P

Politwit1984 MCP Perplexity Server

An intelligent code analysis and debugging service based on the Perplexity AI API, seamlessly integrated with the Claude desktop client via the MCP protocol, providing functions such as error analysis, pattern recognition, and solutions.
2 points
9

What is the Perplexity MCP Server?

This is an intelligent code analysis server based on the Model Context Protocol. By integrating with the Perplexity AI API, it provides developers with real-time code error diagnosis, solution suggestions, and best practice guidance.

How to use the Perplexity MCP Server?

After installation and configuration, you can directly submit code problems in the Claude desktop client, and the server will automatically analyze and return detailed repair solutions.

Use cases

It is especially suitable for Python developers to quickly diagnose type errors and logical errors. It is also applicable for understanding the causes of errors and prevention methods when learning programming.

Main features

Intelligent error analysisAutomatically identify the type of code error and provide root cause analysis, pinpointing the problem to specific code lines
Pattern recognitionIntelligently identify common error patterns, such as type mismatches and loop errors
Comprehensive solutionsProvide step-by-step repair guidance, including multiple implementation options for selection
Python-specific supportProvide professional analysis for type errors and common problems in the Python language

Advantages and limitations

Advantages
Seamlessly integrated with the Claude desktop client, providing a smooth user experience
In-depth error analysis, not only pointing out the problem but also explaining the reason
Provide multiple solutions and best practice suggestions
Particularly optimized for Python language support
Limitations
Currently mainly supports the Python language
Requires a Perplexity API key to use
Deep-seated errors in complex projects may require manual review

How to use

Install the server
Install globally via npm or build from source code
Get an API key
Get your API key from the Perplexity AI official website
Configure the Claude client
Add server settings to the Claude configuration file and fill in the API key
Start using
Submit your code problems in the Claude client

Usage examples

Fix a type errorSolutions when a type mismatch occurs in Python code
Code optimization suggestionsGet suggestions for code performance optimization and quality improvement

Frequently asked questions

Is there a fee for using it?
Which programming languages are supported?
How to update the server version?

Related resources

Perplexity AI official website
Get an API key and learn about AI capabilities
GitHub repository
Source code and issue tracking
MCP protocol documentation
Learn about the technical details of the Model Context Protocol
Installation
Copy the following command to your Client for configuration
{
  "mcpServers": {
    "perplexity": {
      "command": "perplexity-mcp",
      "args": [],
      "env": {
        "PERPLEXITY_API_KEY": "your-api-key-here"
      }
    }
  }
}

{
  "mcpServers": {
    "perplexity": {
      "command": "node",
      "args": ["/absolute/path/to/perplexity-server/build/index.js"],
      "env": {
        "PERPLEXITY_API_KEY": "your-api-key-here"
      }
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
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