modelcontextprotocol

🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% smaller; Compatible with java8 ~ java26; Supports LTS. (Replaceable spring)

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.

Automatically generate an MCP Server from existing source code, service classes, helper methods, and external MCP tools. The MCP Mediator aggregates various sources and tools into a unified system, enabling seamless automatic generation of a complete MCP Server.

AI Architecture: Building standardized AI-context systems via MCP (Spring AI & Python SDK).

Graph based implementation of the Model Context Protocol Memory Server

A Model Context Protocol (MCP) server (using java sdk 0.11.0) that provides email sending capabilities through SMTP integration. This server acts as a bridge between MCP-compatible AI assistants (like Claude Desktop) and email services.

Model Context Protocol (MCP) Server for the Open Movie Database (OMDB) API.

A Spring Boot client for performance testing AI agents using MCP (Model Context Protocol). Measures response times, token efficiency, costs, and dataset quality for dataset generation tasks, with automated standards updates and evaluation.

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.

Convert REST API to MCP Tools by uploading OpenAPI Specification using Spring AI and Spring Boot

OpenMetadata MCP compatible with version 1.3.3

Connect to Multiple MCP in Multiple Programming Language