#spring

An email MCP(Server) service based on Spring Boot, used for sending emails via QQ SMTP and exposing utility functions in the form of Spring AI MCP Server It is convenient to call in clients that support MCP (such as ides/Agents that support MCP, etc.).

Enhanced Spring Documentation Access A comprehensive Model Context Protocol server providing intelligent access to Spring Boot documentation, advanced tutorials, and the complete Spring ecosystem with caching and performance optimizations.

Spring AI Playground is a self-hosted web UI that simplifies AI experimentation and testing. It provides Java developers with an intuitive interface for working with large language models (LLMs), vector databases, prompt engineering, and Model Context Protocol (MCP) integrations. Built on Spring AI, it supports leading model providers and includes comprehensive tools for testing retrieval-augmented generation (RAG) workflows and MCP integrations. The goal is to make AI more accessible to developers, helping them quickly prototype Spring AI-based applications with enhanced contextual awareness and external tool capabilities.

Enables small businesses to create AI-powered WhatsApp chatbots using their own knowledge base. Business owners can set up their AI assistant through natural conversation and upload documents, while customers can ask questions directly without special syntax. Each WhatsApp number is dedicated to a specific business. Features: Natural language setup, document knowledge base integration, 24/7 customer support automation, real-time performance monitoring, comprehensive API documentation, automated deployment with health checks, and enterprise-grade security with rate limiting. Built with Express.js, OpenAI, Pinecone vector database, Twilio WhatsApp API, and PostgreSQL for scalable multi-business support.

AI-powered chat assistant for banking microservices using Spring AI and Model Context Protocol (MCP). Interact with your microservices through natural language chat, view accounts, personal details, and transactions—all in one unified interface.

Conversational cloud security compliance auditing. MCP server enabling natural language queries about AWS security posture via Claude and other AI assistants.

Spring AI implementation of a Kubernetes MCP Server

MCP server that showcases two tools - WeatherService and UserService

Spring MCP Server

spring-ai-mcp-server

A Java implementation of Zerodha's Kite trading API as a Model Context Protocol (MCP) server using Spring Boot. This project enables AI agents to interact with the Kite trading platform through a standardized protocol, providing authentication and portfolio data access tools. Inspired by the official Go implementation.

MCP server example for Agentic AI demo

RagWiser is a Retrieval Augmented Generation (RAG) system built with Spring Boot that enables users to upload PDF documents, process them, and ask questions about their content using natural language.

This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring series framework

This repository contains a project to implement mcp server in spring for google drive

Spring AI integration with GitHub MCP server and LLM model - Proof of Concept

A demo mcp server

Remote MCP (Model Context Protocol) server built with Spring Boot and SSE. Demonstrates how to register tools, configure endpoints, and stream results to connected LLM clients using the Spring AI MCP SDK.

MCP server for Spring Initializr

基于Spring AI 封装了 mcp-client 服务，目的使web网页智能体也能通过 stdio 和 HTTP SSE（Server-Sent Events） 与 MCP Server 进行交互。项目实现了自动化的连接管理机制，包括自动初始化连接、健康检查、超时关闭以及链接复用等功能

Sample of an MCP server using Spring AI with Java

mcp-neo4j-server-sse-java is an MCP server implemented by Java using SSE (Server-Sent Events) server transport or STDIO transport as the transport protocol.

MCP server that manages Google Drive

MCP server using Spring-AI

MCP Java Client/Server using Spring AI

A Spring Boot implementation of the Model Context Protocol (MCP) that enables AI agents like GitHub Copilot to access weather data. Demonstrates building a custom MCP server that connects AI models to weather APIs through standardised tools, complete with VS Code integration examples.

Build your own mcp server with spring ai

使用Spring boot (ai) 搭建的 MCP Server Demo

整合国内阿里百炼模型，提供了基于stdio和sse方式的mcp client和mcp server

MCP Server

A basic implementation of MCP server using Spring Boot

LLM MCP service using Springboot Java

Java 实现 MCP Server 示例

This MCP server implemented with spring AI and Oracle DB is mainly focused in learning and testing purpose

🍀 🤖 Spring Boot AI - Evaluation Testing

Spring Boot AI Cloudflare R2 MCP Server - 一个基于Spring Boot和Spring AI的Cloudflare R2对象存储MCP服务器实现

基于 spring ai 的mysql mcp server

Compose and generate effortlessly MCP servers from any OpenAPI specifications

This is MCP Server Code

This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring series framework

A Spring Boot application exposing OWASP ZAP as an MCP (Model Context Protocol) server. It lets any MCP‑compatible AI agent (e.g., Claude Desktop, Cursor) orchestrate ZAP actions—spider, active scan, import OpenAPI specs, and generate reports.

🔌 MCP Server providing Java Conference data (CFP, dates, and more) using Spring Boot/AI by parsing GitHub Markdown.

OAuth2 Authorization Server with Spring Boot 3 and Java 24

🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% smaller; Compatible with java8 ~ java24. (Replaceable spring)

Spring Cloud OSB Implementation of an Open Service Broker for MCP Servers

test

A Redis Management and Control Protocol (MCP) server implementation using Spring Boot and Spring AI

Automatically generate an MCP Server from existing source code, service classes, helper methods, and external MCP tools. The MCP Mediator aggregates various sources and tools into a unified system, enabling seamless automatic generation of a complete MCP Server.

This is a revolutionary AI MCP plugin with excellent pluggable and encapsulated features. With just a few lines of configuration, it can easily integrate into your Spring boot web program and give it MCP capabilities,inheriting the powerful engineering capabilities of the Spring series framework

Java Spring Boot simple MCP server implementation

MCP Server Examples: Built using pure MCP Java SDK – No Spring Framework Required

A Model Context Protocol (MCP) server implementation that integrates with Onspring's API, allowing AI assistants to access and manipulate data stored in Onspring instances.

A Spring AI mcp-server Demo

基于 Spring AI 的面试鸭搜索题目的 MCP Server 服务，快速让 AI 搜索企业面试真题和答案

Trying out new MCP server feature using spring boot

a tiny minecraft mcp server, using the rcon interface

这是一个基于Spring Boot的SQL服务应用，用于执行SQL查询并将结果写入文件。该服务作为Spring AI MCP（Model, Chat, Prompt）框架的一部分，提供了SQL查询和更新操作的功能。

MCP server for find agoda hotel reviews

스프링부트와 AI를 활용한 엑셀, PPT 생성 서버

backported Model Context Protocol SDK for Java8

Sample Spring AI MCP Server project built for fun and experimentation. 🚀 It implements basic CRUD operations using an in-memory data store with dummy Person data. 🤖

This repo has the demo mcp server for spring ai vibe coding

MCP Server Practice

A Spring Boot AI-powered Model Context Protocol Server for interacting with Confluence Cloud

A Spring Boot AI-powered Model Context Protocol Server for interacting with MongoDB

A Spring Boot application for interacting with MCP servers using Spring AI Chat Client and Rest Controller

Simple MCP Server w/ Shell Exec. Connect to Local via Ngrok, or Host Ubuntu24 Container via Docker

A template idea project by springboot、mcp (server)、junit，including junit test methods.

spring ai example. mcp server, agentic ai.

A MCP (model context protocol) server that gives the LLM access to and knowledge about databases

Showcases how to integrate Spring AI's support for MCP (Model Context Protocol) within Spring Boot applications, covering both server-side and client-side implementations.

A demonstration of A Spring Boot/AI MCP Server that tracks Bitcoin prices using CoinGecko APIs (api.coingecko.com/api/v3)

MCP Server Sample

This multi-module project hosts a client code-generated from an OpenAPI derivative of the ResOs API combined with a Spring AI implementation. It also includes an MCP server, MCP client configuration for use with Claude and a standalone ReactJS powered chatbot UI.

Hello World MCP Server

mcp client application that utilizes spring ai and anthropic claude models. it integrates with mcp protocol-supported servers to enable ai-powered chat interactions.

Host with MCP client to call MCP servers for MCP development

A MCP server for playing chess

Java SDK for the Model Context Protocol (MCP), providing seamless integration between Java and Spring applications and MCP-compliant AI models and tools.