Politwit1984 MCP Perplexity Server
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
8.5K

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 analysis
Automatically identify the type of code error and provide root cause analysis, pinpointing the problem to specific code lines
Pattern recognition
Intelligently identify common error patterns, such as type mismatches and loop errors
Comprehensive solutions
Provide step-by-step repair guidance, including multiple implementation options for selection
Python-specific support
Provide professional analysis for type errors and common problems in the Python language
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 error
Solutions when a type mismatch occurs in Python code
Code optimization suggestions
Get 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.

Alternatives

C
Claude Context
Claude Context is an MCP plugin that provides in - depth context of the entire codebase for AI programming assistants through semantic code search. It supports multiple embedding models and vector databases to achieve efficient code retrieval.
TypeScript
4.8K
5 points
A
Acemcp
Acemcp is an MCP server for codebase indexing and semantic search, supporting automatic incremental indexing, multi-encoding file processing, .gitignore integration, and a Web management interface, helping developers quickly search for and understand code context.
Python
9.9K
5 points
B
Blueprint MCP
Blueprint MCP is a chart generation tool based on the Arcade ecosystem. It uses technologies such as Nano Banana Pro to automatically generate visual charts such as architecture diagrams and flowcharts by analyzing codebases and system architectures, helping developers understand complex systems.
Python
8.2K
4 points
M
MCP Agent Mail
MCP Agent Mail is a mail - based coordination layer designed for AI programming agents, providing identity management, message sending and receiving, file reservation, and search functions, supporting asynchronous collaboration and conflict avoidance among multiple agents.
Python
8.4K
5 points
M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
13.1K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
8.7K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
10.0K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
11.9K
5 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
17.5K
4.5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
17.5K
4.3 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
27.6K
5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
55.0K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
24.3K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
51.4K
4.5 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
17.2K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
36.7K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase