Wireshark-like forensic analysis for Model Context Protocol communications Capture, inspect, and investigate all HTTP requests and responses between your IDE and MCP servers

"Streamable HTTP" MCP server deployed on AWS Lambda and amazon API Gateway. The server provides a tool for Amazon Bedrock spend analysis.

Universal infinite memory layer for Developer AI assistants. One shared brain across Claude, Cursor, Windsurf & more. 100% local, built on MCP standard. Stop re-explaining context

A local AI task automation system built on Claude Code framework, exploring the limits of AI agents with full system resource control.

The Model Context Protocol is an open standard that enables developers to build secure, two-way connections between their data sources and AI-powered tools. The architecture is straightforward: developers can either expose their data through MCP servers or build AI applications (MCP clients) that connect to these servers.

Cognitive Task Orchestrator - GitOps for Agents

The llm_to_mcp_integration_engine is a communication layer designed to enhance the reliability of interactions between LLMs and tools (like MCP servers or functions).

A high-performance C++ implementation of the Model Communication Protocol server,which supports python plugins.

🔐 MCP RAPI - 企业级多租户API权限管理系统 | Enterprise Multi-tenant API Permission Management System with MCP Protocol Support

Chonost Manuscript OS คือระบบจัดการต้นฉบับอัจฉริยะที่ออกแบบมาเพื่อรองรับการทำงานร่วมกันระหว่าง AI agents, RAG pipelines และแอปพลิเคชันเดสก์ท็อปแบบ native โดยใช้สถาปัตยกรรม MCP (Modular Component Protocol) เพื่อให้ทุกส่วนของระบบสามารถสื่อสารกันได้อย่างเป็นอิสระและตรวจสอบได้

Production-ready Model Context Protocol (MCP) servers in Python, Go, and Rust for VS Code integration. Enables AI systems to interact with tools via standardized interfaces.

Modern web interface for Knowledge RAG System with MCP integration

Bridging JetBrains IDEs with Warp Terminal

Example of a RESTful Gilhari microservice providing ORM for JSON objects of User class

AI-powered task management framework with Claude Code integration, RAG-based context search, and autonomous workflow orchestration

An AI-powered crypto analytics platform integrating forecasting, sentiment, and on-chain intelligence, built with FastAPI, MCP protocol, and MLflow in a monolithic architecture.

🤖 Enterprise-grade AI agent framework with Tools4AI integration, web automation, and MCP protocol support. Features intelligent screenshot capture, meme generation, LinkedIn search, and real-time AI interactions. Built with Spring Boot, PostgreSQL, Redis, and Playwright automation. Perfect demonstration of modern Java/AI integration patterns

Lightweight MCP server for MetaTrader 5 that captures real chart screenshots and market data without browser automation.

可即時觀戰的台股 AI 交易模擬平台。系統以 OpenAI Agent SDK 與 Model Context Protocol (MCP) 為核心，結合 21 個台股專用 工具與多款大型語言模型，實現從研究、決策到交易執行的全流程自動化。