# Natural Language

The Apple Notes MCP service is a protocol server that enables seamless interaction with Apple Notes through natural language

The Readwise MCP server is a service for accessing and interacting with Readwise library content, supporting natural language queries, integration with assistants such as Claude, and providing enhanced prompting and analysis capabilities.

Redis MCP Server is a natural language interface service designed for Redis, supporting AI agents to query and manage Redis data through natural language, integrating the MCP protocol, and providing multiple data structures and search functions.

A tool that supports natural language querying and analysis of table data, supports multiple large language models, and can read table content from CSV files.

An MCP server for automatically installing VS Code extensions in the Cursor IDE, supporting natural language search, intelligent ranking, and automatic download and installation.

This project builds a lightweight MCP server that enables interaction between local AI tools and the Claude assistant through Python. It supports processing data files such as CSV and Parquet, facilitating natural language query and analysis.

A lightweight Kubernetes MCP server that provides natural language processing and API access functions, and operates cluster resources by combining kubectl commands and the Python client.

AWS MCP is an AI assistant service that queries and manages AWS resources through natural language, supporting multi - account, multi - region, and secure credential management.

A GitHub intelligent chat MCP server based on the Go language, providing natural language interaction with GitHub functions and vector search capabilities

Amadeus MCP Server is a community-developed service that integrates Amadeus' flight search API through the Model Context Protocol (MCP), allowing users to query flight information through a natural language interface.

A Video Editing MCP Server based on FFmpeg that supports performing operations such as video clipping, merging, and format conversion through natural language commands

This is an MCP project that allows users to control the GIMP image editing software through natural language conversations, converting complex image processing operations into simple conversation instructions and supporting various image editing functions from basic adjustments to advanced special effects.

The SEO Review Tools MCP Server provides advanced SEO data integration for applications and AI agents through the Model Context Protocol (MCP), supporting natural language interaction to access massive SEO data endpoints.

A Todo application based on natural language processing that uses the Google Gemini API to parse commands, MongoDB to store data, and achieves real-time updates through the MCP protocol.

The N2YO Satellite Tracking MCP Server provides satellite orbit data, position tracking, and transit prediction services, supporting natural language queries and multi-category filtering.

This project is a read - only Google Cloud Storage MCP server based on the CData JDBC driver, which allows LLMs to query real - time data through natural language without writing SQL.

Microsoft 365 MCP Gateway is a bridge connecting Claude with Microsoft 365 data. It enables natural - language access to emails, calendars, files, and contacts through the Model Context Protocol.

Unity MCP is an AI assistant tool that controls the Unity editor through natural language commands. It supports creating, modifying, and managing game objects, scenes, materials, etc., and simplifies the development process.

The Kubectl MCP Tool is a Kubernetes interaction tool based on the Model Context Protocol (MCP), allowing AI assistants to interact with Kubernetes clusters using natural language.

A Docker management server based on the Model Context Protocol that provides container management functions through a natural language interface

A modern MCP server that allows AI assistants to control the Philips Hue smart lighting system through natural language, providing functions such as intelligent light search, room and area management, and scene activation, and optimizing the chatbot interaction experience.

MCP-Grep is a server implementation that exposes grep functionality through the Model Context Protocol (MCP), providing file search capabilities for clients such as Claude.

An MCP server for managing Docker through natural language, supporting container orchestration, debugging, and data management.

The Toggl MCP Server is a protocol server that allows AI assistants to manage Toggl time tracking data through natural language.

An MCP server that provides queries for Erick Wendel's contributions on different platforms, supporting natural - language queries for speeches, blogs and videos.

This project demonstrates how to configure the Amazon Q CLI to integrate with the FastMCP MySQL Server and interact with AWS RDS MySQL databases via natural language commands.

MyMCP Prompt is a tool that generates Model Context Protocol (MCP) servers through natural language descriptions. It uses the Google Gemini API to convert user descriptions into functional Python MCP servers and corresponding JSON configurations. The project includes a Flask backend and a React frontend, providing a web interface for users to enter server descriptions and display the generated code and configurations.

AI Humanize MCP Server is a powerful model context protocol server that focuses on optimizing AI-generated content into more natural and humanized text.

The Elasticsearch MCP Server project enables natural - language interactive queries of Elasticsearch data through the Model Context Protocol (MCP).

The Binalyze AIR MCP Server is a Node.js server implementing the Model Context Protocol (MCP), providing natural - language interaction capabilities for the Binalyze AIR digital forensics and incident response platform. It supports various functions such as asset management, evidence collection, endpoint operations, and policy management, authenticates through API tokens, and can be integrated with MCP clients such as Claude and Cursor.