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Part 1. Real-Time LangGraph Agent with MCP Tool Execution

This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command Protocol) servers. The architecture enables a fl

MCP DEMO

This project demonstrates a client-server architecture using a custom MCP (Model Configuration Protocol) server integrated with MCP tools to dynamically generate and return React + TypeScript code.

Understanding MCP Architecture: Single-Server vs Multi-Server Clients

MCP architecture demo with single-server & multi-server clients using LangGraph, AI-driven tool calls, and async communication.

BRAINS OS - version MCP

A Serverless MCP implementation using SST, React and AWS.

NSAF MCP Server

The Neuro-Symbolic Autonomy Framework integrates neural, symbolic, and autonomous learning methods into a single, continuously evolving AI agent-building system. This prototype demonstrates the SCMA c

InsightFlow

InsightFlow - a real-time analytics dashboard server with an MCP (Message Control Protocol) architecture that integrates with AI services like Claude or Cursor. This solution enables real-time data an

Storm MCP Server with Sionic AI serverless RAG

Tinybird

Interact with Tinybird serverless ClickHouse platform

Getting Started with Remote MCP Servers using Azure Container Apps (Node.js/TypeScript)

This is a quick start guide that provides the basic building blocks to set up a remote Model Context Protocol (MCP) server using Azure Container Apps. The MCP server is built using Node.js and TypeScr

fg-mcp-server

以Serverless方式将热门MCP部署到FunctionGraph

RunPod

Manage your RunPod cloud resources directly through an MCP-compatible client. Create, list, update, start, stop, and delete pods, serverless endpoints, templates, network volumes, and container regist

RAG MCP Server (Lambda + OpenSearch Serverless)

MCP Servers on Serverless

mcp servers on serverless

Serverless Mcp

Neon

Interact with the Neon serverless Postgres platform

BILIVE

BILIVE 是基于 AI 技术的开源工具，专为 B 站直播录制与处理设计。工具支持自动录制直播、渲染弹幕和字幕，支持语音识别、自动切片精彩片段，生成有趣的标题和风格化的视频封面。BILIVE 能自动将处理后的视频投稿至 B 站，综合多种模态模型，兼容超低配置机器，无需 GPU 即可运行，适合个人用户和小型服务器使用。 1. Introduction Have you notice

Devstral

Devstral是Mistral AI和All Hands AI推出的专为软件工程任务设计的编程专用模型。Devstral在解决真实世界软件问题上表现出色，在SWE-Bench Verified基准测试中，得分46.8%大幅领先其他开源模型。Devstral支持处理复杂代码库中的上下文关系、识别组件间联系及发现细微的代码错误。Devstral轻量级，能在单个RTX 4090或32GB内存的Mac上