CoinMarketCap AI Data Analyst Agent
detail.loadingPreview
An AI agent for comprehensive crypto market analysis using CoinMarketCap data, supporting both centralized and decentralized platforms.
About This Workflow
This n8n workflow implements a sophisticated AI agent, the CoinMarketCap AI Data Analyst Agent, designed to provide deep, real-time insights into the cryptocurrency landscape. It leverages a multi-agent architecture, integrating specialized agents for cryptocurrency data, exchange and community sentiment, and decentralized exchange (DEX) analytics. The agent can process complex queries, chain data between tools, and provide structured outputs, making it a powerful tool for crypto market intelligence.
Key Features
- Multi-Agent Architecture: Integrates CoinMarketCap Crypto Agent, Exchange & Community Agent, and DEXScan Agent.
- Comprehensive Data Access: Covers cryptocurrency listings, quotes, conversions, exchange info, community sentiment, and DEX trading data.
- Advanced Reasoning: Capable of chaining data between agents, using outputs as inputs, and fetching required IDs automatically.
- Centralized & Decentralized Analysis: Combines insights from both CEX and DEX platforms.
- Real-time Insights: Provides up-to-the-minute market data and sentiment.
- Error Prevention: Includes guidelines to avoid common API errors and handle oversized responses.
- Modular Design: Built using n8n's Langchain nodes for flexibility and extensibility.
How To Use
📊 CoinMarketCap AI Analyst Agent (n8n Workflow)
This workflow acts as a primary supervisor agent for the CoinMarketCap AI Analyst Workflow, built with modular AI agent architecture in n8n.
⚠️ This workflow requires 3 external tool workflows to function properly. You must download, install, and connect the following:
🔌 Required Sub-Agent Tools:
- CoinMarketCap_Crypto_Agent_Tool – Handles cryptocurrency quotes, listings, conversions.
- CoinMarketCap_Exchange_and_Community_Agent_Tool – Handles exchanges, trending tokens, Fear & Greed Index.
- CoinMarketCap_DEXScan_Agent_Tool – Handles decentralized liquidity, pair quotes, OHLCV analysis.
Once installed, these agents enable advanced capabilities:
✅ Key AI Functions:
- Analyze market caps, volumes, supply metrics across coins.
- Track new listings and top gainers/losers.
- Evaluate trading pairs and liquidity in CEX and DEX markets.
- Retrieve sentiment indicators and trending discussions.
🧠 Node Structure Summary
1️⃣ Analyst Brain
- Node Name: CoinMarketCap Agent Brain
- Model: GPT-4o Mini
- Function: Understands user queries, delegates tasks to agents.
2️⃣ Memory Buffer
- Node Name: CoinMarketCap Memory
- Function: Stores session state and context between prompts.
3️⃣ Tool Triggers
- Node Name: CoinMarketCap Crypto Agent Tool, CoinMarketCap Exchange and Community Agent Tool, CoinMarketCap DEXScan Agent Tool
- Type:
toolWorkflow()function calls. - Function: Connects to the respective sub-agent workflows.
⚠️ Notes:
- 📎 Make sure API credentials are installed and valid for each agent.
- 📍 Each tool runs independently but feeds results to the supervisor for synthesis.
- 🧩 Use
messageandsessionIdparameters consistently in every sub-agent call.
⚠️ Error Handling Guide
| Error Code | Meaning |
|---------------|------------|
| 200 | Success |
| 400 | Bad Request (invalid query/params) |
| 401 | Unauthorized (missing or invalid API key) |
| 429 | Rate Limit Exceeded |
| 500 | CoinMarketCap server error |
🔍 Common Fixes
- Ensure
symbol,slug, oridmatch valid CoinMarketCap entries. - Use correct
timestamp,network, and pagination parameters. - Rate-limit high-frequency queries to avoid 429 errors.
Apps Used
Workflow JSON
{
"id": "1815d2e9-ccdf-4693-9f81-b214b60c1f7c",
"name": "CoinMarketCap AI Data Analyst Agent",
"nodes": 6,
"category": "Data Analysis",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 1815d2e9-ccdf...
About the Author
Crypto_Watcher
Web3 Developer
Automated trading bots and blockchain monitoring workflows.
Statistics
Related Workflows
Discover more workflows you might like
CoinMarketCap Exchange and Community Agent Tool
Leverages CoinMarketCap API and AI to provide insights on cryptocurrency exchanges, community sentiment, and market indices.
Hacker News Year-in-Review Summarizer
Generates a historical overview of Hacker News headlines for a specific day across multiple years, highlighting tech trends and categorizing key stories.