Python

Official A2A Python sample: MCP integration without frameworks showing minimal dependencies

Official A2A Python sample: MCP integration bridging Model Context Protocol with A2A

Official A2A Python sample: telemetry agent for monitoring A2A protocol communications

Official A2A Python sample: Google ADK agent deployed on Cloud Run infrastructure

Official A2A Python sample: expense reimbursement agent with Google ADK for finance workflows

Official A2A Python sample: Google ADK facts agent with knowledge retrieval capabilities

Official A2A python sample agent: Ag2

Official A2A Python sample: multi-agent Airbnb planning system for travel coordination

Official A2A Python sample: analytics agent for data insights and business intelligence

Official A2A Python sample: adversarial multi-agent system for debate and consensus building

Official A2A Python sample: Azure AI Foundry SDK agent for enterprise cloud AI services

Official A2A Python sample: BeeAI conversational agent with multi-turn chat support

Official A2A Python sample: Birthday planning agent using Google ADK for event coordination

Official A2A Python sample: content planning agent for editorial workflow automation

Official A2A Python sample: CrewAI agent implementation with multi-agent orchestration

Official A2A python sample agent: Dice Agent Grpc

Official A2A python sample agent: Dice Agent Rest

Official A2A Python sample: GitHub agent for repository automation and code management

Official A2A Python sample: headless authentication agent with secure credential handling

Official A2A Python sample: Hello World agent for learning A2A protocol fundamentals

Official A2A Python sample: LangGraph agent for stateful multi-agent workflows

Official A2A Python sample: LlamaIndex file chat agent with RAG and document understanding

Official A2A python sample agent: Marvin

Official A2A Python sample: MindsDB agent for predictive analytics and data intelligence

Official A2A python sample agent: Number Guessing Game

Official A2A Python sample: Semantic Kernel agent for enterprise AI orchestration

Official A2A Python sample: cryptographic signing and verification agent for secure comms

Official A2A Python sample: travel planning agent for itineraries and booking automation

Official A2A Python sample: Veo video generation agent with AI-powered content creation

Lightweight self-assembling AI agent framework with A2A protocol support and modularity

A2A x402 extension enabling cryptocurrency payments for AI agents with on-chain settlement

NL2SQL - Ask questions in plain English, get SQL queries and results. Powered by LangGraph.

Security scanner for A2A agents: detect threats and vulnerabilities in AI agent deployments

Build portable, scalable, and secure AI agents with FastAPI and A2A protocol support

我从A2A官方克隆下来，并加以修改的A2A实战代码示例，用于初学者入门教学，大家一起来A2A吧。

AgentX Python SDK: build multi-agent AI workforce with A2A protocol interoperability

Complete A2A protocol client and developer toolkit for building agent integrations

A cookiecutter template for Python agent projects that use uv for dependency management

Unified MCP Tool Graph providing structure and relevance to prevent tool confusion in workflows

Cloud-native AI agents orchestration platform. Build agent networks in no code, bring your own agents or connect one with A2A and MCP. Both self-hosted and Cloud-hosted.

A collection of Summoner clients and agents featuring example implementations and reusable templates

Cognisphere ADK is an AI agent development framework built on Google's Agent Development Kit (ADK)

Enterprise orchestrator on Google ADK and Vertex AI with multi-agent risk tiers and policy-driven workflows

Scalable agent registry for AI agents using A2A protocol AgentCard with semantic search. AWS serverless (Lambda, S3 Vectors, Bedrock). Python SDK & React Web UI.

Community-driven directory of AI agents using the A2A protocol for agent discovery

Azure-native A2A protocol demonstrator using Dapr, Kafka, and Python for agent coordination

kbs_agent_a2a 智能体协议适配中间件

A community-driven, open-source directory of live, hosted AI agents using the A2A Protocol

Multi-agent solution on Azure Container Apps using Google A2A protocol for cloud orchestration

🐇 The 'RabbitHole' framework provides the tools for asynchronous A2A communication and task management. 📡🐇 ✨ Build powerful AI agents that communicate and collaborate.

A2A protocol demo: Orchestrated AI agents for retail using Google ADK, LangGraph, and Vertex AI Search

A production-ready agent server built with LangGraph that implements the Agent-to-Agent (A2A) protocol

Task orchestration framework with unified execution specs. Pure orchestration without LLM dependencies

Build and deploy an autonomous Devto Agent capable of interacting with the Dev.to platform, powered by A2A (Agent-to-Agent) and MCP (Model Context Protocol)

AI agent examples run on AWS EKS. Shows Terraform, Vault, and Agent2Agent.

Open-source gateway and community to make AI agents interoperable using Google's A2A protocol – like Hugging Face, but for agents.

ADK to A2A relay sample: expose your ADK Agent as an A2A Server

Enable agentic workflows with A2A protocol for seamless AI agent interoperability

Open-source RAG platform with A2A protocol for building context-aware, auto-compliant AI agents

Deploy and manage multiple AI agents on a single A2A server for efficient orchestration

AI-powered news intelligence with 8 Vertex AI agents monitoring 50+ sources. Real-time executive dashboard, daily briefs, and smart alerts. Built on Firebase + A2A protocol.

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

Build a currency conversion agent with A2A Python SDK for real-time exchange rates

AgentRanking: reputation and quality scoring system for A2A ecosystem agents

Self-building AI agent with MCP server capabilities using Python and A2A protocol

Multi-agent customer support system with Google ADK & Gemini 2.5 Flash Lite. Kaggle capstone demonstrating 11+ concepts. Automates 80%+ queries, <10s response time.

Multi-agent GenerativeUI system built with Google AI and A2A protocol for dynamic interfaces

Ziran uses advanced attack methodologies including multi-phase trust exploitation and knowledge graph analysis to uncover vulnerabilities in AI agents before attackers do.

Implement A2A protocol over MQTT for distributed agent communication and messaging

Google A2A protocol demo where a CLI client works with a scheduling agent, which in turn coordinates three specialized player agents to arrange a Table Tennis game.

Agent-to-Agent Protocol Specification — agent:// URI scheme for AI agent identity and discovery

AG2A: AutoGen Agent-to-Agent - A library for AutoGen (AG2) agents with MCP capabilities exposed as A2A agents

This repository serves as a kit for learning how to build Agentic AI applications.

Notes on gen AI concepts and tools. POC on agentic AI with MCP, A2A, langGraph, langchain, openAI LLM, crewAI

24/7 job hunting agent with skill matching, notifications, and tailored CV generation using A2A

The official CapiscIO CLI tool for validating A2A agents. A lightweight Python wrapper that automatically manages the capiscio-core binary.

Runtime security middleware for A2A (Agent-to-Agent) protocol agents. Provides always-on validation, signature verification, and rate limiting for AI agent interactions.

A multi-gent system that provides comprehensive financial and corporate intelligence for publicly traded companies.

🤖 Streamline your debugging process with GENAI, an AI-driven assistant that helps identify and fix code issues efficiently.

🌍 Automate webpage content audits with GEO Agent Crew, extracting insights and optimization suggestions using cutting-edge AI tools for better online performance.

Scalable streaming multi-agent systems with A2A protocol, OpenAI SDK, and Dapr for cloud coordination

Multi-agent system for Kubernetes cost optimization using AI and A2A protocol coordination

Safety-first mental health AI agent with distress tracking and evidence-based techniques using A2A

Machine-to-machine protocol combining x402 payments, A2A, and MCP for agent coordination

An agentic AI assistant, that is helping users with math queries to solve and explain them to the user.

Multi-agent e-commerce on Google ADK with A2A protocol for consultation, inventory, and order automation

Automated daily news generator using LLMs and vendor search, with date-organized, source-backed articles.

MCP-based AI system for real-time weather data with Llama 3 and standardized tool invocation

This is a beginner friendly repo showing how to build multi-agent AI systems using the A2A protocol.

A distributed multi-agent system that orchestrates complex tasks across specialized AI agents using A2A (Agent-to-Agent) protocol, MCP (Model Context Protocol) and LangGraph.

a Python proof-of-concept (PoC) application for security formal verification of LLM Agents using Google A2A (Agent-to-Agent) protocol.

Learning project with A2A, CrewaAI and Huggingface

U.S. governance-inspired coordination strategies in multi-agent AI systems

Integrate A2A agents into LangChain/LangGraph with stateful conversations and streaming support

LlamaIndex conversational agent with A2A protocol: file parsing, multi-turn dialogue, and streaming

Travel planning system with A2A protocol: specialized agents for hotels, cars, currency, and coordination

Economic settlement extension for the A2A protocol — escrow-based token payments for agent-to-agent tasks.

this project provides a basic example of the A2A SDK. It contains a single agent and a test client that invokes it. This is a great starting point for understanding the fundamental concepts of creating and interacting with an A2A agent.

Educational A2A protocol demo with multi-agent storytelling: three AI agents collaborate on stories

Multi-agent security scanner using A2A and MCP for website vulnerability detection and reporting

Toy project to make Agentforce accessible via A2A protocol

Unified AI system with RAG, A2A protocol, and MCP for document processing and task delegation

AI Agent Discovery Platform — Find any AI agent by capability. 24K+ agents indexed.

OpenAGI AI agent fundamentals: build basic AI agents with A2A protocol integration

Production-grade multi-agent system that analyzes stocks using 6 specialized AI agents communicating via the Agent-to-Agent (A2A) protocol.

AI travel planner with MCP integration, A2A protocol, and multi-framework interoperability

🎥 Summarize YouTube videos into clear, actionable insights with AI, allowing you to grasp key points quickly and easily.

Agent-to-Agent (A2A) communication protocol for inter-agent coordination and a Model Context Protocol (MCP)-inspired architecture for interacting with external tool servers.

A command-line utility for interacting with A2A agents.

a Python framework for building and consuming Agent‑to‑Agent (A2A) servers. It draws inspiration from the popular FastMCP project but targets the A2A protocol directly.

Demo para o uso do protocolo A2A por meio de 4 agentes criados com Google ADK: Supervisor, Torcedor do Flu e do Fla e um Pesquisador, onde o Supervisor recebe uma ordem do Usuário com tempo determinado, e ordena aos Agentes Torcedores que iniciem o Debate, que poderão usar o Agente Pesquisador para aprimorar seu argumento

AI-powered market intelligence agent for crypto and forex analysis with comprehensive market summaries

Kai is an AI-powered investment analysis system that uses a multi-agent debate architecture to provide explainable, trustworthy, and data-driven investment insights.

AI-powered multi-agent system for creative content generation and studio workflow automation

Build multi-agent AI systems with Google's Agent Development Kit supporting A2A protocol

Multi-agent system built on the A2A (Agent-to-Agent) protocol that demonstrates distributed agent coordination for scheduling football games.

Build AI agents with advanced memory and inter-agent communication using the Muvius A2A framework

ADK-based SDR orchestration on Vertex AI Agent Engine. Routes leads through Research, Enrich, and Outreach agents with BYO data provider keys (Clay, Apollo, Clearbit).

AI peer-reviewed knowledge base with 18 journals, 6-stage review, and A2A Agent Card integration

Create remote chat agents using Agent2Agent protocol for distributed AI conversations

A lawyer for the agent economy. AI agents can request contract review, risk analysis, and legal guidance via A2A protocol.

A2A wrapper for Tencent SongGeneration on HuggingFace: AI music creation via A2A protocol

Multi-agent ops template: A2A protocol + Agent Cards + task delegation + OpenTelemetry observability

AI agent reimagining Tagore's poetry with modern historical context using A2A protocol

Collection of tools for LLM agents: API interactions, geolocation, weather data, and utility functions

Enterprise-grade Python authentication client for Traylinx Sentinel API with full A2A Protocol support