Model Context Protocol (MCP) is an open standard that defines how AI applications connect to external tools, data sources, and services. MCP uses a client-server architecture where AI-powered applications (clients) communicate with lightweight programs (servers) that expose specific capabilities through a standardized interface.
MCP servers can provide tools (executable functions), resources (read-only data), and prompts (reusable templates). The protocol supports multiple transport mechanisms including stdio for local processes and HTTP with Server-Sent Events for remote connections.
The protocol was created by Anthropic and released as an open specification. It is supported by AI tools including Claude Code, Cursor, Codex, Windsurf, and Claude Desktop.
Production-grade governed MCP server for Apache Flink secure-by-default tools for REST & SQL Gateway with approval tokens, policy engine, DLP, audit, and Prometheus telemetry.
OpenMetadata MCP compatible with version 1.3.3
The Daily News Portal will be built on AEMaaCS. Development will be accelerated using the MCP AEM Documentation to quickly generate the base archetype, and component coding (HTL, Sling Model) will be fully performed in the AWS Kiro IDE, ensuring an efficient, cloud-native workflow.
An intelligent WhatsApp chatbot powered by Spring AI, OpenAI's GPT-4, and Model Context Protocol (MCP). Features conversation memory, dynamic tool calling for employee data queries, and real-time messaging via Meta's WhatsApp Business API. Includes MCP Inspector for debugging and ngrok support for local webhook development
Spec-driven development template for Vaadin + Spring Boot — define features as specs, let AI implement and test them.
AAOSP reference MCP-providing app
Spring AI shopping agent with MCP microservices and React chat UI
Client-side Minecraft AI assistant with a provider-neutral Java harness and live Minecraft Wiki tools
MCP server built with Spring Boot and Spring AI that lets Claude Desktop create, read, update and delete personal notes stored in PostgreSQL.
Provides a web based user interface for administrators and players, an API for bots, and marshals creation and management of additional bots with varying capabiltiies.
Open-source, MCP-native application platform — declarative schema, flows, and approvals over a REST API and an MCP server.
MCP server that lets AI agents manage your email over IMAP — search, read, organize folders, move/delete messages — as a secure hosted service. Users link their IMAP account once; agents connect via OAuth 2.1 with scoped permissions and never see the raw password. Java 21 / Spring Boot.
An AI assistant for verifying Azure resources across regions through the Model Context Protocol
AI-enabled Shopping Cart system using Model Context Protocol (MCP) that enables Claude to interact with backend APIs (add/remove/get cart) via Spring AI and Spring Boot
A Spring Boot client for performance testing AI agents using MCP (Model Context Protocol). Measures response times, token efficiency, costs, and dataset quality for dataset generation tasks, with automated standards updates and evaluation.
Demo Application for Spring MCP server
Created by Anthropic
Released November 2024