Pump.fun Token Scraper: Extract Real-Time Solana Meme Coin Data at Scale

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Cryptocurrency markets move fast—especially on high-speed blockchains like Solana, where new meme tokens launch by the minute. For traders, analysts, and data scientists, staying ahead means accessing real-time, structured data from platforms like Pump.fun, the leading launchpad for Solana-based tokens. That’s where a powerful Pump.fun scraper comes in.

This advanced data extraction tool enables users to collect comprehensive information on up to 1,000 tokens in a single operation, delivering actionable insights into market dynamics, social engagement, and token performance—all directly from Pump.fun’s ecosystem.

Whether you're tracking emerging projects, backtesting trading strategies, or conducting due diligence, this scraper transforms raw blockchain activity into structured, analyzable data.

👉 Discover how real-time crypto data can power your next trading edge.

Why Scrape Data from Pump.fun?

Pump.fun has become a hotspot for viral meme coins built on the Solana network. With low barriers to entry, thousands of new tokens are created daily, making it a fertile ground for early discovery—but also a minefield of noise and risk.

Manual monitoring simply isn’t feasible. Automated data collection allows you to:

By scraping Pump.fun at scale, you turn chaos into clarity.

Core Features of the Pump.fun Scraper

This scraper is engineered for speed, precision, and flexibility. Designed with developers and quantitative analysts in mind, it delivers full token metadata with customizable filtering to optimize performance and cost.

Bulk Token Data Extraction

Retrieve detailed information on up to 1,000 tokens per run, enabling large-scale analysis across the Solana meme coin landscape.

Real-Time Price Integration

For graduated tokens now trading on Raydium, the scraper pulls live price data, including:

This allows immediate assessment of volatility and momentum—critical for short-term trading decisions.

Advanced Filtering Options

Reduce noise and focus only on relevant tokens using these filters:

These controls help you tailor results to your strategy—whether you're hunting fresh launches or evaluating established projects.

Complete Token Metadata

Every scraped token includes rich, structured data points:

🔹 Basic Information

🔹 Market Metrics

🔹 Social & Project Links

🔹 Engagement & Activity

This depth of data supports everything from technical analysis to social sentiment modeling.

👉 Unlock live crypto market data for smarter decision-making.

Key Use Cases: How Traders & Analysts Benefit

📊 Market Intelligence & Trend Analysis

Understand macro trends in the Solana meme coin space. Are new tokens launching faster? Is average market cap rising? Are certain categories (AI, gaming, politics) dominating? Use scraped data to answer these questions with hard numbers.

🔍 Early Token Discovery

Set up alerts based on created_timestamp to catch tokens within minutes of launch. Combine with high reply counts or rapid market cap growth to spot potential "pumps" before they trend widely.

🧮 Data-Driven Trading Strategies

Backtest hypotheses like:

With structured historical output, you can build predictive models using Python, R, or machine learning frameworks.

💰 Valuation Monitoring

Track market cap trajectories to identify undervalued gems. A sudden spike from $10K to $50K in under 30 minutes could signal coordinated buying—or an opportunity missed.

🗣️ Social Sentiment Analysis

Use reply counts and social links as proxies for community strength. High engagement early on often correlates with longevity. Cross-reference Twitter profiles to assess marketing effort.

🔎 Project Verification & Due Diligence

Check metadata authenticity:

Avoid scams by filtering out tokens with missing or suspicious details.

⚖️ Competitive Benchmarking

Compare new tokens against past successes. How does “Bearly AI” stack up against “Wen” at a similar age? Use scraped benchmarks to make informed calls.

Input Configuration: Customize Your Data Pull

The scraper accepts configurable input parameters to refine results:

ParameterTypeDescriptionDefault
sortStringField to sort by: last_trade_timestamp, created_timestamp, last_reply, market_capcreated_timestamp
orderStringSort direction: ASC or DESCDESC
includeNsfwBooleanInclude NSFW-labeled tokensfalse

Additional advanced options allow filtering by:

Example Input Configuration

{
  "has_king_of_the_hill": false,
  "include_pricing": true,
  "is_graduated": false,
  "is_mkt_cap_usd": false,
  "is_nsfw": true,
  "min_created_timestamp": "1 hour",
  "min_last_trade_timestamp": "10 minutes",
  "limit": 1000,
  "offset": 0,
  "order_by": "created_timestamp",
  "order_by_direction": "DESC"
}

This setup retrieves up to 1,000 recently created tokens within the last hour that had trading activity in the past 10 minutes—ideal for spotting live movers.

Sample Output: Structured JSON Ready for Analysis

Each returned record is a fully detailed JSON object containing all available token data:

{
  "mint": "hXiY1MPjbuuWCeg5AYUgAawqsmJkm7i9rw4W8vKpump",
  "name": "Bearly AI",
  "symbol": "Bearly",
  "description": "Research app for reading and writing with access to leading AI models in an easy-to-use UI",
  "creator": "34sNEPBxrThLYbU3GozAqeLMwYPfnrnu2736rbfnNs5p",
  "market_cap": 22.21,
  "usd_market_cap": 4539.06,
  "created_timestamp": "2025-02-09 07:41:48.258000+00:00",
  "image_uri": "https://ipfs.io/ipfs/QmUUXScn33dJeLGCpiGHp5u3Cqr88wHBewsD9hzB6EtaAr",
  "metadata_uri": "https://ipfs.io/ipfs/QmQa4u6TCnaSKzeaftWPmPVofvfDv4QmFPSSXZzGwDQf9k",
  "twitter": "https://x.com/bearlyai/status/1888416487452627438",
  "telegram": null,
  "bonding_curve": "5hu5MRiYLYMnYXQXUm5vsTd32s4A9mHyuPWznKryD8vD",
  "raydium_pool": "7Vux5xC9XZJ89gxRD2bUESjjtY4iRzihnEruVVG1Liag",
  "complete": true,
  "virtual_sol_reserves": 115005359342,
  "total_supply": 1000000000000000,
  "website": null,
  "show_name": true,
  "last_trade_timestamp": "2025-02-09 07:50:05+00:00",
  "reply_count": 11,
  "last_reply": "2025-02-09 07:57:16+00:00",
  "nsfw": false,
  "pool": {
    "pool_name": "Bearly / SOL",
    "price": 4.29485225223411e-06,
    "price_change_5m": -97.66,
    "price_change_24h": -96.5
  },
  "scraped_date": "2025-02-09 08:03:56.839560+00:00"
}

This format integrates seamlessly with databases, dashboards (like Tableau or Power BI), or algorithmic trading systems.

Frequently Asked Questions (FAQ)

What is Pump.fun?

Pump.fun is a decentralized platform on the Solana blockchain that allows users to create and trade meme tokens instantly using a bonding curve model. Many tokens that gain traction graduate to Raydium for open-market trading.

Can I use this scraper legally?

Yes—this tool collects publicly available data from Pump.fun’s frontend. It does not interact with private APIs or violate terms of service when used responsibly and without overloading servers.

How often should I run the scraper?

For real-time monitoring, run every 5–10 minutes. Adjust frequency based on your use case: longer intervals for research, shorter for live trading signals.

Does it work for both new and graduated tokens?

Yes. The scraper captures all tokens listed on Pump.fun, including those still in bonding curve phase and those already migrated to Raydium—with price data included for graduated ones.

Can I export data to CSV or Excel?

Yes. The JSON output can be easily converted to CSV using tools like Pandas (Python), jq (command line), or online converters—ideal for spreadsheet analysis.

Is there rate limiting?

To ensure stability and fairness, execution frequency may be limited depending on the hosting environment. Consider spacing out runs if performing continuous monitoring.

👉 Access real-time crypto analytics to stay ahead of market moves.

Final Thoughts: Turn Data Into Alpha

In the fast-paced world of Solana meme coins, information asymmetry creates profit opportunities. The Pump.fun scraper levels the playing field by giving you instant access to granular, real-time data that most retail traders never see.

From early detection to deep analysis, this tool empowers traders, researchers, and builders to make smarter decisions—backed by data, not hype.

Whether you're building a dashboard, training an AI model, or scanning for the next big pump, structured access to Pump.fun’s ecosystem is your competitive advantage.

Core Keywords: Pump.fun scraper, Solana meme coin data, token market cap tracking, crypto data extraction, real-time token analytics, Raydium pool prices, blockchain data scraping, meme coin discovery