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Analyze crypto markets with the AI-powered CoinMarketCap data analyst

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Analyze crypto markets with the AI-powered CoinMarketCap data analyst preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

Meet your AI powered crypto data analyst—fully integrated with CoinMarketCap APIs. This workflow acts as the supervisor agent for a multi agent architecture built in n8n, connecting three powerful ...

Best for

  • Crypto Trading automation workflows
  • AI Chatbot automation workflows
  • intermediate n8n builders looking for reusable templates

Tools used

n8n-nodes-base.telegram, n8n-nodes-base.set, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.lmchatopenai, @n8n/n8n-nodes-langchain.memorybufferwindow, @n8n/n8n-nodes-langchain.toolworkflow, n8n-nodes-base.telegramtrigger, n8n-nodes-base.stickynote

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Don Jayamaha Jr.

Original n8n.io source

1.1 Workflow description

Title
Analyze crypto markets with the AI-powered CoinMarketCap data analyst
Workflow name
Analyze crypto markets with the AI-powered CoinMarketCap data analyst

Meet your AI-powered crypto data analyst—fully integrated with CoinMarketCap APIs.

This workflow acts as the supervisor agent for a multi-agent architecture built in n8n, connecting three powerful sub-agents to extract real-time insights from centralized and decentralized markets. It’s the ultimate tool for crypto traders, analysts, developers, and researchers who need strategic multi-source intelligence—all through Telegram.

This workflow requires 3 sub-agent templates to function correctly. See below.


🔌 Required Sub-Workflows (Install First)

  1. CoinMarketCap Crypto Agent Tool
    → Token prices, metadata, conversions, listings

  2. CoinMarketCap Exchange & Community Agent Tool
    → Exchange info, token holdings, Fear & Greed index

  3. CoinMarketCap DEXScan Agent Tool
    → DEX trading pairs, liquidity, OHLCV data

Download all from my Creator Profile:
https://n8n.io/creators/don-the-gem-dealer/


What Makes This Workflow Special?

This is not just another API wrapper—it’s an intelligent routing agent powered by GPT-4o-mini, capable of:

  • Understanding complex user queries
  • Choosing the appropriate tool workflow
  • Structuring the API request
  • Executing sub-workflows
  • Formatting the output
  • Returning insights via Telegram

It connects three domains of market data:

  • Cryptocurrencies (CEX)
  • Exchanges & Sentiment
  • DEX trading data

🔍 What You Can Do

💰 Token Intelligence

  • Get token metadata, price, volume, supply
  • Compare rankings and conversions

🏦 Exchange Insights

  • View assets held by exchanges
  • Track the CMC 100 Index and Fear & Greed Score

🌐 DEX Market Analysis

  • Analyze pair quotes, historical OHLCV, live trades
  • Discover the top DEXs by volume across blockchains

✅ Example Questions to Ask

  • “What’s the market cap of Ethereum today?”
  • “Show liquidity and volume for SOL/USDT on Solana”
  • “Get token holdings for Binance”
  • “Compare BTC price on Uniswap vs Binance”
  • “What’s the Fear & Greed index right now?”

🛠️ Setup Instructions

  1. Create Telegram Bot

  2. Get CoinMarketCap API Key

  3. Install Sub-Agent Templates

  4. Configure Credentials in n8n

    • Add both Telegram and CoinMarketCap keys as HTTP Header Auth.
  5. Deploy & Test

    • Ask your Telegram bot: “Top 10 tokens by 24h volume” or “Convert 5 ETH to USD”

Workflow Architecture

  • AI Brain: GPT-4o-mini
  • Memory: Windowed buffer memory via sessionId
  • Tool Agents:
    • toolWorkflow() → routes requests to the appropriate sub-agent
    • Executes real-time API queries and returns structured output

Included Sticky Notes

  • System Overview
  • Error Handling Guide (200, 400, 401, 429, 500)
  • Step-by-Step Usage Instructions
  • Prompt Examples + API Docs
  • Legal & Licensing Notes

Your crypto insights—smarter, faster, and all in one Telegram message.

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Telegram Send Message

Type / Role
n8n-nodes-base.telegram - telegram
Config choices
Version 1

Block 2 - Adds SessionId

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 3 - CoinMarketCap AI Data Analyst Agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 1.7

Block 4 - CoinMarketCap Agent Brain

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 5 - CoinMarketCap Memory

Type / Role
@n8n/n8n-nodes-langchain.memoryBufferWindow - memoryBufferWindow
Config choices
Version 1.3

Block 6 - CoinMarketCap Crypto Agent Tool

Type / Role
@n8n/n8n-nodes-langchain.toolWorkflow - toolWorkflow
Config choices
Version 2.1

Block 7 - CoinMarketCap Exchange and Community Agent Tool

Type / Role
@n8n/n8n-nodes-langchain.toolWorkflow - toolWorkflow
Config choices
Version 2.1

Block 8 - CoinMarketCap DEXScan Agent Tool

Type / Role
@n8n/n8n-nodes-langchain.toolWorkflow - toolWorkflow
Config choices
Version 2.1

Block 9 - Telegram Input

Type / Role
n8n-nodes-base.telegramTrigger - telegramTrigger
Config choices
Version 1.1

Block 10 - CMC Multi-Agent Guide

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 11 - CMC Sticky Note2

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 12 - CMC Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

3. Summary Table

Workflow Analyze crypto markets with the AI-powered CoinMarketCap data analyst
Complexity intermediate
Nodes 12
Categories Crypto Trading, AI Chatbot
Author Don Jayamaha Jr
Published 03 Apr 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/3425/3425.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Analyze crypto markets with the AI-powered CoinMarketCap data analyst do?

Meet your AI powered crypto data analyst—fully integrated with CoinMarketCap APIs. This workflow acts as the supervisor agent for a multi agent architecture built in n8n, connecting three powerful ...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Crypto Trading, AI Chatbot use case.