# Natural language

An MCP server that integrates Claude with Todoist, supporting task management through natural language, including functions such as creating, querying, updating, completing, and deleting tasks.

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

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.

ClaudePost is an email management service that enables natural language interaction through Claude, supporting functions such as searching, reading, and sending emails.

FOCUS DATA MCP Server is an AI assistant data query service that supports direct access to data analysis results on the DataFocus platform through natural language.

A Python-based Azure CLI assistant that generates Azure commands through natural language processing and relies on the Azure MCP service to implement functions.

Scanpy MCP is a natural language processing server designed for the single-cell RNA sequencing analysis software Scanpy, supporting operations such as data reading and writing, preprocessing, analysis, and visualization through natural language. It is suitable for researchers and proxy developers.

The official MCP server of phospho, implementing the model context protocol, supporting the control of physical robots through natural language, and providing functions for performing actions and camera image streaming.

CircleCI MCP Server is a service based on the Model Context Protocol (MCP), allowing users to interact with the CircleCI platform through natural language, such as querying failed build logs. This project provides integration with MCP clients such as Cursor IDE, supporting developers to directly obtain build logs in the local workspace or through a URL for easy debugging and analysis.

The DataFocus MCP server is a service that allows AI assistants to directly query data results using natural language. Users can register on the DataFocus platform, connect data tables, and obtain analysis results through natural language.

The MCP iCal Server is a natural language-based macOS calendar management tool that enables conversational calendar operations through the Model Context Protocol, supporting event creation, querying, modification, and multi-calendar management.

This project provides a Model Context Protocol (MCP) service for MLflow through a natural language interface, simplifying the management and query of machine learning experiments and models.

An MCP server for Home Assistant that allows querying and controlling smart home devices with natural language, supporting multiple transport methods and secure authentication.

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

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.

This project implements a multi-component platform (MCP) server integrated with Gemini AI, supporting complex tasks such as mathematical operations, string processing, and Keynote integration through natural language commands.

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 Telegram weather bot based on the OpenAI Agents SDK that provides real-time weather information for global cities through natural language queries, integrating the Open-Meteo API and MCP protocol for data interaction.

The MuseScore MCP server is a protocol service that connects MuseScore with LLM clients, supporting basic music creation through natural language, such as adding notes, deleting, creating tuplets, etc.

mcp - kubernetes - server is an MCP protocol server that serves as a bridge between AI assistants and Kubernetes clusters, enabling Kubernetes operations through natural language interaction.

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.

The Blutui MCP Server project provides the function of operating Blutui accounts through natural language

A simple MCP server, a command-line tool for operating Mac through natural language.

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.

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.

An MCP server that provides Google Calendar integration for Claude Desktop, supports automatic authentication, and allows managing calendar events through natural language interaction

An MCP server project that allows creating and running Processing sketches through natural language commands, supporting the generation of visual art and games.

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 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.