# Natural language

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.

The Couchbase MCP Server project provides LLMs with the ability to directly interact with Couchbase databases, supporting natural language operations on the database, including querying, CRUD operations, N1QL queries and other functions.

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.

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.

An intelligent query generation and documentation assistance service based on Claude AI, which provides natural language query generation and documentation information retrieval functions by analyzing API documentation.

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.

An MCP server for Google Calendar integration with Claude Desktop, supporting calendar event management through natural language interaction

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

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.

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.

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.

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

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

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.

Manufacturing supply chain dashboard simulation system, an MCP server with natural language query function

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.

A community-developed Nasdaq Data Link MCP Server that provides access to financial and economic data through natural language interfaces and large language models.

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.

Rapidapp MCP Server is a Node.js service that implements the Model Context Protocol (MCP) for operating Rapidapp's PostgreSQL database through natural language.

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.

This is an MCP server designed for the Base network, allowing blockchain operations to be performed through natural language commands, including wallet management, balance inquiry, and transaction execution. It supports the Base mainnet and the Sepolia testnet and can be integrated with LLM clients such as Claude Desktop.

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 Todoist MCP Server is a natural language task management tool that integrates AI assistants like Claude with Todoist.

The ConnectWise API Gateway MCP Server provides simplified API discovery, execution, and management interfaces, supporting natural language search and quickly memorizing commonly used queries.

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.

The WAII MCP Server is a protocol server that enables database interaction through a natural language interface, supporting functions such as query execution and data visualization.

This project is an MCP service for the Cassandra database. It enables database operations through natural language interaction, including functions such as queries, table creation, and data insertion/updating/deletion, and is integrated with Claude Desktop.

This project is an MCP server aiming to simplify the project build process by interacting with build tools such as Maven through 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.

The Bluesky MCP server is a service based on the Model Context Protocol, providing natural language tools for interacting with the Bluesky social platform, supporting functions such as getting timelines, searching for content, and posting messages.