awesome-adk-agents
Curated collection of AI agents built with Google’s 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
Last synced: 5 days ago
JSON representation
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📚 Learning Resources
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📝 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 — 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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🧪 Official Hands-on Learning
- Google ADK Codelabs - Interactive, guided tutorials with hands-on coding exercises from Google
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📖 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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🚀 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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🎥 Video Content
- Google Launches an Agent SDK – 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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🏆 ADK Hackathon Winners
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🗝️ Key Features
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🥇 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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🌍 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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🎖️ 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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🌟 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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🚀 Templates & Starters
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🌟 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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🌟 Community Excellence
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Integration & Advanced Patterns
- codeninja/Mongoose Migration Agent System - Multi-agent system for automated Mongoose database migration (v6→v8) 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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🎯 Official Examples
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🔧 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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🎨 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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🔬 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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💼 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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🛍️ 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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🎥 Video Content
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⭐ Impact
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Resources
- ![MseeP.ai Security Assessment Badge - krishna-v-awesome-adk-agents)
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✨ 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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💹 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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🚀 Getting Started
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🗺️ Roadmap
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Contribution Guidelines
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Programming Languages
Categories
Sub Categories
📝 Articles & Best Practices
24
Domain-Specific Applications
13
🌟 Notable Submissions
11
Use Cases
10
💼 Business & Customer Service
8
📖 Tutorials & Walkthroughs
7
Miscellaneous
5
🛍️ E-commerce & Marketing
5
🔬 Research & Analysis
5
🌍 Regional Winners ($8,000 each)
4
Media & Content Creation
4
Integration & Advanced Patterns
4
🔧 Development & Technical
4
🎥 Video Content
4
🚀 Quickstart Courses
4
Multi-Agent Systems
4
🎖️ Honorable Mentions ($1,000 each)
3
Courses on ADK
3
🎨 Specialized Applications
3
Resources
3
Examples
2
Contribution Guidelines
2
Agent Development & Engineering Platforms
1
🧪 Official Hands-on Learning
1
🥇 Grand Prize Winner ($15,000)
1
💹 Trading & Finance
1
🗝️ 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