Alternatives to Java MCP SDK
The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI
Java MCP SDK is tagged Java, AI & LLMs. The servers below cover similar ground, ranked by how many tags they share with it, then by GitHub stars.
LaurieWired/GhidraMCP
by LaurieWired
ghidraMCP is an MCP server and Ghidra plugin that lets LLMs autonomously reverse engineer applications inside Ghidra. It exposes core Ghidra functionality to MCP clients, including decompiling and analyzing binaries, automatically renaming methods and data, and listing methods, classes, imports, and exports.
npx -y lauriewired-ghidramcpzinja-coder/jadx-ai-mcp
by zinja-coder
☕ 🏠 - JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.
npx -y zinja-coder-jadx-ai-mcpCanner/wren-engine
by Canner
🐍 🦀 🏠 - The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents
npx -y canner-wren-enginejtang613/GhidrAssistMCP
by jtang613
☕ 🏠 - A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no external dependencies.
npx -y jtang613-ghidrassistmcpwanaku-ai/wanaku
by wanaku-ai
☁️ 🏠 The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.
npx -y wanaku-ai-wanaku13bm/GhidraMCP
by 13bm
🐍 ☕ 🏠 - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analy
npx -y 13bm-ghidramcpthingsboard/thingsboard-mcp
by thingsboard
🎖️ ☕ ☁️ 🏠 🍎 🪟 🐧 - The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform.
npx -y thingsboard-thingsboard-mcpnetdata/netdata#Netdata
by netdata
🎖️ 🏠 ☁️ 📟 🍎 🪟 🐧 - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections
npx -y netdata-netdata-netdataupstash/context7
by upstash
📇 ☁️ - Up-to-date code documentation for LLMs and AI code editors.
npx -y ctx7oraios/serena
by oraios
🐍 🏠 - A fully-featured coding agent that relies on symbolic code operations by using language servers.
npx -y oraios-serenaPython MCP SDK
by modelcontextprotocol
The official Python SDK for the Model Context Protocol. With it, developers build MCP servers that expose tools, resources, and prompts to any MCP host, and MCP clients that connect to any MCP server, over the standard stdio, Streamable HTTP, and SSE transports; it requires Python 3.11+, and the optional CLI extra adds the mcp command-line tool (mcp dev, mcp run, mcp install). It is a development library, not a ready-made data server.
npx -y -y @modelcontextprotocol/inspectortopoteretes/cognee
by topoteretes
📇 🏠 - Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
npx -y topoteretes-cognee