MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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A Spring Boot AI-powered Model Context Protocol Server for interacting with MongoDB
★ 1 -
spring-boot-ai-confluence-mcp-servergithub.com/BootcampToProd/spring-boot-ai-confluence-mcp-serverstale
A Spring Boot AI-powered Model Context Protocol Server for interacting with Confluence Cloud
★ 4 -
spring_boot_ai_mcp_servergithub.com/nagachary/spring_boot_ai_mcp_serverupdated this year
Spring Boot AI MCP Server Project
MIT -
mcp-spring-boot-actuatorgithub.com/dmitriusan/mcp-spring-boot-actuatorupdated this year
MCP server for Spring Boot Actuator analysis — health, metrics, environment, and bean diagnostics
npm MIT -
spring-boot-todo-appgithub.com/milan-vishnoi/spring-boot-todo-appupdated this year
An AI-enabled Spring Boot To-Do application featuring Model Context Protocol (MCP) endpoints, allowing AI agents like Codex to interact with and manage tasks directly.
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Spring Boot MCP server — connects existing Java services to AI agents (Claude, Copilot, Cursor) via SSE and stdio. Production-ready with database, REST API, and file system tools.
★ 1 -
Ask about Borsa Istanbul (BIST) stocks in plain Turkish or English. A Spring AI agent REST API (OpenAI or Anthropic) turns the question into tool calls on a Spring Boot MCP server (findSymbol, getQuote, getHistory) backed by TradingView and Yahoo Finance, and returns a grounded answer with the delayed market data as JSON.
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The missing developer UI for Spring Boot and Quarkus!
Apache-2.0 ★ 335 -
Upgrade Spring Boot 2.7→3.5/4.0 (Maven or Gradle) with your tests as the judge, and map large Java/Spring/Angular codebases (architecture, data model, API, hotspots), every claim cited. MCP server included.
npm Apache-2.0 -
A basic implementation of MCP server using Spring Boot
MIT -
Read-only, sanitized Spring Boot runtime diagnostics for coding agents over MCP.
pypi Apache-2.0 -
mcp-spring-samplegithub.com/ykpraveen/mcp-spring-sampleupdated this year
A complete AI chat application with Spring Boot backend and React frontend, powered by Spring AI and Model Context Protocol (MCP)
★ 1 -
Demo project for Spring AI MCP, providing a clean and minimal setup for exposing server-side tools over the Model Context Protocol using a lightweight Spring Boot integration.
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A Spring Boot demo project for implementing Server-Sent Events (SSE) with an MCP (Message Control Protocol) server. Explore real-time data streaming and event-driven architecture in Java using this hands-on example.
★ 3 -
Enhanced MCP server for Spring Boot and Spring AI documentation with advanced features, intelligent caching, and comprehensive ecosystem coverage
npm MIT -
us-weather-mcp-claude-desktopgithub.com/mateoromerocontreras/us-weather-mcp-claude-desktopupdated this year
A lightweight Model Context Protocol (MCP) server built with Spring Boot and Spring AI.
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Model Context Protocol (MCP) server built with Spring Boot 4 & Spring AI — exposes real-world tools (live weather via Open-Meteo) over Streamable HTTP for Claude and other AI clients.
MIT -
Spring Boot 4 REST API with Spring Data JPA, backed by Postgres running in Docker Compose wrapped with Spring AI MCP Server layer
Apache-2.0 ★ 1 -
🔌 MCP Server providing Java Conference data (CFP, dates, and more) using Spring Boot/AI by parsing GitHub Markdown.
★ 3 -
An E-Commerce MCP tool server built with Spring Boot, Spring AI, and JPA, allowing AI agents to browse products, manage carts, and place orders via natural language
MIT -
Explainable, RAG-based resume ranking against a job description. Spring Boot 3.5 + Spring AI, OpenAI embeddings and pgvector, LLM scoring with strengths, gaps and rationale, also exposed as an MCP server for AI agents.
MIT -
Un serveur Model Context Protocol (MCP) public qui donne accès à toute la documentation Spring Boot
MIT ★ 23 -
🧭 MCP server built with Spring Boot, Spring AI and Gemini to manage your job search: track applications, analyse skill gaps against each posting and prepare for interviews. PostgreSQL + Docker.
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Read-only MCP server that lets AI assistants diagnose PostgreSQL performance: slow queries, EXPLAIN plans, index advice, locks, and the queries inside database functions. Java 25 · Spring Boot 4 · Spring AI
MIT -
Legal-first scholarly discovery with verified open-access links, persistent research libraries, and MCP tools for AI agents — built with Java/Spring Boot, Next.js, and PostgreSQL/pgvector.
NOASSERTION -
greengrub-mcp-servergithub.com/Antika7/greengrub-mcp-serverupdated this year
A Spring Boot MCP (Model Context Protocol) server that exposes real-time hunger relief coordination tools — connecting MCP Clients to greengrub microservices
MIT -
AI-Powered Java/Spring Boot code review API with Alipay AI Pay support.
MIT -
A Spring Boot application that integrates with Zerodha's Kite Connect API to provide trading capabilities through Model Context Protocol (MCP).
★ 1 -
Multi-tenant chaos-engineering / API-resilience control plane, demonstrating fault injection, optimistic concurrency, Kafka-driven execution, and distributed-systems resilience. Java 21, Spring Boot 4, Kafka, transactional outbox, CAS fencing, embedded MCP server. Lab benchmarks only.
MIT ★ 1 -
pkbgithub.com/JohnPengC/pkbactive
个人知识库：文档/网页 → LLM 提炼（可选原文直存）→ 双索引混合检索 → RAG 问答 + MCP Server 外挂 AI 编程工具 | Java 17 · Spring Boot 3 · Vue 3 · PGvector
MIT -
This project exposes simple MCP-style HTTP endpoints for listing tools and calling a file search tool. These mirror MCP tool semantics over HTTP for easy integration in Spring Boot.
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Production-oriented AI finance platform built with Java 21, Spring Boot, Spring AI, OpenAI, and MCP, combining LLM-powered natural-language interactions, dynamic tool discovery, real-time financial data, and scalable event-driven services.
★ 3 -
Deterministic cross-language API contract verification and autonomous AST impact engine for Java Spring Boot and TypeScript/Angular/React
npm SEE LICENSE IN LICENSE -
A Spring Boot application that implements the Model Context Protocol (MCP) server, providing AI-powered tools for different platforms. This server can be integrated with Claude Desktop and other MCP-compatible clients.
MIT -
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.
★ 2 -
mcp-demo-refrigerator-inventory-mgmtgithub.com/abchatterjee7/mcp-demo-refrigerator-inventory-mgmtstale
The Refrigerator Inventory Management project uses the Model Context Protocol (MCP) framework, integrating an AI chatbot with a Spring Boot application. MCP clients connect to a server, which queries a local database (PostgreSQL), and receive answers from an AI model, providing inventory management functionality for refrigerators.
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n1nja-mcpgithub.com/luk-s12/n1nja-mcpupdated this year
MCP server that detects Hibernate/JPA N+1 queries, slow queries and SQL anti-patterns in Spring Boot apps — and points to the exact line of Java code causing them. Works with Claude Code & Claude Desktop. Fixes included.
MIT -
mcp-spring-aigithub.com/sasmithx/mcp-spring-aiupdated this year
MCP Spring AI - A headless Spring Boot implementation of the Model Context Protocol (MCP) specification, featuring enterprise-grade logging, structured error handling, and built-in product management services for seamless AI integration.
MIT ★ 1 -
Read-only, sanitized Spring Boot runtime diagnostics (beans, conditions, routes, health, migrations, startup, config, OpenAPI, drift) for coding agents over MCP
Apache-2.0 ★ 1 -
MCP server for AI agents: live JDK javadoc, Spring Boot reference docs, guides, Initializr and Maven Central — fetched live, cached, returned as clean markdown.
MIT -
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. Built with Spring Boot and Spring AI, this server enables seamless integration between AI assistants and Apache Druid through standardized MCP protocol.
Apache-2.0 ★ 18 -
Upgrade Spring Boot 2.7→3.5/4.0 with your tests as the judge, and map large Java/Spring/Angular codebases (architecture, data model, API, hotspots), every claim cited. MCP server.
npm Apache-2.0 -
devctl-mcpgithub.com/adarsh-devappsys/devctl-mcpupdated this year
An MCP (Model Context Protocol) server that lets Claude manage long-running dev processes seamlessly — across Flutter, Next.js, Spring Boot, Vite, and any custom stack.
★ 1 -
StagePassgithub.com/ArunKumar235/StagePassupdated this year
Distributed Concert Ticket Booking System | MCP | Spring Boot · Kafka · Redis · PostgreSQL · Docker · Grafana k6 · Razorpay
★ 2 -
RAG-assistantgithub.com/MedBenDakkoum/RAG-assistantupdated this year
AI-powered knowledge assistant for SMEs, built with Spring Boot & Angular, combining RAG and MCP to deliver accurate, hallucination-free answers from company documents.
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一个基于Spring Boot + Spring AI的图片搜索 MCP Server。它把「从 Pexels 搜索图片」的能力以标准 MCP 协议暴露出来，任何支持 MCP 的 AI 客户端（Trae、Claude、Cherry Studio 等）都能直接调用。
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anchorgithub.com/myrddian/anchorupdated this year
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.
Apache-2.0 ★ 3 -
Model Context Protocol (MCP) server of ad-ops tools plus a multi-agent campaign planner, built with Kotlin, Spring Boot, Kafka and OpenTelemetry. In active development.
MIT -
BankForgegithub.com/Harry-Zhao-AU/BankForgeupdated this year
Australian core banking sandbox: Spring Boot microservices with Saga/Outbox/CDC, Istio service mesh, full observability stack( Jaeger + Prometheus + Loki + Grafana), and a Claude MCP server for AI-driven root cause analysis.
★ 15 -
Zero-CGO Go 1.26 CLI & MCP Server for X.509 PKI, Mutual TLS (mTLS), OpenSSH User/Host CAs, Free Public ACME v2, and 7 target platform scaffolds (FastAPI, Spring Boot, MCP, NGINX, Vite, Proxmox VE, OpenSSH)
MIT -
Template Spring Boot 4 / Java 21 helpdesk API: one service and persistence layer behind three interfaces — JSON REST, binary Protobuf over plain HTTP, and an embedded MCP server with AI assistant tools. PostgreSQL 18, Flyway, Vault, Testcontainers.
MIT -
imap-mcpgithub.com/schmikolai/imap-mcpupdated this year
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.
AGPL-3.0 -
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) and text extraction, file listing, and metadata retrieval via MCP-compliant tools and REST APIs. Built with Spring Boot, Jetty, and MCP SDK.
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LLM MCP service using Springboot Java
★ 1 -
MCP server using Spring-AI
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Spring Based Hello World MCP Server
Apache-2.0 -
Spring AI integration with MCP (Model Context Protocol)
★ 1 -
Spring AI MCP Server and Client
MIT ★ 1 -
Build your own mcp server with spring ai
★ 6 -
Telegram MCP Server