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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.

502
live servers
39
avg trust
48K
most stars
301

WhatsApp AI Bot

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 querie…

34
302

Spring AI Showcase With Chat And MCP Server

A Spring AI showcase with Chat and MCP-Server to experiment with the tools and see how good the LLM can access the local dataset and answer complex questions ranging multiple data…

34
303

Emotion Record Platform

This is my undergraduate graduation project. I decided to create a platform that allows users update their diary and use a pre-trained BERT model to analyze theri emotion, then im…

34
304

Mybatis Mapper2sql MCP Server

mybatis-mapper2sql mcp server

34
305

PDF Extractor Server

A Java-based server leveraging Apache Tika to extract content and metadata from files (PDF, DOCX, TXT, etc.) in a local files-to-extract directory. Supports HTML (with CSS styling…

34
306

Software Testing Agent

Software Testing Agent for Java codebases. Static code analysis, automatic standardized test generation, Jacoco report analysis

34
307

KnowledgeGithubMCP

MCP server that turns any GitHub repo into a AI knowledge base — no embeddings, no vector DB, one Docker container.

34
308

Maverick

Build modular position-independent C2 agents with Maverick using Crystal Palace and PICO modules for flexible shellcode component loading.

34
309

Vendas Ia MCP Java

Projeto para integração de servidor MCP + IA para banco de dados ecommerce

34
310

Agentic Planet

Build agentic AI workflows with curated tools, MCP server reviews, and technical recipes for software developers.

34
311

FastJavaThread

A Java thread dump analyzer for VS Code. Supports MCP.

34
312

Java Kotlin MCP Server Prototype

MCP server for PDF semantic search — drop a PDF in MinIO, it's auto-embedded (Ollama + pgvector) and queryable via hybrid vector+keyword retrieval.

34
313

Arthas MCP

MCP server that exposes Alibaba Arthas Java diagnostics to AI agents, with zero-config JVM auto-discovery

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314

Remit Mind

Autonomous AI-Powered Remittance Copilot & MCP Server

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315

Spring AI MCP Enterprise

Java MCP Server Framework - Spring Boot MCP enterprise implementation with SPI tool engine, RBAC security, SSE endpoints, Docker deployment. Spring AI Alibaba compatible.

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316

SlopMochi

Visualizes design smells & slop in AI code & manages its refactoring. Static analysis engine scores code on depth/ complexity/ cohesion/coupling as a KPI. Gives the agent a measu…

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317

Agent Guardrails Spring Boot Starter

Security & governance guardrails for MCP agents in Java — audit trail, agent-to-tool authorization, prompt-injection detection and rate limiting as a zero-config Spring Boot start…

34
318

SsuMCP

숭실대 공개·개인 데이터를 MCP 도구와 REST API로 제공하고 인증·동의·장애 격리를 관리하는 비공식 백엔드

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319

Spring Load Development

Java microservices sample application built with Spring Boot

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320

Frap

Deterministic UI engine for tests and agents — stable locators and self-healing without ML in core; optional LLM enhancements and MCP tools when you need them.

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321

Ledgermind

Java 21 / Spring Boot payments core: append-only double-entry ledger, idempotency and safe concurrency, plus an MCP server (OAuth 2.1) for AI-assisted auditing and post-quantum (M…

34
322

Gateway Core

Java governance contracts for MCP tool gateways; a library layer, not a proxy data plane.

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323

Arknet

DDD architectural models that machines can understand. W3C standards (RDF/OWL) rather than proprietary DSLs -- validatable (SHACL), queryable (SPARQL), AI-ready (MCP).

34
324

AzureDevopsCompanionMCP

Servidor MCP (Model Context Protocol) en Java para integrar Azure DevOps, exponiendo su API REST completa (proyectos, equipos, work items, boards, WIQL, adjuntos) a través de MCP…

34
325

Stella Incident Profiler

Open-source JavaFX desktop and MCP-enabled incident profiler for AWS-hosted Java web applications using JFR, OpenTelemetry, CloudWatch, ALB logs, and Aurora metrics.

34
326

Interview Prep Coach

AI-powered technical interview preparation system with progress tracking, adaptive learning, and self-improving material.

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327

ArwenForge

Java 21 library for profile-based RBAC on multi-agent MCP servers — least-privilege tool, resource, and prompt access with fail-closed execution.

34
328

Unified MCP Core Starter

An Java framework that turns your Spring Boot application into a fully compliant Model Context Protocol server for seamless LLM integration.

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329

BurpSuiteMcp

Local-first Burp Suite MCP extension for HTTP, WebSocket, Scanner and Collaborator workflows, with operator controls and complete AI activity auditing.

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330

Quarkus MCP Server Poc

🔌 A Model Context Protocol server in Java with Quarkus. Built to demo the protocol internals.

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331

Dscope Camel MCP

Apache Camel MCP component enabling Model Context Protocol client/server routes over HTTP/WebSocket.

34
332

Agent Runtime Lab

Secure, durable agent runtime in Java: validated DAG execution, sandboxed tools, MCP, approvals, crash recovery, evaluations and measured benchmarks.

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333

Dscope Camel Snowflake

Apache Camel component for Snowflake integration with JDBC pooling, key-pair auth, and MCP tooling support

34
334

Claude Code Session Ledger

Self-hosted web UI + MCP server that saves your Claude Code sessions as curated, versioned cards to browse and resume.

34
335

Cedar Artifact MCP

MCP server exposing the CEDAR artifact library's builders, readers, and renderers as composable tools for LLM orchestration.

34
336

Jdt MCP Server

MCP server exposing Eclipse JDT to AI coding assistants — 52 tools for navigation, refactoring and test execution. Standalone CLI, no Eclipse IDE.

34
337

Spring AI MCP Samples

Spring AI 与 MCP(stdio / WebFlux / OAuth2 等)集成示例集

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338

Attestly

Java-native memory layer for AI agents — Spring Boot Starter with audit trail, MCP-native for Claude Desktop / Cursor

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339

Ftc Toolchain

FTC Toolchain — MCP tools for AI-driven FTC robot development, deployment, and debugging

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340

Oci Log Analytics MCP

Java based MCP server to search and export logs from OCI Log Analytics

34
341

Orders Server

One order service as two MCP servers built with Spring AI: one tool per REST endpoint, and three tools designed for an agent. A client compares them on the same tasks. No API key…

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342

Code Security MCP

Security MCP server for AI agents — native per-language analysis: Kotlin (detekt), Java (SpotBugs), Python (Bandit), C# (Roslyn); diff review; secure patterns

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343

FsTamTam

Freeware Cross-Platform Data Exchange Framework, for FSX and Prepar3D cockpit makers

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344

Cyrene

一个基于 Java 的 垂类Agent 应用开发Harness,包含知识图谱,知识库,联网插件,生图等工具包,让你可以构建自己的产品代理。

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345

Spring AI MCP Entwickler.de

Spring AI and MCP examples — companion code for the German JavaMagazin article on entwickler.de.

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346

JAVA Ile Yapay Zeka Muhendisligi

Udemy eğitimi: JAVA ile Yapay Zeka Mühendisliği | Spring AI, RAG, LLM, MCP uygulamaları

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347

Spring AI Base

面向 Spring 生态的 AI 应用参考项目,提供多模型路由、工具调用、会话记忆与可扩展插件架构。

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348

AgentWrite

Multi-Agent AI Writing Workbench — Config-driven agent assembly with Google ADK, streaming output, personalized memory (Vector + BM25 + Reranker), and async task execution. Java 1…

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349

Mwb AI Claw

Local-first AI Agent framework in Java. ReAct loop, MCP tools, layered memory, multi-agent orchestration — run via Shell, Web or embed it.

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350

AgentOne

开源企业级 AI Agent 中台:模型接入 / 知识库 RAG / ReAct Agent / Skill 生态 / MCP / IM 机器人,一键私有部署

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