🪙 Pump.fun Token Scraper

🕒 Last updated: 2026-05-05

Keep an eye on new Solana token launches and track real-time trading activity on Pump.fun. Gather comprehensive token data, including market metrics, social links, and reserve balances. It's ideal for traders seeking emerging tokens, researchers studying token economics, or developers working on Solana projects.

The Pump.fun Token Scraper captures over 30 data fields per token, such as market cap, holder counts, and reserve balances. You can also filter by launch time, market performance, or NSFW status.

🎬 Demo Video

Demo video coming soon.

✨ What Does It Do

• 🪙 Token Name & Symbol - Find tokens by their official name and ticker symbol
• 📊 Market Cap - See real-time valuation in Solana and US dollars
• 💰 Reserve Balances - Keep tabs on virtual and real liquidity reserves
• 🔗 Blockchain Addresses - Gather mint addresses, bonding curves, and DEX pool details
• 👥 Creator Info - Discover creator wallet, username, and community engagement
• 🌐 Social Links - Collect Twitter, Telegram, and website URLs

🔧 Input

• Max Items - Set how many tokens to collect per run
• Sort By - Order results by Last Trade Time, Created Time, or Market Cap
• Sort Order - Choose Descending for newest first, or Ascending for oldest first
• Include NSFW - Decide if you want to include tokens marked as NSFW
• Search Term - Optionally filter tokens by name or symbol
• Include Token Details - Enable to gather detailed token info
• Max Concurrency - Adjust parallel collection speed to manage rate limits
• Request Delay - Control request pacing with wait time between collections

Example input configuration:

{
  "maxItems": 100,
  "sortBy": "last_trade_timestamp",
  "order": "DESC",
  "includeNsfw": false,
  "searchTerm": "",
  "includeDetails": false,
  "maxConcurrency": 5,
  "requestDelayMs": 0
}

📊 Output

Each token includes up to 30 data fields. Download as JSON, CSV, or Excel.

🪙 Token Name	📈 Symbol	💰 Market Cap (SOL)
💵 Market Cap (USD)	📊 Peak Market Cap	💎 Total Supply
🔗 Mint Address	🌐 Token URL	📝 Description
👤 Creator Address	🧑 Creator Username	💬 Community Replies
⚠️ Currently Live	🚫 Is Banned	📢 Is NSFW
🔗 Bonding Curve	🔗 Raydium Pool	🔗 Pump Swap Pool
💧 Virtual SOL Reserves	💧 Virtual Token Reserves	💧 Real SOL Reserves
💧 Real Token Reserves	🎓 Graduated to DEX	📷 Token Image
📅 Created Date	📅 Last Trade Date	📅 Peak Cap Date
🐦 Twitter	💬 Telegram	🌐 Website
📍 Metadata URI	⏱️ All Timestamps	📅 Collection Date

💎 Why Choose the Pump.fun Token Scraper

Feature	Our Actor
Collects 30+ token data fields	✔️
Sort by launch time or market performance	✔️
No login or credentials required	✔️
Real-time trading activity data	✔️
Detailed token economics included	✔️
Social links and community metrics	✔️
Filter NSFW and banned tokens	✔️
Export JSON, CSV, or Excel formats	✔️
Optional enriched data from detailed sources	✔️
Automatic pagination handling	✔️
Built-in failure recovery	✔️
Parallel collection for speed	✔️

📋 How to Use

No technical skills required. Follow these simple steps:

1. Sign Up: Create a free account with $5 credit
2. Find the Tool: Search for "Pump.fun Token Scraper" in the Apify Store and configure your input
3. Run It: Click "Start" and watch your results appear

That's it. No coding, no setup, no complicated configuration. Export your data in CSV, Excel, or JSON format.

🎯 Business Use Cases

• 🚀 Token Hunters - Scan for new launches to spot opportunities early
• 📊 Market Researchers - Track peak market caps and trading times for momentum insights
• 💼 Portfolio Managers - Export mint addresses and reserve data to study token economics

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✨ Why choose this Actor

	Capability
🎯	Built for the job. Scoped specifically to this data source so you skip the parser engineering entirely.
🔖	Structured output. Clean, typed fields ready for analysis, dashboards, or downstream pipelines.
⚡	Fast. Optimized request patterns return results in seconds, not minutes.
🔁	Always fresh. Every run pulls live data, so the dataset reflects the source as of run time.
🌐	No infra to manage. Apify handles proxies, retries, scaling, scheduling, and storage.
🛡️	Reliable. Battle-tested across many runs and edge cases, with graceful error handling.
🚫	No code required. Configure in the UI, run from CLI, schedule via cron, or call from any language with the Apify SDK.

📊 Production-grade structured data without the engineering overhead of building and maintaining your own scraper.

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📈 How it compares to alternatives

Approach	Cost	Coverage	Refresh	Filters	Setup
⭐ Pump.fun Token Scraper (this Actor)	$5 free credit, then pay-per-use	Full source coverage	Live per run	Source-native filters supported	⚡ 2 min
Build your own scraper	Engineering hours	Full once built	Whenever you maintain it	Custom code	🐢 Days to weeks
Paid managed APIs	$$$ monthly	Vendor-defined	Live	Vendor-defined	⏳ Hours
Third-party data dumps	Varies	Subset, often stale	Periodic	None	🕒 Variable

Pick this Actor when you want broad coverage, server-side filtering, and no pipeline maintenance.

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🚀 How to use

1. 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
2. 🌐 Open the Actor. Go to the Pump.fun Token Scraper page on the Apify Store.
3. 🎯 Set input. Configure the input fields in the form (or paste a JSON), then set maxItems.
4. 🚀 Run it. Click Start and let the Actor collect your data.
5. 📥 Download. Grab your results in the Dataset tab as CSV, Excel, JSON, or XML.

⏱️ Total time from signup to downloaded dataset: 3-5 minutes. No coding required.

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💼 Business use cases

📊 Data & Analytics Build trend reports and dashboards from live source data Feed BI tools, warehouses, and ML pipelines with structured records Run periodic snapshots to track changes over time Compare segments, regions, or categories with consistent fields	🏢 Operations & Strategy Monitor competitor moves, pricing, and inventory shifts Build internal directories and lookup tools backed by current data Power workflows that depend on fresh source records Cut manual data-gathering time from hours to minutes
🎯 Marketing & Growth Identify market opportunities and trending topics Research target audiences and customer personas at scale Power lead-generation pipelines with verified records Track sentiment, reviews, or social signals over time	🛠️ Engineering & Product Prototype features that need real-world data without owning a crawler Replace fragile in-house scrapers with a managed Actor Wire datasets into your apps via the Apify API or webhooks Skip the proxy, retry, and parsing maintenance entirely

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🌟 Beyond business use cases

Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.

🎓 Research and academia Empirical datasets for papers, thesis work, and coursework Longitudinal studies tracking changes across snapshots Reproducible research with cited, versioned data pulls Classroom exercises on data analysis and ethical scraping	🎨 Personal and creative Side projects, portfolio demos, and indie app launches Data visualizations, dashboards, and infographics Content research for bloggers, YouTubers, and podcasters Hobbyist collections and personal trackers
🤝 Non-profit and civic Transparency reporting and accountability projects Advocacy campaigns backed by public-interest data Community-run databases for local issues Investigative journalism on public records	🧪 Experimentation Prototype AI and machine-learning pipelines with real data Validate product-market hypotheses before engineering spend Train small domain-specific models on niche corpora Test dashboard concepts with live input

🤖 Ask an AI assistant about this scraper

Open a ready-to-send prompt about this ParseForge actor in the AI of your choice:

• 💬 ChatGPT
• 🧠 Claude
• 🔍 Perplexity
• 🅒 Copilot

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❓ Frequently Asked Questions

🔍 How does it work? The tool collects token listings from Pump.fun's public data sources. It gathers current token data, enriches it with detailed information if needed, and outputs a structured dataset.

📊 How accurate is the data? Data is pulled directly from Pump.fun in real-time, including verified on-chain addresses, market metrics, and community engagement numbers. Timestamps indicate when the data was collected.

📅 Can I schedule regular runs? Yes, using Apify's scheduling, you can run the tool hourly, daily, or at any interval. Export results to your preferred destination or trigger workflows in Zapier or Make.

⚖️ Is it legal to collect this data? The tool gathers data from Pump.fun's public sources. You're responsible for complying with Pump.fun's terms of service and local laws when using this data.

🛡️ Will Pump.fun block me? The tool uses standard browser headers and automatic retries. If you encounter rate limits, lower the Max Concurrency setting or increase the Request Delay. No special proxy is needed.

⚡ How long does a run take? For 100 tokens with basic data, expect 5 to 15 seconds. With enriched data, it takes an additional 20 to 60 seconds, depending on settings

⚠️ Are there any limits? Free users can collect up to 100 results per run. Paid users can collect up to 1,000,000 results per run.

🔗 Integrate Pump.fun Token Scraper with any app

• Make
• Zapier
• GitHub
• Slack
• Airbyte
• Google Drive

🔌 Integrate with any app

Pump.fun Token Scraper connects to any cloud service via Apify integrations:

• Make - Automate multi-step workflows
• Zapier - Connect with 5,000+ apps
• Slack - Get run notifications in your channels
• Airbyte - Pipe results into your warehouse
• GitHub - Trigger runs from commits and releases
• Google Drive - Export datasets straight to Sheets

You can also use webhooks to trigger downstream actions when a run finishes. Push fresh data into your product backend, or alert your team in Slack.

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🚀 Ready to Start?

Create a free account with $5 credit and collect your first 100 results for free. No coding, no setup.

🆘 Need Help?

• Check the FAQ section above for common questions
• Visit the Apify support page for documentation and tutorials
• Contact us to request a new scraper, propose a custom project, or report an issue at Tally contact form

⚠️ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Pump.fun or any of its subsidiaries. All trademarks mentioned are the property of their respective owners.

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💡 Pro Tip: browse the complete ParseForge collection for more reference-data scrapers.