Fetch.ai Innovation Lab Examples

A curated collection of production-quality agent examples built with Fetch.ai technologies — uAgents, ASI:One, Agentverse, A2A protocol, MCP, and more.

Whether you're building your first agent or architecting multi-agent systems with payments, this repo has a working example for you.

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🎯 Who Is This For?

• Beginners exploring autonomous agents and Fetch.ai for the first time
• Builders integrating LLMs, payments, or Web3 into agent workflows
• Hackathon participants who need a working starter in minutes
• Contributors who want to share their agent examples with the community

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⚡ Quickstart — Run Your First Example in Under 2 Minutes

# 1. Clone the repo
git clone https://github.com/fetchai/innovation-lab-examples.git
cd innovation-lab-examples

# 2. Pick an example (e.g. the hackathon quickstarter)
cd fetch-hackathon-quickstarter

# 3. Create a virtual environment and install dependencies
python3 -m venv .venv && source .venv/bin/activate
pip install -r requirements.txt

# 4. Set up environment variables
cp .env.example .env
# Edit .env with your API keys

# 5. Run the agent
python agents/alice/agent.py

Or use the automated setup script from the repo root:

./setup.sh fetch-hackathon-quickstarter

Prerequisites: Python 3.10+, pip, and git. Some examples require API keys (ASI:One, OpenAI, Stripe, etc.) — check each example's .env.example.

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📁 Repository Structure

innovation-lab-examples/
├── README.md                  # This file
├── CONTRIBUTING.md            # Contribution guide
├── CHANGELOG.md               # Release changelog
├── SECURITY.md                # Vulnerability reporting
├── ISSUES_GUIDE.md            # How to file issues
├── LICENSE                    # Apache 2.0
├── setup.sh                   # Quickstart setup script
├── Dockerfile                 # Run any example in Docker
├── docker-compose.yml         # Docker Compose support
├── contributors/              # Community-submitted agent examples (start here!)
│   ├── README.md              # Contributor guide
│   ├── CHANGELOG.md           # Community agent changelog
│   └── community_agent/       # Example community agent
├── docs/                      # Templates and guides
│   └── AGENT_README_TEMPLATE.md
├── .github/                   # CI workflows and templates
│   ├── workflows/
│   ├── pull_request_template.md
│   └── ISSUE_TEMPLATE/
│
├── fetch-hackathon-quickstarter/   # Start here!
├── advance-agent-examples/         # Advanced patterns
├── gemini-quickstart/              # Google Gemini series
├── anthropic-quickstart/           # Claude series
├── ...                             # 30+ examples below

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📚 Examples Index

🟢 Getting Started

Example	Description	Tech Stack	Difficulty
fetch-hackathon-quickstarter	Hackathon-ready template with orchestrator + worker agents	Python, uAgents	🟢 Beginner
openclaw/	OpenClaw — connector + orchestrator (fetchai-openclaw-orchestrator) and Agentverse caller skill (agentverse-caller)	Python, Shell, OpenClaw, Agentverse, uAgents	🟢–🟡
av-script-example	Agentverse script deployment example	Python, uAgents	🟢 Beginner
asi-cloud-agent	Basic ASI Cloud agent deployment	Python, uAgents	🟢 Beginner
deploy-agent-on-av	Deploy agents on Agentverse via Render	Python, uAgents, Render	🟢 Beginner
cursor-rules	Cursor IDE rules for Fetch.ai development	MDC rules	🟢 Beginner

🤖 LLM Integration

Example	Description	Tech Stack	Difficulty
asi1-llm-example	ASI:One LLM with LangChain integration	Python, LangChain, ASI:One	🟢 Beginner
news-card-agent	Live news rendered as ASI:One interactive cards (custom element-tree) with Tavily + ASI1 polish	Python, uAgents, ASI:One, Tavily, Cards	🟡 Intermediate
anthropic-quickstart	Claude integration series — basic, vision, functions, MCP, multi-agent	Python, Anthropic SDK, uAgents	🟢–🔴 Series
gemini-quickstart	Google Gemini series — text, Imagen, Veo, Lyria, TTS, research, film	Python, Google Gemini, uAgents	🟢–🔴 Series
openai-agent-sdk	OpenAI Agents SDK examples (scholarship finder)	Python, OpenAI SDK, uAgents	🟡 Intermediate
Claude Agent SDK	Real estate search agent with Claude SDK	Python, Claude SDK, uAgents	🟡 Intermediate
google-genai-parallel-processing	Parallel processing with Google GenAI	Python, Google GenAI, uAgents	🟡 Intermediate
flight-tracker-openai-workflow-agent	Flight tracking with OpenAI workflow agents	Python, OpenAI SDK, uAgents	🟡 Intermediate

🔗 Agent-to-Agent (A2A)

Example	Description	Tech Stack	Difficulty
launch-your-a2a-agent	Quick A2A agent launcher	Python, uAgents, A2A	🟢 Beginner
launch-your-a2a-research-team	Multi-agent A2A research team	Python, uAgents, A2A	🟡 Intermediate
a2a-cart-store	A2A shopping cart with Skyfire payments	Python, uAgents, Skyfire	🟡 Intermediate
a2a-uAgents-Integration	A2A communication examples (YouTube, shopping, currency, competitor analysis)	Python, uAgents, LangGraph	🟡–🔴 Collection

🧩 MCP (Model Context Protocol)

Example	Description	Tech Stack	Difficulty
mcp-agents	MCP server agents — Gmail, Calendar, Events, Airbnb, Perplexity, GitHub, Context7	Python, MCP, uAgents	🟡 Intermediate

💰 Payments

Example	Description	Tech Stack	Difficulty
fet-example	FET payment + ASI:One image generation agent	Python, uAgents, ASI:One, FET	🟡 Intermediate
image-agent-payment-protocol	Image generation with payment protocol	Python, uAgents, Skyfire	🟡 Intermediate
stripe-horoscope-agent	Horoscope agent with Stripe payments	Python, uAgents, Stripe	🟡 Intermediate
stripe-payment-agents	Stripe payment examples (property finder, expense calculator)	Python, uAgents, Stripe	🔴 Advanced

🧠 RAG & Knowledge

Example	Description	Tech Stack	Difficulty
Rag-agent	RAG agent with vector search	Python, uAgents, RAG	🟡 Intermediate
llama-index	LlamaIndex RAG agent with Stripe payments	Python, LlamaIndex, uAgents, Stripe	🔴 Advanced
pdf-summariser-example	PDF summarization agent	Python, uAgents, ASI:One	🟢 Beginner

👥 Multi-Agent Systems

Example	Description	Tech Stack	Difficulty
advance-agent-examples	Advanced patterns — sub-agents, search, policy, security, SEO, due diligence	Python, uAgents, Google ADK	🟡–🔴 Collection
Crewai-agents	CrewAI agents — trip planner, code analyzer, meeting prep, blood report	Python, CrewAI, uAgents	🟡–🔴 Collection
ag2-agents	AG2 framework — research synthesis, payment approval	Python, AG2, uAgents	🔴 Advanced

🌍 Community Contributors

New community agents belong in contributors/ — see contributors/README.md.

Example	Description	Tech Stack	Difficulty
contributors/community_agent	AI community growth agent for events and hackathons	Python, uAgents, ASI:One, Tavily	🟡 Intermediate
contributors/news-summarizer-agent	Fetches top headlines for a topic via NewsAPI and summarizes them with ASI:One, via Chat Protocol	Python, uAgents, NewsAPI, ASI:One	🟡 Intermediate

🌐 Web3 & Blockchain

Example	Description	Tech Stack	Difficulty
web3	Web3 integrations — SingularityNET MeTTa, Internet Computer	Python, MeTTa, ICP, uAgents	🔴 Advanced
duffel-agent	Flight booking agent with Duffel API and payments	Python, uAgents, Duffel, OpenAI	🔴 Advanced

🔌 External Integrations

Example	Description	Tech Stack	Difficulty
Composio	Composio agents — Gmail and LinkedIn automation	Python, Composio, uAgents	🟡 Intermediate
Browser-based-agents	Browser automation agents (Nike product scraper, job-application agent)	Python, Notte, Playwright, uAgents	🟡 Intermediate
frontend-integration	Next.js + uAgents frontend integration	Python, Next.js, uAgents	🟡 Intermediate

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🐳 Docker Support

Run any example in a container without installing Python locally:

# Build and run a specific example
docker build --build-arg EXAMPLE=fetch-hackathon-quickstarter -t fetch-example .

# Run with your environment variables
docker run --env-file fetch-hackathon-quickstarter/.env fetch-example

Or use Docker Compose:

EXAMPLE=fetch-hackathon-quickstarter docker compose up

Several examples also include their own Dockerfile and docker-compose.yml for custom setups.

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🤝 Contributing

We welcome contributions from everyone! Whether it's a new agent example, a bug fix, or documentation improvement.

1. Star this repository (required before opening a PR)
2. Fork and create a feature branch from main
3. New agents go in contributors/<your-agent-name>/ — see contributors/README.md
4. Pick an issue — good first issues or feature challenges (real-time booking, payments, etc.)
5. Run linting — ruff check . && ruff format .
6. Open a PR using the PR template — PRs require maintainer review before merge

Every example should include: README.md, requirements.txt, .env.example (if env vars needed), and a demo screenshot.

Use the Agent README Template for new examples.

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📖 Resources

Resource	Link
Innovation Lab Docs	innovationlab.fetch.ai/resources/docs/intro
Agentverse	agentverse.ai
ASI:One API	asi1.ai
uAgents Framework	github.com/fetchai/uAgents
Contributing Guide	CONTRIBUTING.md
Community Agents Folder	contributors/README.md
Security Policy	SECURITY.md
Changelog	CHANGELOG.md
Community Changelog	[contr