# Dexscraper: 👻 DexScreener Real-time WebSocket Python Package
[](https://badge.fury.io/py/dexscraper)
[](https://www.python.org/downloads/release/python-390/)
[](https://www.gnu.org/licenses/gpl-3.0)
[](https://github.com/vincentkoc/dexscraper/actions/workflows/ci.yml)
[](https://codecov.io/gh/vincentkoc/dexscraper)
> ⚠️ **RESEARCH & EDUCATIONAL PURPOSE ONLY** ⚠️
> This project is completely **INDEPENDENT** and has **NO AFFILIATION** with DexScreener.
> Use at your own risk for trading and ensure compliance with DexScreener's terms of service.
A comprehensive Python package for real-time cryptocurrency trading data from DexScreener's WebSocket API. Supports multiple blockchain networks with rich CLI interface and programmatic access.
## ✨ Features
### 🏗️ **Professional Package Architecture**
- **Modular Design**: Structured as a proper Python package with clean separation of concerns
- **Type Safety**: Full type annotations with mypy support
- **Rich CLI**: Interactive command-line interface with live data visualization
- **Extensible Config**: Support for multiple chains, DEXs, and filtering options
- **Export Formats**: JSON, CSV, MetaTrader-compatible formats
### 🔗 **Multi-Chain Support**
- **Solana** (Raydium, Orca, Jupiter)
- **Ethereum** (Uniswap V2/V3, SushiSwap)
- **Base, BSC, Polygon, Arbitrum, Optimism**
- **Avalanche** and more
### 📊 **Data Processing**
- **Real-time WebSocket**: Direct connection to DexScreener's binary protocol
- **OHLC Data**: MetaTrader-compatible candlestick data
- **Token Profiles**: Enhanced metadata with social links and descriptions
- **Market Metrics**: Price, volume, liquidity, FDV, market cap
- **Advanced Filtering**: By trending score, volume, price changes, liquidity
### 🛡️ **Enterprise-Ready**
- **Cloudflare Bypass**: Optional cloudscraper integration for difficult networks
- **Rate Limiting**: Configurable request throttling
- **Error Recovery**: Robust reconnection with exponential backoff
- **Data Validation**: Comprehensive input sanitization and NaN handling
- **Security**: Bandit security scanning, dependency safety checks
## 🚀 Installation
### From PyPI (Recommended)
```bash
pip install dexscraper
```
### Development Installation
```bash
git clone https://github.com/vincentkoc/dexscraper.git
cd dexscraper
pip install -e .[dev]
```
### Requirements
- **Python 3.9+**
- **Core**: `websockets>=10.0`, `cloudscraper>=1.2.60`
- **CLI**: `rich` (optional, for enhanced terminal interface)
- **Dev**: `pytest`, `black`, `mypy`, `pre-commit`
## 📖 Quick Start
### Command Line Interface
**Interactive Mode** (Rich UI):
```bash
dexscraper interactive
```
**Simple Trending Pairs**:
```bash
dexscraper trending --chain solana --limit 10
```
**Export to File**:
```bash
dexscraper trending --chain ethereum --output pairs.json --format json
dexscraper trending --chain solana --output ohlc.csv --format ohlc-csv
```
**Filter by DEX and Volume**:
```bash
dexscraper trending --dex raydium,orca --min-volume 50000 --min-liquidity 10000
```
### Programmatic Usage
```python
import asyncio
from dexscraper import DexScraper, ScrapingConfig, Chain, RankBy
# Simple trending pairs
async def get_trending():
scraper = DexScraper(debug=True)
pairs = await scraper.get_pairs(limit=10)
for pair in pairs:
print(f"{pair.base_token_symbol}: ${pair.price_data.usd:.6f}")
# Custom configuration
config = ScrapingConfig(
chains=[Chain.SOLANA, Chain.ETHEREUM],
rank_by=RankBy.VOLUME,
min_liquidity_usd=50000
)
scraper = DexScraper(config=config, use_cloudflare_bypass=True)
asyncio.run(get_trending())
```
**Real-time Streaming**:
```python
async def stream_pairs():
scraper = DexScraper()
async for batch in scraper.stream_pairs():
print(f"Received {len(batch.pairs)} pairs")
for pair in batch.pairs:
if pair.price_data.change_24h and pair.price_data.change_24h > 10:
print(f"🚀 {pair.base_token_symbol} +{pair.price_data.change_24h:.1f}%")
asyncio.run(stream_pairs())
```
## 📊 Data Formats & Export Options
### JSON Format (Default)
```json
{
"type": "pairs",
"pairs": [
{
"chain": "solana",
"dex": "raydium",
"pairAddress": "ABC123...",
"baseToken": {
"name": "Example Token",
"symbol": "EXAM",
"address": "DEF456..."
},
"price": {
"current": "1.234567",
"usd": "1.234567",
"change24h": "12.5"
},
"liquidity": {"usd": "150000.00"},
"volume": {"h24": "75000.00"},
"fdv": "5000000.00",
"createdAt": "2024-01-15T10:30:00Z"
}
]
}
```
### OHLC Format (MetaTrader Compatible)
```csv
Timestamp,Symbol,Open,High,Low,Close,Volume
1642248600,EXAM/USDC,1.20,1.35,1.18,1.25,75000
```
### Token Profile Format
```json
{
"symbol": "EXAM",
"name": "Example Token",
"description": "Revolutionary DeFi token...",
"websites": ["https://example.com"],
"socials": {
"twitter": "@exampletoken",
"telegram": "t.me/example"
}
}
```
## 🏗️ Architecture Overview
### Core Components
#### `DexScraper` (Main Class)
- **WebSocket Management**: Secure connections with automatic reconnection
- **Protocol Decoder**: Binary message parsing and validation
- **Rate Limiting**: Configurable request throttling
- **Error Recovery**: Exponential backoff with max retry limits
#### `ScrapingConfig` (Configuration)
- **Multi-Chain**: Support for 8+ blockchain networks
- **Flexible Filtering**: By DEX, volume, liquidity, market cap
- **Ranking Options**: Trending score, volume, price changes
- **Preset Configs**: Ready-to-use configurations for common scenarios
#### `Models` (Data Structures)
- **TradingPair**: Complete pair information with typed fields
- **TokenProfile**: Enhanced metadata with social links
- **OHLCData**: MetaTrader-compatible candlestick data
- **ExtractedTokenBatch**: Batch processing with metadata
#### `CLI` (Command Interface)
- **Rich Integration**: Beautiful tables and live updates
- **Interactive Mode**: Real-time pair monitoring
- **Export Options**: Multiple output formats
- **Filtering UI**: Dynamic configuration through prompts
## ⚙️ Advanced Configuration
### Preset Configurations
```python
from dexscraper import PresetConfigs
# Trending Solana pairs (default)
config = PresetConfigs.trending()
# High-volume Ethereum pairs
config = PresetConfigs.high_volume(chain=Chain.ETHEREUM)
# Multi-chain DeFi focus
config = PresetConfigs.defi_focus()
```
### Custom Configuration
```python
from dexscraper import ScrapingConfig, Chain, RankBy, DEX, Filters
config = ScrapingConfig(
chains=[Chain.SOLANA, Chain.BASE],
rank_by=RankBy.VOLUME,
order=Order.DESC,
dexes=[DEX.RAYDIUM, DEX.ORCA],
filters=Filters(
min_liquidity_usd=10000,
min_volume_24h_usd=50000,
min_fdv_usd=100000,
max_age_hours=72
)
)
```
### Rate Limiting & Reliability
```python
scraper = DexScraper(
rate_limit=2.0, # Max 2 requests/second
max_retries=10, # Retry up to 10 times
backoff_base=2.0, # Exponential backoff
use_cloudflare_bypass=True # Use cloudscraper for difficult networks
)
```
## 🛡️ Security & Reliability
### Security Features
- **SSL/TLS**: All connections use secure WebSocket (WSS)
- **Input Sanitization**: Comprehensive string cleaning and validation
- **Dependency Scanning**: Automated security checks with Bandit and Safety
- **No Secrets**: No API keys or authentication required
- **Sandboxed**: Read-only access to public market data
### Error Handling & Recovery
- **Connection Recovery**: Automatic reconnection with exponential backoff
- **Data Validation**: Multiple layers of input validation
- **Graceful Degradation**: Continue processing on partial failures
- **Rate Limiting**: Prevent overwhelming the upstream service
- **Memory Management**: Efficient handling of large data streams
## 🤝 Contributing
We welcome contributions! Please see our [Contributing Guidelines](CONTRIBUTING.md) for complete development setup, testing, and contribution workflow.
## 📄 License
**GPL-3.0** - See [LICENSE](LICENSE) for details.
## ⚖️ Important Disclaimers
### 🔬 Research & Educational Use Only
**THIS SOFTWARE IS PROVIDED FOR RESEARCH AND EDUCATIONAL PURPOSES ONLY**
- ❌ **NOT for trading or investment decisions**
- ❌ **NOT financial advice or recommendations**
- ❌ **NOT for commercial use without proper compliance**
- ✅ **FOR learning about market data structures**
- ✅ **FOR academic research and analysis**
- ✅ **FOR understanding WebSocket protocols**
### 🚫 No Affiliation with DexScreener
**THIS PROJECT IS COMPLETELY INDEPENDENT AND UNOFFICIAL**
- 🔹 **NO official relationship** with DexScreener.com
- 🔹 **NO endorsement** from DexScreener
- 🔹 **NO warranty** or guarantee of service continuity
- 🔹 **NO responsibility** for any changes to DexScreener's API
- 🔹 Users must **comply with DexScreener's Terms of Service**
### ⚠️ Risk Warnings
- **Market Risk**: Cryptocurrency markets are highly volatile and risky
- **Technical Risk**: This software may contain bugs or inaccuracies
- **Compliance Risk**: Users are responsible for regulatory compliance
- **Service Risk**: DexScreener may change or discontinue their API
- **No Guarantees**: No warranty on data accuracy, availability, or performance
### 📋 Responsible Use Guidelines
- ✅ **DO** use for learning and research
- ✅ **DO** respect DexScreener's rate limits and ToS
- ✅ **DO** verify data independently before any decisions
- ✅ **DO** understand the risks of cryptocurrency markets
- ❌ **DON'T** use for automated trading without proper risk management
- ❌ **DON'T** rely solely on this data for financial decisions
- ❌ **DON'T** abuse the service or violate terms of use
## 💝 Support Development
If this project helps your research or learning:
- ⭐ **Star this repository**
- 🐛 **Report issues and bugs**
- 🤝 **Contribute code or documentation**
- ☕ **[Buy me a coffee](https://buymeacoffee.com/vincentkoc)**
- 💖 **[Sponsor on GitHub](https://github.com/sponsors/vincentkoc)**
---
<div align="center">
<h3>🔬 FOR RESEARCH & EDUCATIONAL USE ONLY 🔬</h3>
<p><strong>No affiliation with DexScreener • Use at your own risk</strong></p>
<p><sub>Built with ❤️ for the DeFi research community</sub></p>
</div>
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"description": "# Dexscraper: \ud83d\udc7b DexScreener Real-time WebSocket Python Package\n\n[](https://badge.fury.io/py/dexscraper)\n[](https://www.python.org/downloads/release/python-390/)\n[](https://www.gnu.org/licenses/gpl-3.0)\n[](https://github.com/vincentkoc/dexscraper/actions/workflows/ci.yml)\n[](https://codecov.io/gh/vincentkoc/dexscraper)\n\n> \u26a0\ufe0f **RESEARCH & EDUCATIONAL PURPOSE ONLY** \u26a0\ufe0f\n> This project is completely **INDEPENDENT** and has **NO AFFILIATION** with DexScreener.\n> Use at your own risk for trading and ensure compliance with DexScreener's terms of service.\n\nA comprehensive Python package for real-time cryptocurrency trading data from DexScreener's WebSocket API. Supports multiple blockchain networks with rich CLI interface and programmatic access.\n\n## \u2728 Features\n\n### \ud83c\udfd7\ufe0f **Professional Package Architecture**\n- **Modular Design**: Structured as a proper Python package with clean separation of concerns\n- **Type Safety**: Full type annotations with mypy support\n- **Rich CLI**: Interactive command-line interface with live data visualization\n- **Extensible Config**: Support for multiple chains, DEXs, and filtering options\n- **Export Formats**: JSON, CSV, MetaTrader-compatible formats\n\n### \ud83d\udd17 **Multi-Chain Support**\n- **Solana** (Raydium, Orca, Jupiter)\n- **Ethereum** (Uniswap V2/V3, SushiSwap)\n- **Base, BSC, Polygon, Arbitrum, Optimism**\n- **Avalanche** and more\n\n### \ud83d\udcca **Data Processing**\n- **Real-time WebSocket**: Direct connection to DexScreener's binary protocol\n- **OHLC Data**: MetaTrader-compatible candlestick data\n- **Token Profiles**: Enhanced metadata with social links and descriptions\n- **Market Metrics**: Price, volume, liquidity, FDV, market cap\n- **Advanced Filtering**: By trending score, volume, price changes, liquidity\n\n### \ud83d\udee1\ufe0f **Enterprise-Ready**\n- **Cloudflare Bypass**: Optional cloudscraper integration for difficult networks\n- **Rate Limiting**: Configurable request throttling\n- **Error Recovery**: Robust reconnection with exponential backoff\n- **Data Validation**: Comprehensive input sanitization and NaN handling\n- **Security**: Bandit security scanning, dependency safety checks\n\n## \ud83d\ude80 Installation\n\n### From PyPI (Recommended)\n```bash\npip install dexscraper\n```\n\n### Development Installation\n```bash\ngit clone https://github.com/vincentkoc/dexscraper.git\ncd dexscraper\npip install -e .[dev]\n```\n\n### Requirements\n- **Python 3.9+**\n- **Core**: `websockets>=10.0`, `cloudscraper>=1.2.60`\n- **CLI**: `rich` (optional, for enhanced terminal interface)\n- **Dev**: `pytest`, `black`, `mypy`, `pre-commit`\n\n## \ud83d\udcd6 Quick Start\n\n### Command Line Interface\n\n**Interactive Mode** (Rich UI):\n```bash\ndexscraper interactive\n```\n\n**Simple Trending Pairs**:\n```bash\ndexscraper trending --chain solana --limit 10\n```\n\n**Export to File**:\n```bash\ndexscraper trending --chain ethereum --output pairs.json --format json\ndexscraper trending --chain solana --output ohlc.csv --format ohlc-csv\n```\n\n**Filter by DEX and Volume**:\n```bash\ndexscraper trending --dex raydium,orca --min-volume 50000 --min-liquidity 10000\n```\n\n### Programmatic Usage\n\n```python\nimport asyncio\nfrom dexscraper import DexScraper, ScrapingConfig, Chain, RankBy\n\n# Simple trending pairs\nasync def get_trending():\n scraper = DexScraper(debug=True)\n pairs = await scraper.get_pairs(limit=10)\n for pair in pairs:\n print(f\"{pair.base_token_symbol}: ${pair.price_data.usd:.6f}\")\n\n# Custom configuration\nconfig = ScrapingConfig(\n chains=[Chain.SOLANA, Chain.ETHEREUM],\n rank_by=RankBy.VOLUME,\n min_liquidity_usd=50000\n)\n\nscraper = DexScraper(config=config, use_cloudflare_bypass=True)\nasyncio.run(get_trending())\n```\n\n**Real-time Streaming**:\n```python\nasync def stream_pairs():\n scraper = DexScraper()\n async for batch in scraper.stream_pairs():\n print(f\"Received {len(batch.pairs)} pairs\")\n for pair in batch.pairs:\n if pair.price_data.change_24h and pair.price_data.change_24h > 10:\n print(f\"\ud83d\ude80 {pair.base_token_symbol} +{pair.price_data.change_24h:.1f}%\")\n\nasyncio.run(stream_pairs())\n```\n\n## \ud83d\udcca Data Formats & Export Options\n\n### JSON Format (Default)\n```json\n{\n \"type\": \"pairs\",\n \"pairs\": [\n {\n \"chain\": \"solana\",\n \"dex\": \"raydium\",\n \"pairAddress\": \"ABC123...\",\n \"baseToken\": {\n \"name\": \"Example Token\",\n \"symbol\": \"EXAM\",\n \"address\": \"DEF456...\"\n },\n \"price\": {\n \"current\": \"1.234567\",\n \"usd\": \"1.234567\",\n \"change24h\": \"12.5\"\n },\n \"liquidity\": {\"usd\": \"150000.00\"},\n \"volume\": {\"h24\": \"75000.00\"},\n \"fdv\": \"5000000.00\",\n \"createdAt\": \"2024-01-15T10:30:00Z\"\n }\n ]\n}\n```\n\n### OHLC Format (MetaTrader Compatible)\n```csv\nTimestamp,Symbol,Open,High,Low,Close,Volume\n1642248600,EXAM/USDC,1.20,1.35,1.18,1.25,75000\n```\n\n### Token Profile Format\n```json\n{\n \"symbol\": \"EXAM\",\n \"name\": \"Example Token\",\n \"description\": \"Revolutionary DeFi token...\",\n \"websites\": [\"https://example.com\"],\n \"socials\": {\n \"twitter\": \"@exampletoken\",\n \"telegram\": \"t.me/example\"\n }\n}\n```\n\n## \ud83c\udfd7\ufe0f Architecture Overview\n\n### Core Components\n\n#### `DexScraper` (Main Class)\n- **WebSocket Management**: Secure connections with automatic reconnection\n- **Protocol Decoder**: Binary message parsing and validation\n- **Rate Limiting**: Configurable request throttling\n- **Error Recovery**: Exponential backoff with max retry limits\n\n#### `ScrapingConfig` (Configuration)\n- **Multi-Chain**: Support for 8+ blockchain networks\n- **Flexible Filtering**: By DEX, volume, liquidity, market cap\n- **Ranking Options**: Trending score, volume, price changes\n- **Preset Configs**: Ready-to-use configurations for common scenarios\n\n#### `Models` (Data Structures)\n- **TradingPair**: Complete pair information with typed fields\n- **TokenProfile**: Enhanced metadata with social links\n- **OHLCData**: MetaTrader-compatible candlestick data\n- **ExtractedTokenBatch**: Batch processing with metadata\n\n#### `CLI` (Command Interface)\n- **Rich Integration**: Beautiful tables and live updates\n- **Interactive Mode**: Real-time pair monitoring\n- **Export Options**: Multiple output formats\n- **Filtering UI**: Dynamic configuration through prompts\n\n## \u2699\ufe0f Advanced Configuration\n\n### Preset Configurations\n```python\nfrom dexscraper import PresetConfigs\n\n# Trending Solana pairs (default)\nconfig = PresetConfigs.trending()\n\n# High-volume Ethereum pairs\nconfig = PresetConfigs.high_volume(chain=Chain.ETHEREUM)\n\n# Multi-chain DeFi focus\nconfig = PresetConfigs.defi_focus()\n```\n\n### Custom Configuration\n```python\nfrom dexscraper import ScrapingConfig, Chain, RankBy, DEX, Filters\n\nconfig = ScrapingConfig(\n chains=[Chain.SOLANA, Chain.BASE],\n rank_by=RankBy.VOLUME,\n order=Order.DESC,\n dexes=[DEX.RAYDIUM, DEX.ORCA],\n filters=Filters(\n min_liquidity_usd=10000,\n min_volume_24h_usd=50000,\n min_fdv_usd=100000,\n max_age_hours=72\n )\n)\n```\n\n### Rate Limiting & Reliability\n```python\nscraper = DexScraper(\n rate_limit=2.0, # Max 2 requests/second\n max_retries=10, # Retry up to 10 times\n backoff_base=2.0, # Exponential backoff\n use_cloudflare_bypass=True # Use cloudscraper for difficult networks\n)\n```\n\n## \ud83d\udee1\ufe0f Security & Reliability\n\n### Security Features\n- **SSL/TLS**: All connections use secure WebSocket (WSS)\n- **Input Sanitization**: Comprehensive string cleaning and validation\n- **Dependency Scanning**: Automated security checks with Bandit and Safety\n- **No Secrets**: No API keys or authentication required\n- **Sandboxed**: Read-only access to public market data\n\n### Error Handling & Recovery\n- **Connection Recovery**: Automatic reconnection with exponential backoff\n- **Data Validation**: Multiple layers of input validation\n- **Graceful Degradation**: Continue processing on partial failures\n- **Rate Limiting**: Prevent overwhelming the upstream service\n- **Memory Management**: Efficient handling of large data streams\n\n## \ud83e\udd1d Contributing\n\nWe welcome contributions! Please see our [Contributing Guidelines](CONTRIBUTING.md) for complete development setup, testing, and contribution workflow.\n\n## \ud83d\udcc4 License\n\n**GPL-3.0** - See [LICENSE](LICENSE) for details.\n\n## \u2696\ufe0f Important Disclaimers\n\n### \ud83d\udd2c Research & Educational Use Only\n\n**THIS SOFTWARE IS PROVIDED FOR RESEARCH AND EDUCATIONAL PURPOSES ONLY**\n\n- \u274c **NOT for trading or investment decisions**\n- \u274c **NOT financial advice or recommendations**\n- \u274c **NOT for commercial use without proper compliance**\n- \u2705 **FOR learning about market data structures**\n- \u2705 **FOR academic research and analysis**\n- \u2705 **FOR understanding WebSocket protocols**\n\n### \ud83d\udeab No Affiliation with DexScreener\n\n**THIS PROJECT IS COMPLETELY INDEPENDENT AND UNOFFICIAL**\n\n- \ud83d\udd39 **NO official relationship** with DexScreener.com\n- \ud83d\udd39 **NO endorsement** from DexScreener\n- \ud83d\udd39 **NO warranty** or guarantee of service continuity\n- \ud83d\udd39 **NO responsibility** for any changes to DexScreener's API\n- \ud83d\udd39 Users must **comply with DexScreener's Terms of Service**\n\n### \u26a0\ufe0f Risk Warnings\n\n- **Market Risk**: Cryptocurrency markets are highly volatile and risky\n- **Technical Risk**: This software may contain bugs or inaccuracies\n- **Compliance Risk**: Users are responsible for regulatory compliance\n- **Service Risk**: DexScreener may change or discontinue their API\n- **No Guarantees**: No warranty on data accuracy, availability, or performance\n\n### \ud83d\udccb Responsible Use Guidelines\n\n- \u2705 **DO** use for learning and research\n- \u2705 **DO** respect DexScreener's rate limits and ToS\n- \u2705 **DO** verify data independently before any decisions\n- \u2705 **DO** understand the risks of cryptocurrency markets\n- \u274c **DON'T** use for automated trading without proper risk management\n- \u274c **DON'T** rely solely on this data for financial decisions\n- \u274c **DON'T** abuse the service or violate terms of use\n\n## \ud83d\udc9d Support Development\n\nIf this project helps your research or learning:\n\n- \u2b50 **Star this repository**\n- \ud83d\udc1b **Report issues and bugs**\n- \ud83e\udd1d **Contribute code or documentation**\n- \u2615 **[Buy me a coffee](https://buymeacoffee.com/vincentkoc)**\n- \ud83d\udc96 **[Sponsor on GitHub](https://github.com/sponsors/vincentkoc)**\n\n---\n\n<div align=\"center\">\n <h3>\ud83d\udd2c FOR RESEARCH & EDUCATIONAL USE ONLY \ud83d\udd2c</h3>\n <p><strong>No affiliation with DexScreener \u2022 Use at your own risk</strong></p>\n <p><sub>Built with \u2764\ufe0f for the DeFi research community</sub></p>\n</div>\n",
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"codeberg": false,
"github_user": "vincentkoc",
"github_project": "dexscraper",
"travis_ci": false,
"coveralls": false,
"github_actions": true,
"requirements": [
{
"name": "websockets",
"specs": []
}
],
"lcname": "dexscraper"
}
JSON
