

Step 1: Navigate to your Cursor settings:#

Cursor Settings

Step 2: Navigate to the MCP directory#

And click on Add new global MCP server

Add Server

Step 3: Insert the MCP Server Configuration from above#

This is the same configuration you would use for any other application that supports MCP.

You should then see the application being part of your available tools like this:

Cursor MCP

License#

This MCP server is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.