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MCP servers tagged spring-ai

184 live MCP servers tagged "spring-ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with spring-ai.

184
live servers
37
avg trust
2.7K
most stars
1

Xiaozhi Esp32 Server Java

joey-zhou

小智ESP32的Java企业级管理平台,提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案

★ 1.4Kupdated 21 days agoMIT
94
2

Yu AI Agent

liyupi

编程导航 AI 开发实战新项目,基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus,覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、AI…

★ 2.7Kupdated 9 months ago
78
3

Spring AI Playground

spring-ai-community

Safe local execution layer for AI agent tools. Build and test-run MCP tools (no pass, no run), serve them from a built-in MCP server, and use them in Agentic Chat with RAG, human-…

★ 145updated 26 days agoApache-2.0
77
4

iunera/druid-mcp-server

iunera

A comprehensive Model Context Protocol (MCP) server for Apache Druid that provides extensive tools, resources, and AI-assisted prompts for managing and analyzing Druid clusters. B…

★ 18updated a month agoApache-2.0
75
5

Mianshiya Server

yuyuanweb

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

★ 141updated a year agoMIT
70
6

Zap Server

dtkmn

Give AI agents a safe, self-hosted ZAP operator for guided web security scans, findings, reports, and production guardrails.

★ 67updated yesterdayApache-2.0
69
7

In Action

huangjia2019

极客时间MCP新课已经上线!超2000同学一起开启MCP学习之旅!

★ 128updated a year ago
67
8

Spring AI Alibaba

Agentic AI Framework for Java Developers

64
9

Agents Flex

Agents-flex is A Lightweight Java AI Application Development Framework.

64
10

Iot Dc3

IoT DC3 is a multi-protocol, cloud-native, AI-powered, open-source industrial IoT platform evolving toward AI agents. A complete IoT system solution: device connectivity, data acq…

64
11

LLM Apps Java Spring AI

Samples showing how to build Java applications powered by Generative AI and LLMs using Spring AI and Spring Boot.

59
12

Awesome Spring AI

A curated list of awesome resources, tools, tutorials, and projects for building generative AI applications using Spring AI

59
13

Memind

Self-evolving cognitive memory and context engine for AI agents in Java. Empowering 24/7 proactive agents like OpenClaw with understanding and SOTA performance.

59
14

Auto MCP Client

Chen-speculation

A Go library implementation of the Model Controller Protocol (MCP). This library allows developers to easily parse MCP service configurations, generate corresponding MCP clients,…

★ 47updated a year agoNOASSERTION
54
15

AI Agent

OWWZO

一个面向全网研究与复杂数据分析的云端智能体,能在公开网络、YouTube、BiliBili、X、小红书、Hacker News上研究任何主题 。项目wiki:https://zread.ai/OWWZO/ai-agent

★ 201updated 9 days ago
52
16

Spring AI Chat

为你的Spring Ai快速添加聊天界面

52
17

Spring AI Loom Agent

A Spring Boot auto-configuration library that injects RAG knowledge base, MCP tool calling, and Skill library into Spring AI applications with an out-of-the-box chat UI.

52
18

EnterpriseAgentFramework

Enterprise AI Capability Platform for Java/Spring Boot. Register business APIs as governed AI capabilities, compose Agents with GraphSpec, Runtime, MCP/A2A/Gateway, RunOps and Tra…

52
19

Spring Boot Skills

Production-grade Claude Code and Codex skills for Spring Boot developers

52
20

Iam MCP Server

alejandrogarcia-hub

Individual Applicant Mesh MCP Server

★ 1updated a year agoMIT
51
21

Jeecg AI

【AI应用平台】一个AI应用与零代码结合体,旨在帮助开发者快速构建和部署AI 应用和零代码搭建!功能涵盖:AI应用、零代码搭建、AI报表、AI大屏、AI仪表盘、Chat2BI报表

44
22

Rag Agent Platform

基于 Spring Boot 3.5、Java 17 与 React 的企业级 RAG Agent 平台:自研 BM25 + 向量混合检索、RRF/BGE 精排、流式对话、Tool Calling/Workflow、JWT RBAC、MySQL/Redis 持久化与可观测性。

44
23

Auto MCP Client

down-to-earth1994

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

★ 12updated a year ago
39
24

Infobip Openapi MCP

Infobip OpenAPI MCP is a framework for exposing OpenAPI documented HTTP APIs as MCP servers. It is based on Spring AI and made to run as a Spring Boot application. It is powering…

39
25

Springboot AI MCP Example

Example Spring AI Model Context Protocol (MCP)

39
26

Spring AI Privacy Guardrails

Privacy guardrails for Spring AI: request-scoped PII tokenization and least-privilege disclosure across model/tool calls, with Presidio and JVM-local OpenNLP.

39
27

Spring AI Apps

Sample Spring AI Applications

39
28

Agent Loop

Cross-language stateful AI agent loop built with Spring Boot 4, Java 25, and Python FastMCP. Connects local Ollama LLMs with sandboxed, resource-guarded filesystem tools using the…

39
29

Java Agent Study

从 Java 开发者到 AI Agent 工程师的 30 天实战之路 | Spring Boot + Spring AI + MCP + Multi-Agent

39
30

Zhuling

ZhuLing — Zero-config AI Agent framework for Java. One YAML to launch Agents on Spring AI + DDD, with MCP tools, full observability and a ReAct core. Ai Agent 快速开发框架

39
31

Tool Gateway

A secure MCP gateway that adds RBAC, audit trails, and human-in-the-loop confirmation to AI tool calls

★ 1
37
32

AI

di-framework

Declarative library for building AI applications

updated 5 days ago
37
33

Framework Compare

java-ai-in-action

Spring AI vs LangChain4j vs SAA 三框架同台对比(配套篇2)

★ 8updated 25 days ago
34
34

Kdrant

NaCode-Studios

Coroutine-first Kotlin client for Qdrant, plus an MCP server for it that is a static binary instead of a Python runtime. Suspend APIs, a typed filter DSL, REST or opt-in gRPC behi…

★ 6updated a month ago
34
35

Fei AI Agent

flyflyaba

针对有旅行意愿,但是没有时间规划行程,或在旅途中想要获得帮助建议等问题,开发了一个基于Spring AI框架的智能旅游咨询平台。项目采用RAG检索增强生成技术构建专业知识库,通过Tool Calling、MCP协议集成多种外部工具服务,实现具备自主规划能力的AI Agent智能体,为用户提供旅行方面困惑的咨询服务。

★ 5
34
36

Agentguard

Amaljeevs

Language-neutral authorization and governance framework for AI agents, Spring AI, and Model Context Protocol (MCP)

★ 4updated 5 days ago
34
37

Java AI Cookbook

alxkm

Runnable, minimal LLM examples for Java - Spring AI & LangChain4j. RAG, agents, MCP servers, tool calling, structured output, evals. One folder = one command.

★ 3updated 2 days ago
34
38

Spring MCP Demo

SpringBoot AI MCP 1.0 集成高德天气预报完整方案

★ 2
34
39

Explore AI

felixzhu97

A platform for conversational AI with chat, RAG, tool calling, and quality evaluation. It is written in Java with Spring AI, and uses Angular on the frontend.

★ 2
34
40

Hlh AI Agent

Damon-HLH

基于 Spring Boot 3 + Spring AI + RAG + Tool Calling + MCP 构建的企业级 AI 智能体项目,包含「AI 恋爱大师」情感陪伴应用与「AI 超级智能体」两大核心能力。支持多轮对话、记忆持久化、RAG 知识库检索,并基于 ReAct 模式自主思考、规划并调用工具完成复杂任务。

★ 2
34
41

Spring AI MCP

rifatcakir

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…

★ 2updated a year ago
34
42

DB Server

JamesSmith888

A Spring AI-based MCP capable of executing any SQL query. 一个基于 Spring AI 的MCP服务,可执行任意 SQL。

★ 2updated 9 months ago
34
43

Atlassian MCP Server

rogervinas

🤖 Simple MCP Server for Atlassian Jira and Confluence

★ 2updated 8 months ago
34
44

Spring MCP Demo

dingdaoyi

SpringBoot AI MCP 1.0 集成高德天气预报完整方案

★ 2updated a year ago
34
45

Spring AI Playground

drissiOmar98

A collection of focused, self-contained Spring AI 2.0 + Spring Boot 4.1 demo projects — ChatClient vs ChatModel, structured output, custom advisors, guardrails, tool search, strea…

★ 2updated a month ago
34
46

Agentic Finance AI

benudhar03

Finance AI Service — a Spring Boot–based GenAI backend for a personal finance assistant, combining LLM chat, RAG-grounded document Q&A over uploaded financial documents (pgvector)…

★ 1
34
47

Spring AI Agent By Example

blckaddr

A Spring AI + MCP agent built phase by phase — a hands-on lesson in how agentic tool-calling loops really work: recovery, memory, async, and live streaming. Runs locally on Ollama…

★ 1
34
48

Spring AI Agent Book

JM-Lab

「스프링 AI 2.0으로 배우는 AI 에이전트 개발 완벽 가이드」(위키북스, 2026) 예제 코드. Spring AI 2.0.0 GA, Java 21, 올라마 로컬 모델로 실행.

★ 1
34
49

IntelliRide Spring AI

pallavi-sharma18

IntelliRide — Agentic AI ride-Booking backend (Java, Spring Boot, Spring AI, PostgreSQL/pgvector) Built a multi-agent system (supervisor + specialized Rider/Driver/Support agents…

★ 1
34
50

Spring AI MCP Chatbot Telegram

anlehtouf

Spring Boot chatbot integrating Spring AI, MCP, and Telegram to deliver intelligent conversations, tool-enabled workflows, and extensible AI features. Built for scalable, modern b…

★ 1updated 6 months ago
34
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