ReDel is a toolkit for researchers and developers to build, iterate on, and analyze recursive multi-agent systems. (EMNLP 2024 Demo)

Multi-agent system (MAS) hijacking demos

Demo application for an event-driven multi-agent system for handling lead processing using an orchestrator built in Flink

A2A Mastra Demo - Multi-Agent System with Amazon Bedrock

Complete demo of Google ADK Visual Agent Builder with multi-agent research system

A complete LangGraph multi-agent system demo using SQL tools, Tavily search, MCP Toolbox, and OpenRouter models — with reproducible notebooks and a full supervisor-led agent workflow.

Demo implementation for 《Large Language Model Enhanced Multi-Agent Systems for 6G Communications》

A production-oriented course repository that walks through building a multi-agent chatbot from scratch. Covers backend APIs, agent orchestration, tool-using agents, streaming, authentication, infrastructure, and frontend integration—going beyond demos to real-world systems.

A Multi-Agent Research System using Claude Code Skills. it is inspired by Anthropic claude-agent-sdk-demos

Using CrewAI and RAG to build a senior high school QA System and leetcode solver

Building Enterprise Multi-Agent AI Systems Locally - Oxford AI Summit 2025 Presentation & Demo

Multi-AI Agent Energy Management System with HILS simulation, Hybrid AI (ML+LLM), and MCP Runtime - Real-time visualization demo for smart grid optimization

A multi-agent RAG system for auditable token/subsidy distribution. Using Groth16 zero-knowledge proofs, it verifies income tiers without exposing details. A hybrid on/off-chain design ensures transparency, with a full ZK pipeline and demo. The prototype serves as a reusable “auditable distribution engine” for aid and scholarships.

[Hitachi Digital Services] Demo on LangGraph-based Lightweight Multi-Agent System

Demo application for an event-driven multi-agent system for handling lead processing

Multi-agent LLM quantitative trading system using 4 models (GPT, Claude, Gemini, DeepSeek) with MT5 demo execution

A production-grade demo of a multi-agent system showcasing Agent Communication Protocol (ACP) and Model Context Protocol (MCP) capabilities through a collaborative research workflow.

Prototype constitutions, attestation loops, and demos for multi-agent systems with value drift checks, protected-entity safeguards, and interaction alignment.

Multi Agent System Demo

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Multi-agent email support system demo built on AgentMail infrastructure.

Store monitoring multi-agent system with database-backed tools and a minimal one-command demo.

AI-powered Sales Engineering Copilot — a multi-agent system that automates account research, pre-call preparation, demo planning, and deal intelligence for Sales Engineers.

Teaching demo: 3 AI agents break a codebase without coordination, then fix it with a blackboard + control shell. For the 16 Pillars of Multi-Agent Systems workshop.

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Demo of local multi agent system

A React demo app for VersionHQ multi-agent RAG system.

Demo multi-agent system for the actor based 2APL platform.

Interactive AI systems demos: ERS, Multi-agent calibration, Cooking workflow

AgentCore RAI Demo - Bedrock Guardrails implementation for multi-agent AI systems