M

Mcpunk

MCPunk is a codebase conversation tool that does not require embedding, which helps LLMs understand codebases through intelligent search of code blocks.
2.5 points
59

What is MCPunk?

MCPunk is a server based on the Model Context Protocol (MCP) that allows you to explore and understand codebases through conversations. It achieves intelligent navigation by breaking files into logical blocks (such as functions, classes, Markdown sections) and empowering large language model tools to search these blocks.

How to use MCPunk?

MCPunk can be integrated into your development environment with simple settings, for example, used in conjunction with Claude Desktop. Just a few lines of configuration are needed to start querying specific information in the codebase.

Applicable Scenarios

MCPunk is very suitable for scenarios where you need to quickly locate code logic, analyze complex project structures, or conduct code reviews. Whether you are an individual developer or working in a team, it can significantly improve efficiency.

Main Features

Project ConfigurationDivide an entire directory and its files into logical blocks (such as functions, classes, Markdown sections) for subsequent search.
File SearchFind files containing specific text based on keywords.
Block-level SearchFind logical blocks containing specific text in a specified file.
Code Snippet ViewingGet the complete content of a specific logical block.
Git AnalysisParse the recently checked branch history and generate a difference report.

Advantages and Limitations

Advantages
Simple and easy to use without complex embedded configuration
Supports file parsing of multiple programming languages
Provides clear context search capabilities
Supports human intervention to optimize the search process
Limitations
May have limited performance for very large codebases
Does not support fuzzy search and requires exact matching
Some advanced features still need manual adjustment

How to Use

Install uv
Install the uv tool according to the official documentation, which is the basis for running the MCP service.
Configure Claude Desktop
Edit the configuration file of Claude Desktop and add the definition of the MCPunk server.
Restart Claude Desktop
Restart the client after saving the configuration and wait for the MCPunk tool to finish loading.

Usage Examples

Set up a project and query how Python files are chunkedAsk MCPunk how to set up a Python project and understand its file chunking logic.
Review PR changesCompare the differences between the current branch and the target branch and guide others on how to quickly review the code.

Frequently Asked Questions

Does MCPunk support multiple programming languages?
Why are my search results not accurate enough?
Does MCPunk support caching?

Related Resources

GitHub Repository
The official code repository of the MCPunk project
MCP Protocol Documentation
Detailed introduction to the Model Context Protocol
Claude Desktop Official Website
Installation guide for Claude Desktop
Installation
Copy the following command to your Client for configuration
{
  "mcpServers": {
    "MCPunk": {
      "command": "uvx",
      "args": ["mcpunk"]
    }
  }
}

{
  "mcpServers": {
    "MCPunk": {
      "command": "uvx",
      "args": ["mcpunk"],
      "env": {
        "MCPUNK_INCLUDE_CHARS_IN_RESPONSE": "false"
      }
    }
  }
}

{
  "mcpServers": {
    "MCPunk": {
      "command": "/Users/michael/.local/bin/uvx",
      "args": [
        "--from",
        "/Users/michael/git/mcpunk",
        "--no-cache",
        "mcpunk"
      ]
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.
S
Search1api
The Search1API MCP Server is a server based on the Model Context Protocol (MCP), providing search and crawling functions, and supporting multiple search services and tools.
TypeScript
342
4 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
827
4.3 points
B
Bing Search MCP
An MCP server for integrating Microsoft Bing Search API, supporting web page, news, and image search functions, providing network search capabilities for AI assistants.
Python
227
4 points
M
MCP Alchemy
Certified
MCP Alchemy is a tool that connects Claude Desktop to multiple databases, supporting SQL queries, database structure analysis, and data report generation.
Python
321
4.2 points
P
Postgresql MCP
A PostgreSQL database MCP service based on the FastMCP library, providing CRUD operations, schema inspection, and custom SQL query functions for specified tables.
Python
110
4 points
M
MCP Scan
MCP-Scan is a security scanning tool for MCP servers, used to detect common security vulnerabilities such as prompt injection, tool poisoning, and cross-domain escalation.
Python
615
5 points
A
Agentic Radar
Agentic Radar is a security scanning tool for analyzing and assessing agentic systems, helping developers, researchers, and security experts understand the workflows of agentic systems and identify potential vulnerabilities.
Python
555
5 points
C
Cloudflare
Changesets is a build tool for managing versions and releases in multi - package or single - package repositories.
TypeScript
1.5K
5 points
Featured MCP Services
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
827
4.3 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
85
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
1.7K
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
140
4.5 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#
563
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
6.7K
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
752
4.8 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
282
4.5 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase