# AI Assistance

A backup and recovery server designed specifically for AI agents and code editing tools, providing fast and secure backup functions, suitable for instant backups before high - risk operations.

An experimental MCP server developed for the Kafka monitoring tool AKHQ, which helps AI assistants connect and assist users in working with AKHQ

A web research service designed for Claude, integrating Google Search and content extraction functions

An MCP service implementation based on the ONOS controller, providing network control and management capabilities

zPlanner is a command - line project planning tool focused on software development management, providing task hierarchy, progress tracking, and HTML reporting functions. It is especially designed with a context memory system for AI - assisted development.

The Medical MCP Server is a dedicated server based on the Model Context Protocol (MCP) that provides AI assistants with access to medical data and medical information tools, including functions such as drug information query, medical literature retrieval, and health topic access.

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

MCP is an open-source AI-driven penetration testing framework that integrates multiple security tools, analyzes their outputs in real-time, strictly follows the standard penetration testing process, and provides intelligent assistance to security testers.

Aidderall is an MCP server implementation that provides hierarchical task management functions for AI assistants, helping them maintain focus and context in the process of solving complex problems. By creating independent tasks and subtasks, AI can freely switch focus, complete tasks in any order, and retain all tasks as work records.

An MCP server that connects LLM to the Moodle platform for course, student, assignment, and quiz management

An unofficial ChEMBL MCP Server that provides 22 professional tools for drug discovery research, cheminformatics analysis, and biological activity investigations through the ChEMBL REST API.

A server tool that helps users access and query databases through Legion Query Runner and the MCP protocol

An MCP service that connects to the Ravelry knitting API, providing knitting pattern search functionality for AI assistants

playwright-mcp is a tool that provides AI assistants with real-time browser access to help generate reliable Playwright test scripts.

The AWS MCP Servers are a set of dedicated servers based on the Model Context Protocol, offering various AWS-related functions, including document retrieval, knowledge base query, CDK best practices, cost analysis, image generation, etc., aiming to enhance the integration of AI applications with AWS services through a standardized protocol.

A file modification server based on the MCP protocol that supports adding, deleting, modifying, and querying files through an AI assistant.

MCP Agile Flow is an AI - assisted agile development workflow management system based on FastMCP, providing RESTful APIs and a resource - prioritized architecture, supporting natural language command processing and multi - IDE integration.

The React Icons MCP Server is a service that provides React Icons library information for AI programming tools, supporting functions such as icon search, detail retrieval, and usage example query.

The Cinema4D MCP Server is a bridge connecting Cinema 4D and Claude, assisting in 3D scene operation and modeling through prompts.

An AI-based NPM package analysis MCP server that provides intelligent functions such as security scanning and dependency analysis

Unreal Engine code analysis MCP server, providing powerful Unreal Engine code analysis capabilities for AI assistants

JupyterMCP is a tool that integrates Jupyter Notebook with Claude AI via the Model Context Protocol (MCP). It supports functions such as bidirectional communication, cell operations, and code execution, and is only compatible with Jupyter Notebook version 6.x.

An AI - based Zoom meeting management server that supports listing, creating, deleting, and querying meeting details.

A UI/UX design automation suite based on the MCP protocol that enables end-to-end workflows from design inspiration to development and delivery through AI assistance. It includes three core functions: web inspiration collection, Figma design integration, and React code generation.

A GitHub PR code review tool based on Cursor AI that automatically performs static analysis, security scans, and tests through the local toolchain and generates Markdown reports.

The Godot MCP Skill System is a complete set of AI-assisted game development tools, including 11 professional skills, covering the entire development process from project creation to product release. Users can let AI automatically call the corresponding tools to complete complex tasks through natural language descriptions.

An intelligent code suggestion service based on the MCP protocol. It analyzes user requirements through AI and recommends the most suitable components and utility methods from the private code library, improving code reuse and development efficiency.

An MCP server that integrates AI models with WinDbg/CDB for analyzing Windows crash dump files and remote debugging, supporting natural language interaction to execute debugging commands.

CodeSentinel is a code quality analysis server based on the Model Context Protocol (MCP), specifically designed to detect 93 hidden problem patterns in AI-generated code, including security vulnerabilities, deceptive error handling, placeholder code, etc. It uses pattern matching rather than AST analysis to find code that is syntactically correct but semantically problematic.

The MCP server for Dyson Sphere Program, which uses AI to assist in analyzing factory bottlenecks, power grid status, and logistics efficiency, and serves as a bridge between game data and natural language interaction.