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MCP servers tagged java-21

12 live MCP servers tagged "java-21", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with java-21.

12
live servers
35
avg trust
37
most stars
1

Tachyon

tachyonmcp

Fast dual-era framework-agnostic Model Context Protocol (MCP) runtime for Java and Kotlin. Streamable HTTP, native Netty transports, tools, tasks, resources, prompts, completions,…

★ 37updated 3 days agoApache-2.0
39
2

Tachyon

The fastest dual-era framework-agnostic Model Context Protocol (MCP) runtime for Java and Kotlin. Streamable HTTP, native Netty transports, tools, tasks, resources, prompts, compl…

★ 34
39
3

Jdk Migration

MCP server that orchestrates Java JDK 6/8 → 21 migrations with human-in-the-loop gates

37
4

Db2 MCP Server

marekpompura-ai-labs

Secure, observable Java 21 MCP server for governed read-only AI access to IBM Db2.

★ 1updated 10 days ago
34
5

Spring AI Showcase With Simple MCP Server

A Spring AI showcase with Chat and MCP-Server to experiment with the tools, ressources and prompts.

34
6

Springboot MCP Toolkit

Read-only MCP diagnostic server for Spring Boot — point any AI agent at your running service and ask it to debug production issues.

34
7

AI Managed Shopping List

An AI application that leverages the Model Context Protocol (MCP) to allow an LLM to manage a local PostgreSQL database via natural language.

34
8

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
9

KnowledgeGithubMCP

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

34
10

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
11

Ctxpress

XIAOXUsop

Agent 上下文压缩引擎(Java)—— 在工具输出/日志/RAG 片段进入 LLM 前做确定性、可审计、关键信息零丢失的压缩

34
12

Rocketmq

atengk

🚀 基于 Spring AI 2 与 Spring Boot 4 构建的 Apache RocketMQ 5 智能化 Model Context Protocol (MCP) 控制面服务端,支持 GraalVM 原生二进制与 npx 免安装秒开。

34
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