# Natural language

The Alpaca MCP Server is a service that enables LLMs (such as Claude) to interact with the Alpaca trading API through natural language, supporting stock trading, position query, market data acquisition, and account management.

An intent parsing server based on natural language processing that converts user input into structured and executable workflows, providing highly scalable and reliable API services.

UML-MCP-Server is a UML diagram generation tool based on the MCP protocol. It supports generating multiple types of UML diagrams through natural language descriptions or by directly writing PlantUML code, and can be integrated into clients such as Cursor that support MCP.

This project provides an MCP server for interacting with Palo Alto Networks firewalls through the XML API, supporting the use of natural language to manage device configurations.

The MCP iCal Server is a macOS calendar management tool based on an AI agent. It enables natural language interaction through a single interface and supports functions such as event creation, schedule query, and intelligent update.

Koppla is a natural language-based Active Directory management tool that enables querying and operating on user, group, and computer objects through an AI agent.

Datax is an intelligent data analysis tool for the AI era, supporting in - depth business insights and predictive analysis through natural language interaction.

AI Memo is an AI-based personal intelligent accounting tool that enables rapid accounting and account checking through natural language interaction. It supports multiple input methods and multi-terminal use.

The ROS MCP Server is a tool that enables robots to perform complex tasks and adapt to different environments. It converts natural language commands into ROS control instructions and is compatible with both ROS and ROS2 systems.

A Docker management service based on the Model Context Protocol, providing container management functions through a natural language interface, supporting containerized deployment and resource management.

An intelligent React component generation MCP server based on the Reablocks design system, which generates production-ready TypeScript components through natural language processing, including responsive layout and accessibility support.

A database service implementing the MCP protocol that supports interaction with multiple databases through natural language. Currently, it mainly supports MongoDB, and databases such as PostgreSQL will be added in the future.

Inbox MCP is an intelligent email assistant based on Nylas v3. It automates email management through natural language instructions, supports mainstream email services such as Gmail and Outlook, and provides functions such as email filtering, categorization, archiving, and sending, significantly improving email processing efficiency.

CAD - MCP is a service project that controls CAD software for drawing operations through natural language instructions. It supports multiple mainstream CAD software and realizes automated drawing and modification functions.

A server that integrates the Volatility 3 memory forensics framework with MCP-compatible LLMs such as Claude, simplifying memory forensics analysis through natural language and helping India solve the backlog of digital forensics cases.

A video editing MCP server based on FFmpeg, supporting operations such as video trimming, merging, and format conversion through natural language instructions, and providing real - time progress tracking and error handling.

Prometheus MCP Server is a protocol server that enables seamless docking between AI assistants and the Prometheus monitoring system. It supports querying, analyzing, and discovering monitoring metrics in natural language and is compatible with multiple development tool clients.

AWS MCP is an AI tool for managing AWS resources through natural language, replacing Amazon Q and providing higher flexibility and security.

SoliPy is an intelligent interface project that allows users to control the SolidWorks software through natural language (Persian and English) and automatically generate VBS scripts to execute design commands.

The SPINE2D Animation MCP Server provides a tool for creating character animations from PSD files, supporting natural language description - based animation generation, automatic bone rigging, preview, and export functions.

This is a .NET MCP server project for connecting Claude Desktop, the AEC data model API, and the Viewer, supporting queries of building data through natural language.

The AI Humanize MCP Server is a powerful model context protocol server that can optimize AI-generated content to be more natural and user-friendly. It has functions such as AI detection, natural language enhancement, grammar correction, and readability optimization, helping users improve text quality.

This is an MCP server designed for the Alpaca trading platform, allowing interaction with LLMs (such as Claude) through natural language to achieve functions such as stock trading, account management, and market data query.

The ROS MCP server controls the robot's movement through natural language commands and supports ROS and ROS2 systems.

Claude IPC MCP is an inter-process communication protocol designed for CLI AI assistants, supporting natural language communication between AIs, with functions such as message persistence, security authentication, and automatic checking, to achieve cross-platform AI collaboration.

The ThingsBoard MCP Server is a service that provides a natural language interface for LLMs and AI agents, allowing interaction with the ThingsBoard IoT platform through natural language commands to achieve functions such as device management, data query, and analysis.

Todoist MCP Server Extended is a server implementation that integrates Claude or other MCP - compatible LLMs with Todoist, manages tasks through natural language, and optimizes the workflow efficiency of LLM.

The Azure MCP Server is a server that implements the MCP protocol, providing seamless connection between AI agents and Azure services (such as Storage and Cosmos DB), and supporting the conversion of natural language commands into Azure operations.

A tool that integrates Claude AI with the Spotify API through the MCP server, allowing users to interact with their Spotify accounts using natural language queries to achieve enhanced music discovery and interaction functions.

A natural language interface service for interacting with local MySQL databases through Claude Desktop, supporting SQL query conversion, multi-database connection, and transaction management.