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MCP servers tagged java
502 live MCP servers tagged "java", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with java.
Java AI Cookbook
Runnable, minimal LLM examples for Java - Spring AI & LangChain4j. RAG, agents, MCP servers, tool calling, structured output, evals. One folder = one command.
Jvm MCP
Native Java Model Context Protocol (MCP) server for live Spring Boot inspection via Attach API.
Java Debug MCP
An MCP server that turns an LLM into a Java debugger via JDI — pre-declare the values you want before a breakpoint fires and get back a compact ▎ structured snapshot, no heap du…
Aidaemon
Lightweight AI framework providing access to mcps, skills, scheduled jobs, persistent memory etc.
Fastapi React Chat
Build a full-stack AI chat app using FastAPI, React, PostgreSQL, and OpenAI for scalable, maintainable, and intelligent web interaction.
Explore AI
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.
LWS Esp32 Factory
Manage ESP32 factory setup with auto certs, Wi‑Fi AP config, OTA updates, and Let’s Encrypt support in a <1MB image
DevMesh
可观测、可安全进化的智能编程 Agent 平台
Ashlar
Build AI-powered Minecraft Paper servers with MCP tools—no SSH, no mods, just one jar and a URL.
Circuit
Graph-backed code intelligence for coding agents — compiler-grade code structure wired to the git/PR/issue history that explains it, served over MCP.
Northstar
AI-native personal operating system for knowledge, planning, finance, study, habits, and automations.
Nessy
Nessy — an AI agent harness framework for Java
CodeMate
A terminal-first AI coding agent built with Java 17 — ReAct, DAG planning, multi-agent review, MCP, memory, RAG and human-in-the-loop safety.
Java Dev Tools
MCP Tools that can help on Java development
Java Refactoring MCP
Semantic Java refactoring for AI coding agents. Rename, move, extract, inline, pull up/push down and more — backed by Eclipse JDT, the same engine as IntelliJ and Eclipse. The IDE…
AI Agent Interview Question Bank
持续更新、来源可追溯、答案可协作维护的中文 AI Agent 开发面试题库
Yangqiong Agent Harness
泱穹 Agent Harness 是一套用纯 Java 构建的企业级 AI Agent 运行时开发框架，ReAct 循环、六大范式、子代理编排、持久化执行、安全护栏、全链路可观测。
Agent Framework
🤖 Orchestrate AI agents at scale using the MCP framework, enabling seamless context sharing, communication, and integration for enhanced collaboration.
Anchor
Source-grounded chunk validation as a primitive. Spring Boot service exposing two interfaces (LLM-to-LLM and human-facing) over the same hierarchical document model.
Java Debug MCP
An MCP server that turns an LLM into a Java debugger via JDI — pre-declare the values you want before a breakpoint fires and get back a compact ▎ structured snapshot, no heap du…
My Dashboard Be
Self-hosted personal workspace built with Java and Spring Boot, combining SSH terminals, remote desktops, file management, GitHub integration, service monitoring, database tools,…
AIDaemon
Lightweight AI framework providing access to mcps, skills, scheduled jobs, persistent memory etc.
Oracle Database
MCP server for Oracle Database. Introspect schemas, run SQL/DML, call PL/SQL, and diagnose performance over STDIO — with safety enforced by Oracle's least-privilege model.
Spring AI Playground
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…
Research MCP Server
# Research MCP Server
Clearbay
Multi-tenant 3PL operations API — tenant-scoped OAuth, inventory search, MCP tools, billing engine. Spring Boot + PostgreSQL + Redis.
JosmMCP
Experimental MCP bridge between JOSM and AI agents.
Hello Agents
从0到1原生手搓一个基于 Java 和 Spring Boot 的现代化 AI 智能体（Agent）开发框架
Java Sentient MCP
Giving AI Agents a Developer's Soul for Java. An MCP server that empowers LLMs with IDE-level consciousness via Eclipse JDT.LS. (为 AI Agent 注入开发者的 Java 灵魂。通过 JDT.LS 让大模型具备 IDE 级别的…
Comsol Research Workflow
中文自然语言驱动 COMSOL：Java 官方进度窗口 / MCP 原生 GUI，交付完整可视 MPH
Everspring MCP
everspring-mcp is a production-oriented Model Context Protocol (MCP) server built to provide AI agents with accurate, version-specific Spring ecosystem documentation. Its primary…
Light Database MCP Server
A multi-database Model Context Protocol server developed in Java that gives AI tools — Claude Code, Claude Desktop, or any MCP-compatible client — a unified interface to MySQL, SQ…
Spring AI Agent By Example
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…
Spring AI Agent Book
「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.
IntelliRide Spring AI
IntelliRide — Agentic AI ride-Booking backend (Java, Spring Boot, Spring AI, PostgreSQL/pgvector) Built a multi-agent system (supervisor + specialized Rider/Driver/Support agents…
DevGuard Enterprise
DevGuard Enterprise — AI Security Platform powered by DataHub. Autonomous AI agents for security analysis, graph reasoning, evidence-driven remediation, and enterprise governance.
GGMCP Control
GG 控制台：GameGuardian MCP Server (ggmcp) 的 Android 可视化客户端 —— 进程选择 / 内存搜索 / 修改 / 冻结 / 指针扫描 / Hex 转储，内置服务端二进制一键部署（需 Root）
Springboot MCP Gateway
Enterprise MCP gateway for Spring Boot: one governed endpoint in front of every MCP server, with authorization-aware tool discovery, quotas, audit and metrics.
Jdx
An IDE for AI agents — CLI that answers what a JVM classpath contains: inherited members, method bodies from sources or decompiled bytecode, find-usages, type and call hierarchy.
Aargrade
Safety-first CLI for Android SDK maintainers: migrate AGP versions, verify AAR compatibility, and test real Java/Kotlin consumers across Gradle toolchains.
Crosstalk MCP
A tiny cross-machine relay MCP server - a shared mailbox so coding agents on different machines can message each other (Java + Python editions).
Jvm Incident Agent
JVM incident analysis from thread dumps, GC logs and heap histograms - deterministic rules, evidence chain on every finding, runs offline.
Fluxmirror
Multi-agent activity audit for Claude Code, Gemini CLI, Qwen Code, and Claude Desktop MCP.
Barbershop AI Consultant
AI Booking Assistant
Cachly Java
Official Java SDK for cachly — persistent AI memory and managed Valkey/Redis with semantic caching. Free tier, EU-hosted.
Psychelink
?? PsycheLink - Mental-Health AI Companion: Intent Classification + Milvus RAG + SSE Streaming + Risk-Alert Closed Loop. Built with Spring Boot 3 / Spring AI.
Fluxzero Dev Server
Local development server for Fluxzero applications.
Gcf Kotlin
GCF Kotlin implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.
Github Copilot And Jenkins
Demo completo para integrar GitHub Copilot en Jenkins con plugin Java, pipelines de automatización y Dev Container.
Streamops Agent
AI-powered operations agent for Apache Flink streaming pipelines. Monitors Kafka and Flink metrics, detects anomalies, and recommends scaling and configuration actions via an MCP…