# Pump.fun Scraper - Low-cost💲🔥🚀🪙 (`delectable_incubator/pump-fun-scraper-low-cost`) Actor

⚡🪙 Extract Pump.fun meme coin data on Solana with ease. Collect token names, symbols, market caps, trading activity, creation dates, social links, holder metrics, liquidity data, and token URLs. Ideal for meme coin discovery, trend tracking, token monitoring, and trading intelligence. 📈🔥📊

- **URL**: https://apify.com/delectable\_incubator/pump-fun-scraper-low-cost.md
- **Developed by:** [Prime Scrape](https://apify.com/delectable_incubator) (community)
- **Categories:** E-commerce, News, Lead generation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $0.00005 / actor start

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

<p align="center">
  <img src="https://i.ibb.co/jkNS73wX/readme.png" alt="Pump.fun Crypto Coin Scraper" width="100%">
</p>

---

## 🚀🪙 Pump.fun Crypto Coin Scraper | Bulk Meme Coin Scraper | Solana Token Scraper | Apify Actor

### 🚀 Extract Pump.fun Meme Coins in Seconds (No Code)

The **Pump.fun Crypto Coin Scraper (Apify Actor)** is a powerful, scalable and **SEO-optimized Pump.fun scraper** built to **scrape Pump.fun coins in bulk**, monitor newly launched Solana meme coins, analyze token metrics, discover trending crypto projects and export structured blockchain data for **market research, AI datasets, trading bots, analytics dashboards and crypto intelligence**.

Perfect for crypto traders, blockchain researchers, investors, developers, data analysts and meme coin enthusiasts.

---

## 🔥 Why Choose This Pump.fun Scraper?

✔ Best Pump.fun scraper on Apify

✔ Bulk URL scraping support (SEO BOOST 🚀)

✔ Bulk keyword search support

✔ Scrape newly launched Solana meme coins

✔ Extract complete token metadata

✔ High-speed cloud scraping engine

✔ Structured JSON / CSV / Excel output

✔ No coding required

✔ Perfect for crypto analytics & trading research

---

## 🎯 What This Scraper Does

Simply provide one or multiple **Pump.fun search URLs** or **keywords**, and the Actor automatically extracts all available tokens together with their complete metadata.

#### 📌 Core Features

✅ Scrape Pump.fun search results

✅ Bulk URL mode (multiple search pages)

✅ Bulk keyword mode (multi-search)

✅ Sort by Market Cap

✅ Sort by Creation Time

✅ Sort by Last Trade

✅ Sort by Currently Live

✅ Automatic pagination

✅ Extract creator information

✅ Extract market statistics

✅ Extract social links

✅ Export clean structured datasets

---

## ⚡ Input Configuration

### 🔥 BULK KEYWORD MODE (SEO BOOST 🚀)

````

{
"keywords": \[
"pepe",
"doge",
"cat",
"bitcoin",
"trump",
"elon",
"ai",
"solana",
"meme",
"pump",
"gaming",
"nft",
"finance",
"defi",
"crypto",
"baby",
"moon",
"inu",
"frog",
"bull",
"bear",
"ethereum",
"banana",
"rocket",
"wizard"
],
"sort": "Market Cap",
"maxItems": 500
}

```

---

## 📊 Extracted Token Data

| Field | Description |
|------|-------------|
| mint | Token mint address |
| name | Token name |
| symbol | Token symbol |
| description | Project description |
| image_uri | Token image |
| metadata_uri | Metadata URL |
| twitter | Twitter link |
| telegram | Telegram link |
| website | Official website |
| creator | Creator wallet |
| username | Creator username |
| profile_image | Creator avatar |
| created_timestamp | Launch timestamp |
| last_trade_timestamp | Latest trade |
| king_of_the_hill_timestamp | Peak timestamp |
| market_cap | Market Cap |
| usd_market_cap | USD Market Cap |
| total_supply | Total Supply |
| virtual_sol_reserves | SOL reserves |
| virtual_token_reserves | Token reserves |
| bonding_curve | Bonding curve |
| associated_bonding_curve | Associated curve |
| raydium_pool | Raydium Pool |
| market_id | Market ID |
| complete | Launch completed |
| is_currently_live | Live trading |
| hidden | Hidden status |
| inverted | Market orientation |
| reply_count | Community replies |
| last_reply | Last community reply |
| nsfw | NSFW flag |
| rec_id | Internal ID |

---

## 💡 Popular Use Cases

This Pump.fun scraper is perfect for:

📈 Pump.fun coin tracking

🪙 Solana meme coin discovery

🚀 New token monitoring

📊 Crypto market intelligence

🤖 AI crypto datasets

💹 Algorithmic trading research

📡 Meme coin trend detection

📈 Market cap analysis

🧠 Tokenomics research

🔎 Wallet & creator analysis

📉 Liquidity monitoring

🌍 Blockchain analytics

⚡ Trading dashboards

💼 Investment research

📊 DeFi analytics

---

## 🚀 Key Features

⚡ Bulk URL scraping

⚡ Bulk keyword scraping

⚡ Smart pagination

⚡ Fast cloud execution

⚡ Automatic retries

⚡ High scalability

⚡ Clean structured output

⚡ Export-ready datasets

⚡ Enterprise ready

⚡ No-code solution

---

## 📤 Supported Export Formats

✔ JSON

✔ CSV

✔ Excel (XLSX)

✔ XML

✔ HTML

---

## 📦 Example Output

```

{
"mint": "FasH397CeZLNYWkd3wWK9vrmjd1z93n3b59DssRXpump",
"name": "The Next Bitcoin",
"symbol": "BUTTCOIN",
"description": "Unlock the power of your farts by collecting butt coins.",
"image\_uri": "https://ipfs.io/ipfs/...",
"metadata\_uri": "https://ipfs.io/ipfs/...",
"twitter": "N/A",
"telegram": "N/A",
"website": "https://example.com",
"creator": "EnNEiTdV9g2Y...",
"created\_timestamp": 1738256213954,
"last\_trade\_timestamp": 1738256212000,
"market\_cap": 29370,
"usd\_market\_cap": 5278670.1,
"total\_supply": 1000000000000000,
"reply\_count": 450,
"is\_currently\_live": false
}

````

---

## 🔥 Why This is the BEST Pump.fun Scraper on Apify?

✔ Optimized for Apify marketplace ranking

✔ Bulk URL support (rare feature)

✔ Bulk keyword support

✔ Solana meme coin specialization

✔ Complete token metadata extraction

✔ Fast & scalable architecture

✔ SEO optimized

✔ Enterprise-ready

✔ AI dataset compatible

✔ Perfect for crypto professionals

---

## 💸 Pricing

This scraper runs on a pay-per-result pricing model.

You only pay for successfully extracted records.

💳 Price: **$3.29 / 1,000 results**

---

## ❓ FAQ

#### Can I scrape multiple Pump.fun URLs?

Yes. Bulk URL mode is fully supported.

#### Can I scrape multiple keywords?

Yes. Bulk keyword mode allows unlimited keyword searches.

#### Can I monitor newly launched meme coins?

Yes. Sort by creation time to monitor the newest tokens.

#### Can I export the data?

Yes.

Supported formats:

- JSON

- CSV

- Excel

- XML

- HTML

#### Is coding required?

No.

This is a fully no-code Apify Actor.

---

## ⚠️ Disclaimer

This tool is an independent data extraction solution and is **not affiliated with Pump.fun**.

---

## 🔗 Related Actors

Discover more high-performance scraping tools from the **PrimeScrape Ecosystem**.

🚀 More premium Actors coming soon.

---

## 🌍 PrimeScrape Ecosystem

Built for:

📊 Crypto Intelligence

🪙 Meme Coin Tracking

📈 Blockchain Analytics

🤖 AI Training Datasets

⚙️ Automation Pipelines

💹 Trading Research

🌍 Web Scraping at Scale

---

## 📬 Support

⭐⭐⭐⭐⭐

If you enjoy this Actor, please leave a review.

Need custom scraping solutions, enterprise integrations or premium Actors?

📩 Contact **PrimeScrape** through the Apify platform.

# Actor input Schema

## `keywords` (type: `array`):

One or more keywords to search on Pump.fun. Each keyword is scraped separately.
## `sort_input` (type: `string`):

Select the sorting method for the results 🔽.
## `maxitems` (type: `integer`):

Maximum number of results to scrape per keyword.

## Actor input object example

```json
{
  "keywords": [
    "dog"
  ],
  "sort_input": "Market Cap",
  "maxitems": 100
}
````

# Actor output Schema

## `overview` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "keywords": [
        "dog"
    ],
    "sort_input": "Market Cap",
    "maxitems": 100
};

// Run the Actor and wait for it to finish
const run = await client.actor("delectable_incubator/pump-fun-scraper-low-cost").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "keywords": ["dog"],
    "sort_input": "Market Cap",
    "maxitems": 100,
}

# Run the Actor and wait for it to finish
run = client.actor("delectable_incubator/pump-fun-scraper-low-cost").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "keywords": [
    "dog"
  ],
  "sort_input": "Market Cap",
  "maxitems": 100
}' |
apify call delectable_incubator/pump-fun-scraper-low-cost --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=delectable_incubator/pump-fun-scraper-low-cost",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Pump.fun Scraper - Low-cost💲🔥🚀🪙",
        "description": "⚡🪙 Extract Pump.fun meme coin data on Solana with ease. Collect token names, symbols, market caps, trading activity, creation dates, social links, holder metrics, liquidity data, and token URLs. Ideal for meme coin discovery, trend tracking, token monitoring, and trading intelligence. 📈🔥📊",
        "version": "0.0",
        "x-build-id": "LbhOavDXYAGwM8cfy"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/delectable_incubator~pump-fun-scraper-low-cost/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-delectable_incubator-pump-fun-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/delectable_incubator~pump-fun-scraper-low-cost/runs": {
            "post": {
                "operationId": "runs-sync-delectable_incubator-pump-fun-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/delectable_incubator~pump-fun-scraper-low-cost/run-sync": {
            "post": {
                "operationId": "run-sync-delectable_incubator-pump-fun-scraper-low-cost",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "keywords",
                    "sort_input"
                ],
                "properties": {
                    "keywords": {
                        "title": "Keywords 🔍",
                        "type": "array",
                        "description": "One or more keywords to search on Pump.fun. Each keyword is scraped separately.",
                        "default": [
                            "dog"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "sort_input": {
                        "title": "Sort By 🔽",
                        "enum": [
                            "Market Cap",
                            "Currently Live",
                            "Creation Time",
                            "Last Trade"
                        ],
                        "type": "string",
                        "description": "Select the sorting method for the results 🔽.",
                        "default": "Market Cap"
                    },
                    "maxitems": {
                        "title": "Maximum number of results per keyword 📊",
                        "type": "integer",
                        "description": "Maximum number of results to scrape per keyword.",
                        "default": 100
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```