Skyfire x Dappier

Skyfire and Dappier together demonstrate the future of payment-enabled AI service integration, showing how AI agents can act as autonomous economic actors. This integration empowers agents to not only fetch real-time, rights-cleared data from Dappier but also to authenticate, estimate costs, and process payments through Skyfire’s infrastructure — without human intervention.

About the Platforms

Dappier

Dappier connects LLMs and automation frameworks to real-time, rights-cleared data from trusted sources — including web search, finance, research, and news. By providing enriched, prompt-ready data, Dappier enables AI automations to deliver verified, up-to-date information for a wide range of applications.

Dappier provides:

• MCP Server at mcp.dappier.com
• Tools for real-time search, finance, research papers, news, lifestyle, and sustainability
• Rights-cleared content from publishers like Benzinga, Sportsnaut, iHeartDogs, iHeartCats, and more

Skyfire

Skyfire empowers AI to handle payments, authentication, and commerce without human intervention. From account creation to monetizing services, Skyfire enables the world’s fastest-growing consumer base: AI agents.

Skyfire provides:

• MCP Server at mcp.skyfire.xyz
• Tools for service discovery, token creation, and payments
• A Seller Directory where providers (like Dappier) can list services: Dappier Service on Skyfire Directory

Together, Dappier and Skyfire enable an ecosystem where AI agents discover services, authenticate, pay, and execute tasks — end-to-end.

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Getting Started

Watch the Video

If you prefer a visual walkthrough, check out the accompanying video below:

Live Demo

🔗 Skyfire x Dappier Demo

This is a fully working demo showcasing:

• Real-time service discovery
• Authentication and token creation
• Cost estimation before execution
• Payment token creation and charging
• Query execution against Dappier’s real-time tools
• Multi-agent orchestration with Microsoft AutoGen Swarm

Local Installation

Clone the repositories:

• Backend (Multi-Agent Orchestration) dappier-skyfire-api

• Frontend (React Demo UI) skyfire-dappier-demo-ui

Follow the instructions in each README.

Environment Variables

# Required API Keys
OPENAI_API_KEY=your_openai_api_key_here
DAPPIER_API_KEY=your_dappier_api_key_here
SKYFIRE_SELLER_API_KEY=your_skyfire_seller_api_key_here

# Optional Config
FLASK_ENV=development
FLASK_DEBUG=True

Running the Backend

git clone https://github.com/DappierAI/dappier-skyfire-api
cd dappier-skyfire-api
pip install -r requirements.txt
python app.py

Backend runs on http://localhost:5000.

Running the Frontend

git clone https://github.com/DappierAI/skyfire-dappier-demo-ui
cd skyfire-dappier-demo-ui
npm install
npm run dev

Frontend runs on http://localhost:5173.

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Architecture

10-Step Workflow with Specialized Agents

The integration demonstrates a 10-step agentic workflow coordinated by Microsoft AutoGen’s Swarm pattern. Each agent has a clear, specialized role:

1. Planning Agent

   • Entry point for user queries.
   • Routes requests through the appropriate workflow.
   • Maintains orchestration logic and conversation state.

2. Skyfire Find Seller Agent

   • Searches Skyfire’s marketplace directory.
   • Locates the Dappier service listing and retrieves its metadata.

3. Skyfire KYA Agent (Know Your Agent)

   • Issues authentication tokens for secure agent-to-service interactions.
   • Ensures buyer and seller identity verification.

4. JWT Decoder Agent

   • Validates JWT tokens created by Skyfire.
   • Decodes payloads to ensure token integrity and extract claims.
   • Used twice in the workflow (auth tokens and payment tokens).

5. MCP Connector Agent

   • Connects to the Dappier MCP server (mcp.dappier.com).
   • Retrieves available tools and pricing information.

6. Dappier Price Calculator Agent

   • Estimates the cost of the requested Dappier query.
   • Uses pricing logic (mocked with static JSON for the demo).

7. Skyfire KYA Payment Token Agent

   • Creates payment tokens with estimated amounts.
   • Prepares the payment flow before execution.

8. JWT Decoder Agent (second usage)

   • Decodes and verifies the payment token payload.
   • Ensures correctness before charging.

9. Dappier Agent

   • Executes the actual query against Dappier’s real-time data tools.
   • Handles results from finance, news, research, and more.

10. Skyfire Charge Token Agent

    • Processes payment by charging the token through Skyfire’s API.
    • Completes the loop with secure settlement.

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Tools Available via Dappier MCP Server

The following tools are available when Dappier is discovered through Skyfire:

Tool Name	Cost	Description
REAL_TIME_SEARCH	Free	General-purpose web search for current events, weather, deals, and more.
STOCK_MARKET_DATA	$0.007 / query	Real-time stock lookups, tickers, and summaries.
RESEARCH_PAPERS_SEARCH	$0.003 / query	Search across 2.4M+ arXiv research papers.
BENZINGA	$0.1 / query	Earnings, analyst reports, finance news from Benzinga.
SPORTS_NEWS	$0.004 / query	Sports updates from trusted publishers.
LIFESTYLE_NEWS	$0.1 / query	Lifestyle and entertainment stories.
IHEARTDOGS_AI	$0.01 / query	Dog-care content and health advice.
IHEARTCATS_AI	$0.01 / query	Cat behavior, wellness, and grooming.
ONE_GREEN_PLANET	$0.01 / query	Sustainability, plant-based diets, eco-living content.

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Usage Examples

Example 1: Stock Market with Payment

Use Case: Fetch Tesla stock data (TSLA) with automated payment.

User Prompt:

Get me the latest TSLA stock price

Workflow:

1. Find Dappier in Skyfire marketplace
2. Generate authentication token
3. Decode token for verification
4. Connect to Dappier MCP
5. Estimate cost ($0.007)
6. Create payment token
7. Decode payment token
8. Execute STOCK_MARKET_DATA query
9. Charge payment token

Expected Response:

TSLA is trading at $289.45, up 2.5% today. Earnings call expected Thursday.
(Payment of $0.007 processed via Skyfire)

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Example 2: AI News with Token Charging

User Prompt:

What are the latest news about AI?

Expected Response:

1. OpenAI announces new model capabilities
2. Google DeepMind releases robotics update
3. Anthropic secures $1B funding round
(Payment processed via Skyfire for Dappier query)

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Example 3: Sports News Aggregator

User Prompt:

Summarize today’s football news

Expected Response:

1. NFL: Chiefs extend defensive tackle for $45M
2. Premier League: Manchester United announces new coach
3. FIFA expands Club World Cup for 2025
(Payment processed via Skyfire)

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Key Benefits

Real-Time Payments

• AI agents autonomously pay for services.
• Transparent cost estimation → payment → execution cycle.

Verified Data Access

• Data is rights-cleared and up-to-date.
• Ensures accuracy and reliability for downstream use.

Developer Efficiency

• AutoGen Swarm manages retries, error handling, and agent handoffs.
• Developers focus on logic instead of infrastructure.

Scalable Monetization

• Service providers list on Skyfire.
• AI agents discover and pay seamlessly.

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Conclusion

The Skyfire x Dappier integration demonstrates how AI agents can become fully autonomous service consumers.

By combining Skyfire’s payment rails with Dappier’s data-rich MCP tools, developers can create intelligent agents that:

• Discover services in real-time
• Authenticate securely
• Estimate costs before execution
• Handle payments end-to-end
• Retrieve trusted data with no human involvement

🔗 Explore further:

• Skyfire Seller Directory – Dappier Service
• Skyfire Demo
• Backend Repo
• Frontend Repo

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References & Related Links

• Microsoft AutoGen Swarm
• Model Context Protocol (MCP)
• Skyfire Docs
• Dappier Developers