The DevOps AI Toolkit is an AI-based platform engineering and DevOps automation tool that provides functions such as resource deployment recommendations, problem repair, project governance, and a shared prompt library for teams through intelligent Kubernetes operations and conversational workflows, enabling complex cloud-native operations to be achieved through natural language interaction.

GhidrAssistMCP is a powerful Ghidra extension that enables AI assistants and other tools to interact with Ghidra's reverse engineering capabilities through a standardized API by implementing a Model Context Protocol (MCP) server.

This project is a collection of MCP servers designed for Kali Linux, aiming to enhance reverse engineering, security testing, and automation workflows. It integrates tools such as Nmap and Wireshark and provides Docker sandbox support.

This project is a Python server based on the MCP protocol, providing functions for querying and calculating soil and water conservation technical specifications, including engineering calculations such as Manning's coefficient, earth pressure coefficient, drainage ditch flow velocity, and slope stability, as well as the conversion between latitude and longitude and UTM/TWD97 coordinates in Taiwan region. It is suitable for AI application integration.

MoziChem - MCP is a collection of servers for chemical engineering and chemical applications based on the Model Context Protocol (MCP). It provides professional tools such as thermodynamic models, equation of state calculations, and phase equilibrium calculations, and supports AI assistants to perform complex chemical engineering calculations.

Data Agents is a GenAI - based data engineering agent platform that automates data workflows through multi - agent collaboration, supports multiple AI backends and n8n integration, and provides a modern UI interface and Docker deployment solution.

A Frida - based game hacking MCP server that provides memory scanning, value modification, function hooking, and code injection capabilities similar to Cheat Engine, supporting AI assistants for game modification and reverse engineering analysis.

GhidraMCP is a Ghidra plugin that enables AI - assisted binary analysis through the Model Context Protocol (MCP), connecting reverse engineering with AI assistants and providing functions such as natural language interaction, in - depth code analysis, and security vulnerability detection.

JEBMCP is a project that combines JEB and MCP tools, aiming to simplify reverse engineering tasks through Python scripts and provide efficient code analysis and operation functions.

An AI - controlled server for the GNS3 network simulator based on the MCP protocol. It supports creating, managing, and controlling network topologies and simulations through natural language instructions, providing a complete solution for network engineering automation.

This project is a Jadx plugin that exposes the Jadx API via HTTP to enable real - time interaction with Claude, supporting AI - assisted reverse engineering analysis of Android applications.

UltimateCoder MCP is a locally prioritized automation server designed for developers and engineers, offering terminal command automation, file editing, and AI tool enhancement functions. It supports localized operations to ensure data security, and has advanced file processing, process control, and code search capabilities, suitable for large-scale code refactoring and automated workflows.

UltimateCoder MCP is a locally prioritized automation server designed for developers and engineers, providing terminal command automation, file editing, and AI tool enhancement features.

An MCP server collection designed specifically for Kali Linux, aiming to enhance the capabilities of AI agents in reverse engineering and security testing, providing functions such as network analysis, target sniffing, traffic analysis, binary parsing, and automation.

The Context Engineering MCP Platform is an AI context management and optimization platform that designs, manages, and optimizes the input information of AI models through a systematic approach, realizing the engineering of prompt engineering. The platform provides functions such as intelligent analysis engines, optimization algorithms, and template management, significantly improving AI response quality, reducing API costs, and supporting multimodal content processing.

AI - assisted reverse engineering tool for IDA Pro

This is an MCP server designed for Space Engineers game plugin development, providing game code indexing and query functions for AI programming assistants and supporting auxiliary development in IDEs such as VSCode.

An MCP server collection specifically designed for Kali Linux, aiming to enhance the capabilities of AI agents in reverse engineering and security testing, providing functions such as network analysis, target sniffing, traffic analysis, binary parsing, and automation.

The Okta MCP Server is an innovative tool based on the Model Context Protocol (MCP) that enables AI models to directly interact with the Okta environment. It provides a standardized AI integration solution for IAM engineers and security teams, supporting core functions such as user management and group operations. It is currently in the Alpha testing phase.

The Krep MCP Server is a high - performance string search tool that provides optimized pattern matching functions for AI assistants through the MCP protocol. Although the core functions are simple, the project has problems such as over - engineering, redundant documentation, and chaotic integration.

Vibe Check MCP is a server that provides metacognitive supervision for AI agents, aiming to prevent inertial errors and over - engineering problems in AI coding and workflows through pattern interruption, plan simplification, and self - improvement feedback loops.

The talk submission system and MCP server project for the AI Engineer Conference 2025, built on Cloudflare Worker, supporting interaction with AI tools such as Claude through the MCP protocol.

The LRC-MCP Server is a project that provides model context services for LoadRunner Cloud. It supports programmatic access to LRC resources and test data, facilitating the construction of performance engineering workflows, dashboards, and AI integrations.

Sensei MCP is a multi-role engineering tutor system that integrates 64 professional AI roles and provides engineering standards and suggestions through collaborative guidance. It can inject relevant engineering specifications before Claude's inference, supports multiple file types and context awareness, and has session memory and team collaboration functions.

CodeMasterPro is an AI-based advanced programming assistant designed to enhance the development experience of software engineers. It features intelligent debugging, multi-language support, real-time document query, etc., and can be quickly deployed via Docker.

LAMDA is a powerful Android reverse engineering and automation framework, aiming to simplify the security analysis and application testing process. It provides a programming interface to replace manual operations, supporting multiple functions such as remote control, network proxy, and UI automation.