# 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 for the Nylas API, providing API integration resources and tools

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

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.

The Shendao Engine OpenAPI MCP toolset provides script management, storage operations, and AI-assisted functions to help developers efficiently call engine interfaces

Molecule-MCP is a server that connects molecular science tools with Claude AI, enabling AI to directly control molecular modeling tools through the MCP protocol

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 YouTube video summarization tool based on the MCP protocol that can extract video titles, descriptions, and subtitles, and provide structured data for Claude to generate video summaries.

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 PJE MCP Server is a server for integrating with the Brazilian Electronic Judicial System (PJE), supporting A1 and A3 digital certificates, providing functions such as case management, judicial data query, and multi-court support, and achieving native AI integration with Claude Desktop.

Test Coverage MCP is an MCP server that provides test coverage data for AI programming agents. It supports parsing LCOV format files, allowing agents to view coverage changes in real - time when coding, avoid coverage decline, and track improvement progress.

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.

The F2C MCP server is a model context protocol service that can convert Figma design data into HTML/CSS code and provide design context support for AI programming assistants.

The MCP Code Indexer is an intelligent code retrieval tool designed specifically for large AI language models. It improves the efficiency and accuracy of code processing through semantic understanding and vectorized indexing, supporting functions such as code analysis, quality assessment, and dependency management.

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

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.

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.

A service implementing the Model Context Protocol (MCP), providing tools for retrieving and analyzing the entire codebase, and supporting AI agents such as Cursor's Composer Agent to automatically read and understand the entire codebase.

An AI-driven video encoding assistant tool that connects Claude AI through the MCP server to provide intelligent error parsing, real-time monitoring, and automated solutions.

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

The MATLAB MCP server is a powerful tool that integrates MATLAB with AI, supporting the generation of MATLAB code through natural language, the execution of MATLAB scripts, and direct access to MATLAB documentation.

The MCP service for Ant Design components provides support for component documentation query and code generation for large language models