awesome-adk-agents
  
  
    Curated collection of AI agents built with Googleβs Agent Development Kit (ADK): templates, best practices, and production-ready examples for research, business, automation, education, and more. 
    https://github.com/sri-krishna-v/awesome-adk-agents
  
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π Learning Resources
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π Articles & Best Practices
- Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Choosing the Right Deployment Path for Your Google ADK Agents - Official Google Cloud guide comparing deployment strategies (Cloud Run vs Vertex AI vs GKE) for production ADK agents
 - Building Next-Gen AI Agents with Google ADK, MCP, RAG and Ollama - Comprehensive tutorial on building multi-agent chatbots integrating ADK + MCP + RAG + Ollama with step-by-step code and architecture diagrams
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Build a Python AI Agent in 15 Minutes with Google ADK and MongoDB Atlas Vector Search - Practical tutorial building a grocery shopping agent with ADK, MongoDB Vector Search, and Gemini 2.0 Flash
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - From Zero to Multi-Agents: A Beginner's Guide to Google ADK - Step-by-step beginner guide by Dr Sokratis Kartakis
 - Getting Started with ADK + AWS Bedrock - Step-by-step guide to run Bedrock models in ADK via LiteLLM
 - Getting started with ADK β Function tools - Glen Yu's walkthrough of ADK function-tool patterns
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 - Building a Knowledge Base from Your Codebase using Google ADK - Complete guide to building multi-agent documentation systems that automatically analyze codebases and generate structured knowledge bases using ADK's planner and writer agents
 
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π§ͺ Official Hands-on Learning
- Google ADK Codelabs - Interactive, guided tutorials with hands-on coding exercises from Google
 
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π Tutorials & Walkthroughs
- chongdashu/adk-mcp-a2a-crash-course - Complete multi-agent system with ADK + A2A + MCP integration, featuring Notion and ElevenLabs with full architecture, testing, and [YouTube](https://www.youtube.com/watch?v=s6-Ofu-uu2k) tutorial
 - mongodb-developer/MongoDB-ADK-Agents - Official MongoDB grocery shopping agent implementation with Vector Search, complete dataset, and step-by-step setup - companion repository for the MongoDB Atlas tutorial
 - datascalehq/datascale - Multi-agent documentation builder with planner and writer agents that automatically analyze codebases and generate structured knowledge bases - companion repository for the codebase documentation article
 - bhancockio/RAG-Agent-Tutorial - Complete RAG implementation with ADK and Vertex AI with [YouTube](https://www.youtube.com/watch?v=TvW4A0a75mw&t=14s) tutorial
 - bhancockio/MCP Integration Tutorial - Model Context Protocol (both local and remote) with ADK with [Youtube](https://www.youtube.com/watch?v=HkzOrj2qeXI&t=2362s) tutorial
 - meteatamel/adk-demos - Collection of demos and tutorials for Google's Agent Development Kit
 - sokart/adk-walkthrough - Step-by-step guides and examples using the open-source Python ADK framework
 
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π Quickstart Courses
- ADK Crash Course by Brandon Hancock - Fundamentals of ADK, from basics to advanced workflows and multi-agent systems with [Youtube](https://www.youtube.com/watch?v=P4VFL9nIaIA&t=2659s) tutorial
 - chongdashu/adk-made-simple - From basics to A2A integration with real world applications and projects
 - theailifestyle/google-adk-demos - Collection of practical demos showcasing various ADK features
 - A2A Crash Course by Brandon Hancock - Comprehensive guide to building agent-to-agent (A2A) communication using ADK with [Youtube](https://www.youtube.com/watch?v=mFkw3p5qSuA&t=172s) tutorial
 
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π₯ Video Content
- Google Launches an Agent SDK β ADK Deep Dive - Independent review comparing ADK to other agent SDKs
 - Introducing Agent Development Kit (ADK) - 3-minute product overview shown at launch
 - Getting started with ADK - 12-minute "hello-world" coding session from pip install to first agent
 
 
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π ADK Hackathon Winners
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ποΈ Key Features
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π₯ Grand Prize Winner ($15,000)
- TradeSage AI - Intelligent multi-agent financial analysis platform that revolutionizes trading hypothesis evaluation using ADK, Agent Engine, Cloud Run and Vertex AI
 
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π Regional Winners ($8,000 each)
- Energy Agent AI - Multi-agent AI transforming energy customer management through Google ADK orchestration
 - Edu.AI - Multi-agent educational system democratizing Brazil's education with autonomous AI agents
 - SalesShortcut - Comprehensive AI-powered Sales Development Representative system with multi-agent architecture
 - Bleach - Visual AI agent builder for Google ADK with plain English descriptions, visual design, and instant testing
 
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ποΈ Honorable Mentions ($1,000 each)
- Particle Physics Agent - Physics AI agent converting natural language into validated Feynman diagrams using real physical laws
 - GreenOps - Multi-agent system optimizing operational costs while reducing carbon emissions
 - Nexora-AI - Next-gen personalized education with interactive lessons, visuals, and smart AI support
 
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π Notable Submissions
- Lucilla AI Agent Game Studio - World's most comprehensive AI game agent platform with fully functional microservices
 - GuardianOS - Multi-agent compliance and monitoring system for privacy-preserving blockchain transactions
 - AgriFlow Nexus - AI-powered platform slashing SADC farm-to-market costs with price prediction and sustainability grading
 - DA-Forge - Autonomous developer agent turning text instructions into working automation workflows
 - Let's ON:DRIVE - Emotion-aware AI assistant preventing drowsy driving accidents
 - Vendo AI - Analytics co-pilot connecting to data and helping teams make faster, smarter decisions
 
 
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π Templates & Starters
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π Notable Submissions
- Yash-Kavaiya/google-adk-test-automation - Comprehensive ADK testing framework with automated conversation flows, session management, and detailed CSV reporting
 - GoogleCloudPlatform/agent-starter-pack - Production-ready Generative AI Agent templates for Google Cloud with ADK samples, comprehensive deployment infrastructure
 - kkdai/linebot-adk - LINE Bot template with Docker, Cloud Run deployment, and security configurations
 - phamvuhoang/google-adk-nextjs-starter - Next.js starter template for Google ADK projects with Angular frontend
 - abhishekkumar35/google-adk-nocode - Visual, no-code interface for creating AI agents (supports cloud and local Ollama models)
 
 
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π Community Excellence
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Integration & Advanced Patterns
- codeninja/Mongoose Migration Agent System - Multi-agent system for automated Mongoose database migration (v6βv8) with specialized agents and MCP integration
 - bhancockio/Voice-Enabled-Agent - Speech-to-text and voice interaction capabilities with G-Calendar integration and comprehensive setup documentation
 - RubensZimbres/A2A_ADK_MCP - Multi-Agent Systems using Google's ADK + A2A + MCP
 - serkanyasr/mcp-agent-tool-adapter - Converts MCP tools into Google ADK or LangGraph agents with streaming FastAPI/CLI
 
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Domain-Specific Applications
- RubensZimbres/Financial_ADK_Agent_Graph_Database - Multi-agent financial analytics with Neo4j graph database, SEC filings RAG, and ML stock predictions
 - ntg2208/production-ai-customer-support - Enterprise-grade multi-agent system with Policy Agent, Ticket Agent, and Master orchestrator featuring location intelligence, RAG knowledge base, and comprehensive tutorials
 - bhancockio/YouTube-Thumbnail-Agent - Automated thumbnail generation and optimization
 - AI Trends Analysis Pipeline - Comprehensive AI analysis pipeline using Exa Search, Tavily Search, Firecrawl and Nebius AI
 - Job Finder Agent - Sequential Agent using Mistral OCR, Linkup API and Nebius AI
 - Email ADK Agent - Email management and automation agent using Resend API
 - arjunprabhulal/MCP-Gemma-3-Agent - Gemma 3 leveraged by Ollama, MCP Youtube Search
 - sudsk/tradesage-mvp - Multi-agent trading hypothesis analysis system with 6 specialized agents and Cloud Run deployment
 - Ahsan462aggk/Medical_Search_Pro_Agent - Multi-agent biomedical research system with PubMed search, analysis, and email delivery
 - mtwn105/zerodha-mcp - Zerodha MCP Server & Client integrating Google ADK for financial applications
 - AashiDutt/Google-Agent-Development-Kit-Demo - ADK-powered travel planner
 - jenyss/google-adk-data-visualization-agent - Data visualization agent built with Google ADK
 - IhateCreatingUserNames2/Cognisphere - AI agent development framework built on Google's ADK
 
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Multi-Agent Systems
- vladkol/CRM Data Q&A Agent - Multi-agentic system with Advanced RAG and NL2SQL over Salesforce Data, "Run on Google Cloud" deployment
 - kweinmeister/agentic-trading - Multi-agent trading system with risk management, featuring AlphaBot and RiskGuard agents with complete A2A protocol implementation and production deployment
 - M-JULIANI/nyc-monitor - AI-powered urban intelligence system for real-time NYC event analysis and reporting with multi-agent architecture and automated Google Slides reports
 - Parth0248/Forkcast - Multi-agent AI system for collaborative dining decisions with deployed webapp, technical reports, and Cloud Run deployment
 
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Agent Development & Engineering Platforms
- VidyutChakrabarti/AgentFlux - Agent engineering platform with interactive playgrounds, graph visualization, automated refinement loops, and fine-tuned models for prompt optimization
 
 
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π― Official Examples
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π§ Development & Technical
- Software Bug Assistant - Bug resolution assistant with RAG, MCP, and external knowledge sources (GitHub, StackOverflow)
 - Machine Learning Engineering - Autonomous ML model building and training for state-of-the-art performance on diverse ML tasks
 - RAG Systems - Vertex AI RAG Engine powered document Q&A with citations
 - Software Bug Assistant - Automated bug detection and resolution suggestions to help IT Support and SDE
 
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π¨ Specialized Applications
- Image Scoring Agent - Image generation and policy compliance scoring with Imagen integration
 - CAMEL Integration - Multi-agent communication framework integration with CAMEL
 - Gemini Fullstack - **Complete fullstack research agent** with React frontend, FastAPI backend, and Human-in-the-Loop workflows
 
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π¬ Research & Analysis
- FOMC Research Agent - Federal Reserve meeting analysis and market event insights
 - Academic Research Agent - Assists researchers in identifying recent publications and discovering emerging research areas
 - Data Science Agent - Multi-agent system for sophisticated data analysis with NL2SQL and structured data processing
 - Time Series Forecasting Agent - Advanced predictive analytics for time-based data
 - LLM Auditor - Chatbot response verification and content auditing with Google Search integration
 
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πΌ Business & Customer Service
- Auto Insurance Agent - Auto insurance management for members, claims, rewards and roadside assistance with Apigee integration
 - Brand Search Optimization - E-commerce product data enrichment analyzing top search results with BigQuery integration
 - Customer Service Agent - Home & garden customer service with product selection, order management, and live streaming support
 - Financial Advisor - Educational content assistant for financial advisors covering finance and investment topics
 - Auto Insurance Agent - Automated insurance claim processing and customer support
 - Brand Search Optimization - SEO and brand visibility enhancement for products in retail websites
 - Customer Service Agent - Multi-channel customer support automation
 - Financial Advisor - Personalized financial planning and investment advice
 
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ποΈ E-commerce & Marketing
- Personalized Shopping - AI-driven product recommendations and shopping assistance
 - Marketing Agency - Website and product launch automation with domain optimization, content generation, and brand asset design
 - Travel Concierge - Multi-agent travel planning and digital task assistance with dynamic instructions
 - Personalized Shopping - AI-driven product recommendations and shopping assistance
 - Marketing Agency - Comprehensive digital marketing campaign management
 
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π₯ Video Content
 
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β Impact
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Resources
- ![MseeP.ai Security Assessment Badge - krishna-v-awesome-adk-agents)
 
 
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β¨ Agent Showcase
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Examples
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Use Cases
- Academic Research Agent
 - Data Science Agent
 - Time Series Forecasting Agent - based data
 - FOMC Research Agent
 - CRM Data Q&A Agent - agentic system with Advanced RAG with NL2SQL over Salesforce Data.
 - RAG Systems - Augmented Generation implementations
 - RAG Agent Tutorial
 - Travel Concierge
 - Software Bug Assistant
 - LLM Auditor
 
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Courses on ADK
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Media & Content Creation
- rasheedonnet/VideoGenAI - > Img gen -> Audio gen -> BGM gen -> video producer.
 - YouTube Thumbnail Agent
 - AI Trends Analysis Pipeline
 - rasheedonnet/VideoGenAI - > Img gen -> Audio gen -> BGM gen -> video producer.
 
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πΉ Trading & Finance
- Agentic Trading Simulator - agent trading system with risk management, featuring AlphaBot (SMA strategy) and RiskGuard agents communicating via A2A protocol
 
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Miscellaneous
- Job Finder Agent
 - Email ADK Agent
 - MCP Gemma 3 Agent
 - Voice-Enabled Agent - to-text and voice interaction capabilities with G-Calendar integration
 - MCP Integration Tutorial
 
 
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π Getting Started
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πΊοΈ Roadmap
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Contribution Guidelines
 
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            Programming Languages
          
          
        
            Categories
          
          
        
            Sub Categories
          
          
              
                π Articles & Best Practices
                24
              
              
                Domain-Specific Applications
                13
              
              
                π Notable Submissions
                11
              
              
                Use Cases
                10
              
              
                πΌ Business & Customer Service
                8
              
              
                π Tutorials & Walkthroughs
                7
              
              
                Miscellaneous
                5
              
              
                ποΈ E-commerce & Marketing
                5
              
              
                π¬ Research & Analysis
                5
              
              
                π Regional Winners ($8,000 each)
                4
              
              
                Media & Content Creation
                4
              
              
                Integration & Advanced Patterns
                4
              
              
                π§ Development & Technical
                4
              
              
                π₯ Video Content
                4
              
              
                π Quickstart Courses
                4
              
              
                Multi-Agent Systems
                4
              
              
                ποΈ Honorable Mentions ($1,000 each)
                3
              
              
                Courses on ADK
                3
              
              
                π¨ Specialized Applications
                3
              
              
                Resources
                3
              
              
                Examples
                2
              
              
                Contribution Guidelines
                2
              
              
                Agent Development & Engineering Platforms
                1
              
              
                π§ͺ Official Hands-on Learning
                1
              
              
                π₯ Grand Prize Winner ($15,000)
                1
              
              
                πΉ Trading & Finance
                1
              
              
                ποΈ Key Features
                1
              
          
        
            Keywords
          
          
              
                adk
                4
              
              
                mcp
                4
              
              
                python
                3
              
              
                agents
                3
              
              
                mcp-client
                3
              
              
                mcp-server
                3
              
              
                ollama
                3
              
              
                artificial-intelligence
                2
              
              
                google-adk
                2
              
              
                bigquery
                2
              
              
                nl2sql
                2
              
              
                salesforce
                2
              
              
                vertex-ai
                2
              
              
                gemma3
                2
              
              
                google-cloud-platform
                2
              
              
                youtube-search
                2
              
              
                kite
                1
              
              
                kiteconnect
                1
              
              
                model-context-protocol
                1
              
              
                model-context-protocol-client
                1
              
              
                vector-database
                1
              
              
                tutorial
                1
              
              
                rag
                1
              
              
                model-context-protocol-servers
                1
              
              
                production-ready
                1
              
              
                multi-agent-system
                1
              
              
                machine-learning
                1
              
              
                google-ai
                1
              
              
                zerodha
                1
              
              
                enterprise
                1
              
              
                customer-support
                1
              
              
                chatbot
                1
              
              
                business-automation
                1
              
              
                ai-agents
                1
              
              
                observability
                1
              
              
                mlops
                1
              
              
                llmops
                1
              
              
                generative-ai
                1
              
              
                genai-agents
                1
              
              
                gemini
                1
              
              
                gcp
                1
              
              
                fastapi
                1
              
              
                gemini-api
                1
              
              
                no-code-google-adk
                1
              
              
                nodejs
                1
              
              
                typescript
                1
              
              
                agent
                1
              
              
                agentic-ai
                1
              
              
                agno
                1
              
              
                ai
                1