# AI assistance

The GDB MCP server is a tool that supports AI-assisted debugging, enabling interaction with GDB through the MCP protocol and simplifying multi-architecture and remote debugging processes.

An AI-assisted tool for CTF problem-solving and problem-setting

This project provides a service based on the Model Context Protocol (MCP) that allows AI assistants to search for and read papers through the PapersWithCode API, and view related code repositories for more context information.

This project enables large language models to directly understand and generate audio effect modules in the Max audio processing software through the Model Context Protocol (MCP). It supports explaining, modifying, and creating audio effect modules and provides an interaction interface with LLMs.

The Apktool MCP Server is an Android APK analysis service based on the Model Context Protocol. It integrates the Apktool tool and Gemini CLI artificial intelligence, providing functions such as APK decompilation, security analysis, privacy auditing, and reverse engineering guidance.

A Go code graph analysis tool that provides code understanding capabilities for AI assistants through the MCP protocol, supporting code structure visualization and intelligent queries

CodeSeeker is a code search and transformation tool that combines the functions of ugrep and ast-grep, providing intelligent search and replacement capabilities for AI assistants. It supports multiple search modes, safe replacement, and code refactoring.

HackerMCP is a module designed for AI assistants to access and utilize common penetration testing and security tools such as Nmap and Metasploit Framework, providing a simple interface to enhance the security testing capabilities of AI systems.

CastPlan MCP is an AI - driven intelligent programming environment that realizes a natural and smooth 'atmospheric programming' experience through a four - layer architecture, enabling AI to deeply understand the project context and provide intelligent assistance, and supporting multi - language team collaboration and automated workflows.

Unity AI ProBuilder is an AI-driven 3D modeling tool based on the MCP protocol that creates and edits editable meshes in the Unity editor through natural language commands, supporting rapid prototyping and procedural geometry generation.

An MCP server for analyzing website UI interfaces and providing precise repair instructions for AI programming assistants to solve the problem of messy UI updates when using tools such as Copilot and Cursor.

Postgres MCP Pro is an open - source MCP server that provides comprehensive support for AI agents in database index tuning, execution plan analysis, health checks, and secure SQL execution.

A web research MCP server designed for Claude, providing real - time web information retrieval functions

JADX-MCP-SERVER is a Python server that works with the JADX-AI-MCP plugin, enabling LLM (such as Claude) to analyze decompiled Android APK code in real-time through the MCP protocol, providing reverse engineering functions such as vulnerability detection and code understanding.

GH_mcp_server is a tool that directly interacts with Rhino and Grasshopper through LLM, supporting the analysis of 3DM files, 3D modeling, and the automatic generation of GHPython code for Grasshopper.

Mindpilot MCP is a visual code analysis tool that generates architecture diagrams, code flowcharts, etc. through an AI agent to help developers understand complex code structures, and supports local processing and multi-client collaboration.

The Claude MCP server for GB Studio is used to create and modify GameBoy game projects through natural language prompts, supporting visual programming and AI-assisted development in educational scenarios.

The KiCad MCP project integrates the MCP protocol into the KiCad electronic design software. Through the built - in MCP server and client, it provides AI - assisted functions for PCB and schematic editors.

The MCP Game Helper is a custom model context protocol server that provides AI - assisted tools for game developers, focusing on tasks such as combat balance, skill analysis, level rhythm, and simulation.

An MCP server based on Playwright that provides browser automation capabilities for LLMs

The Stata MCP extension provides Stata integration for VS Code and Cursor, supporting command execution, AI assistance, and real-time output viewing.

The Suncture Healthcare MCP Server is a healthcare service tool based on the Model Context Protocol, providing functions such as medical information query, symptom analysis, and BMI calculation for AI assistants. It supports installation via npm or Docker deployment.

apktool-mcp-server is an MCP server based on Apktool, integrating large language models (such as Claude), providing real-time reverse engineering support, including vulnerability analysis, manifest parsing, and code review.

This project provides a set of development toolkits, including AI - assisted templates and utility scripts, to improve development efficiency and project management standardization.

An MCP server developed in Go, supporting SSE and stdio operation modes, providing functions such as Bilibili personal information query, latest following list, and video search, and facilitating AI to select personalized video content.

This is a TypeScript/Node.js template project for building MCP servers, providing a standardized structure, best practices, and example implementations. It includes functions such as tool development, resource management, and error handling, and supports AI-assisted development.

Sketch Context MCP is a model context protocol server used to integrate Sketch design files with IDEs such as Cursor, enabling an AI - driven workflow from design to code, and supporting real - time two - way communication and design element operations.

LibreSprite-MCP is a Model Context Protocol server designed for LibreSprite, supporting assisted editing, design, and scripting through prompts.

The Kali Linux MCP project encapsulates Kali security tools through the Flask API and provides an MCP bridge service, supporting AI-assisted security testing workflows

BinAssistMCP is an MCP service that connects Binary Ninja with large language models (LLMs), providing more than 40 reverse engineering tools and supporting dual transport protocols and intelligent context management.