Get real-time crypto token insights via Telegram with DexScreener and GPT-4o

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Important notice

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

1. Workflow Overview

Instantly access real time decentralized exchange (DEX) insights directly in Telegram! This workflow integrates the DexScreener API with GPT 4o powered AI and Telegram , allowing users to fetch the...

Best for

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

Tools used

@n8n/n8n-nodes-langchain.chattrigger, @n8n/n8n-nodes-langchain.lmchatopenai, @n8n/n8n-nodes-langchain.memorybufferwindow, n8n-nodes-base.telegramtrigger, @n8n/n8n-nodes-langchain.agent, n8n-nodes-base.telegram, n8n-nodes-base.set, @n8n/n8n-nodes-langchain.toolhttprequest

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: Get real-time crypto token insights via Telegram with DexScreener and GPT-4o
Workflow name: Get real-time crypto token insights via Telegram with DexScreener and GPT-4o

Instantly access real-time decentralized exchange (DEX) insights directly in Telegram! This workflow integrates the DexScreener API with GPT-4o-powered AI and Telegram, allowing users to fetch the latest blockchain token analytics, liquidity pools, and trending tokens effortlessly. Ideal for crypto traders, DeFi analysts, and investors who need actionable market data at their fingertips.

How It Works

A Telegram bot listens for user queries about tokens or trading pairs.
The workflow interacts with the DexScreener API (no API key required) to fetch real-time data, including:
- Token fundamentals (profiles, images, descriptions, and links)
- Trending and boosted tokens (hyped projects, potential market movers)
- Trading pair analytics (liquidity, price action, volumes, volatility)
- Order and payment activity (transaction insights, investor movements)
- Liquidity pool depth (market stability, capital flows)
- Multi-chain pair comparisons (performance tracking across networks)
An AI-powered language model (GPT-4o-mini) enhances responses for better insights.
The workflow logs session data to improve user interaction tracking.
The requested DEX insights are sent back via Telegram in an easy-to-read format.

What You Can Do with This Agent

This AI-driven Telegram bot enables you to:

✅ Track trending and boosted tokens before they gain mainstream traction.
✅ Monitor real-time liquidity pools to assess token stability.
✅ Analyze active trading pairs across different blockchains.
✅ Identify transaction trends by checking paid orders for tokens.
✅ Compare market activity with detailed trading pair analysis.
✅ Receive instant insights with AI-enhanced responses for deeper understanding.

Set Up Steps

Create a Telegram Bot
- Use @BotFather on Telegram to create a bot and obtain an API token.
Configure Telegram API Credentials in n8n
- Add your Telegram bot token under Telegram API credentials.
Deploy and Test
- Send a query (e.g., "SOL/USDC") to your Telegram bot and receive real-time insights instantly!

🚀 Unlock powerful, real-time DEX insights directly in Telegram—no API key required!

📺 Setup Video Tutorial

Watch the full setup guide on YouTube:

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 - When chat message received

Type / Role: @n8n/n8n-nodes-langchain.chatTrigger - chatTrigger
Config choices: Version 1.1

Block 2 - OpenAI Chat Model

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

Block 3 - Window Buffer Memory

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

Block 4 - Telegram Trigger

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

Block 5 - Blockchain DEX Screener Insights Agent

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

Block 6 - Telegram

Type / Role: n8n-nodes-base.telegram - telegram
Config choices: Version 1.2

Block 7 - Adds SessionId

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

Block 8 - DexScreener Latest Token Profiles

Type / Role: @n8n/n8n-nodes-langchain.toolHttpRequest - toolHttpRequest
Config choices: Version 1.1

Block 9 - DexScreener Latest Boosted Tokens

Type / Role: @n8n/n8n-nodes-langchain.toolHttpRequest - toolHttpRequest
Config choices: Version 1.1

Block 10 - DexScreener Top Token Boosts

Type / Role: @n8n/n8n-nodes-langchain.toolHttpRequest - toolHttpRequest
Config choices: Version 1.1

Block 11 - DexScreener Search Pairs

Type / Role: @n8n/n8n-nodes-langchain.toolHttpRequest - toolHttpRequest
Config choices: Version 1.1

Block 12 - DexScreener Check Orders Paid for Token

Type / Role: @n8n/n8n-nodes-langchain.toolHttpRequest - toolHttpRequest
Config choices: Version 1.1

Block 13 - DexScreener Get Pairs by Chain and Pair Address

Type / Role: @n8n/n8n-nodes-langchain.toolHttpRequest - toolHttpRequest
Config choices: Version 1.1

Block 14 - DexScreener Token Pools

Type / Role: @n8n/n8n-nodes-langchain.toolHttpRequest - toolHttpRequest
Config choices: Version 1.1

Block 15 - DexScreener Pairs by Token Address

Type / Role: @n8n/n8n-nodes-langchain.toolHttpRequest - toolHttpRequest
Config choices: Version 1.1

3. Summary Table

Workflow	Get real-time crypto token insights via Telegram with DexScreener and GPT-4o
Complexity	advanced
Nodes	15
Categories	Crypto Trading, AI Chatbot
Author	Don Jayamaha Jr
Published	16 Mar 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/3178/3178.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

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

Download workflow JSON Original n8n.io source Crypto Trading workflows AI Chatbot workflows

Frequently asked questions

What does Get real-time crypto token insights via Telegram with DexScreener and GPT-4o do?

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.

Don Jayamaha Jr

43 workflows

Nodes

@n8n/n8n-nodes-langchain.chattrigger @n8n/n8n-nodes-langchain.lmchatopenai @n8n/n8n-nodes-langchain.memorybufferwindow n8n-nodes-base.telegramtrigger @n8n/n8n-nodes-langchain.agent n8n-nodes-base.telegram n8n-nodes-base.set @n8n/n8n-nodes-langchain.toolhttprequest

Complexity

advanced

Published 16 Mar 2025

Likes 0

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Install path: /data/workflows/3178/3178.json

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Get real-time crypto token insights via Telegram with DexScreener and GPT-4o

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

How It Works

What You Can Do with This Agent

Set Up Steps

📺 Setup Video Tutorial

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - When chat message received

Block 2 - OpenAI Chat Model

Block 3 - Window Buffer Memory

Block 4 - Telegram Trigger

Block 5 - Blockchain DEX Screener Insights Agent

Block 6 - Telegram

Block 7 - Adds SessionId

Block 8 - DexScreener Latest Token Profiles

Block 9 - DexScreener Latest Boosted Tokens

Block 10 - DexScreener Top Token Boosts

Block 11 - DexScreener Search Pairs

Block 12 - DexScreener Check Orders Paid for Token

Block 13 - DexScreener Get Pairs by Chain and Pair Address

Block 14 - DexScreener Token Pools

Block 15 - DexScreener Pairs by Token Address

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions