# Natural Language Interaction

The Alpaca MCP Server is a protocol service that connects LLMs such as Claude with the Alpaca trading API, supporting stock trading, account management, and market data query through natural language.

Upstash MCP Server is a service based on the Model Context Protocol (MCP) that allows users to interact with the Upstash developer API through natural language to manage Redis databases and other operations.

Azure MCP is a protocol implementation that allows Claude Desktop to manage Azure resources through natural language interaction.

KiCAD MCP is a protocol project that realizes AI - assisted PCB design. It controls the KiCAD software through natural language to complete operations such as circuit board design, component placement, and routing.

This is an AWS Amplify Data MCP Server project that allows interaction with the data models of Amplify Gen2 applications through natural language, supports operations such as querying and modifying, and needs to be used with AI assistants like Claude.

A Kubernetes management tool based on the MCP protocol, supporting CRUD operations on K8s resources and Helm through natural language interactions.

This project provides a natural language interaction interface for MLflow through the Model Context Protocol (MCP), allowing users to query and manage machine learning experiments and models in English. It includes server - side and client - side components.

The Attio MCP Server is a Model Context Protocol service designed for the AI-native CRM Attio. It supports interacting with Attio data through natural language, provides comprehensive API support for companies, contacts, lists, etc., and has functions such as error handling and automatic retry.

The KiCad MCP Server is a Model Context Protocol (MCP) server designed for KiCad, allowing interaction with KiCad projects through natural language and providing functions such as project management, PCB analysis, and BOM management.

The ArgoCD MCP Server is a protocol service integrating the ArgoCD API that allows managing ArgoCD applications and resources through natural language interaction.

A TypeScript-based Gel Database MCP Server that simplifies database operations through EdgeQL queries and supports LLM agents to automatically learn schemas, write, and validate queries.

This project uses Spring AI and the MCP protocol to achieve natural language control of the mBot2 robot. It includes a Spring Boot application, an MQTT message queue, and a Python script on the robot side, supporting AI calls for instructions such as exploration and turning.

An AutoCAD integrated server based on the MCP protocol, supporting the control of AutoCAD through natural language for drawing, layer management, and drawing analysis.

Avalanche MCP Tools transforms the functions of the Avalanche blockchain into an AI interaction tool through a standardized protocol, enabling natural language operation of the blockchain

This project implements a complete Model Context Protocol (MCP) server for interacting with the Medplum FHIR Server. It provides 33 FHIR resource management tools and supports medical data management through natural language commands.

The Alpaca MCP server is a model context protocol (MCP) service that implements the Alpaca trading API, allowing large language models to interact with the Alpaca trading system through natural language, supporting stock/options trading, portfolio management, and real-time market data acquisition.

ThingsPanel MCP is an intelligent interface for the IoT platform, supporting natural language interaction and device management

The SEO Review Tools MCP server provides a natural language interaction method for LLM and AI tools through the Model Context Protocol (MCP), integrating massive SEO data interfaces, including over 3.1T backlinks, 7B+ keywords and other resources.

The MCP Neo4j Server is a middleware that connects the Neo4j graph database with the Claude desktop, supporting graph database operations through natural language, including querying, creating nodes and relationships, etc.

Postmancer is an MCP server designed specifically for AI assistants, supporting interaction with RESTful APIs through natural language

The MCP server project for Redis Cloud, managing Redis cloud resources through natural language.

A FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natural language, providing functions for searching, KV store management, and resource access.

SQL Server Agent is a natural language database interaction tool based on Modal Context Protocol (MCP), allowing users to interact with SQL Server databases through natural language and execute queries and stored procedures without writing SQL code.

This project is an AWS cost analysis tool based on the Anthropic MCP protocol, providing a natural language interaction interface through the Claude model. It can query AWS Cost Explorer and Bedrock model call log data, and supports local and remote deployment.

AWS MCP is a service based on the Model Context Protocol that allows querying and managing AWS resources through natural language, similar to an alternative to Amazon Q.

Auth0 MCP Server is a local service that implements the MCP protocol, allowing you to manage Auth0 tenants through natural language instructions and supporting multiple management operations such as applications, APIs, and logs.

A TypeScript-based Gel Database MCP Server that simplifies database operations through EdgeQL queries, supports LLM agents to automatically learn the schema, write and validate queries, and provides natural language interaction capabilities.

YDB MCP is a tool that provides Model Context Protocol services for the YDB database, supporting interaction with large language models through the MCP protocol to enable natural language database operations.

The Salesforce MCP Server is a platform that integrates Claude/VS Code with Salesforce, supporting interaction with Salesforce data and metadata through natural language, including functions such as querying, modifying, and managing object records.

The MoviePilot MCP server is a protocol implementation that connects large language models with the MoviePilot media library management system, supporting media search, subscription management, download control and other functions through natural language interaction.