# Crypto News Pro Scraper + AI Analysis (`buseta/crypto-news`) Actor

Scrape crypto news from hundreds of resources all over the world! Get all the news about the market or your favorite cryptocurrency! Ready-to-use AI analysis for market trends, no API key needed. Last Update: Mar 29, 2026

- **URL**: https://apify.com/buseta/crypto-news.md
- **Developed by:** [buseta](https://apify.com/buseta) (community)
- **Categories:** News, AI
- **Stats:** 182 total users, 2 monthly users, 100.0% runs succeeded, 9 bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per usage

This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have.

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

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

### What does Crypto News Pro Scraper do?

Crypto News Pro Scraper is a sophisticated web scraper tailored to retrieve the latest real-time cryptocurrency news from **hundreds prestigious crypto news resources**. Not only does it fetch general news, but users can also specify a particular cryptocurrency and date to filter them. Each scraped news item provides a title, summary, **full article**, source, link, published time, accompanying images, reading time, and any related cryptocurrencies. Whether you're looking for hourly updates or daily digests, this tool is configurable to capture news within the desired time frame. Beyond just reading, it's about staying updated with precision and convenience.

### Why should I scrape Crypto news? And who should?

In the rapidly evolving world of cryptocurrency, information is paramount. Market movements are often influenced by news events, and having the latest headlines can provide traders, investors, and enthusiasts with an edge. By scraping crypto news, you ensure timely access to crucial information, allowing for better decision-making, trend prediction, and staying ahead of market developments. Moreover, gathering news data programmatically can assist researchers, developers and analysts in sentiment analysis, market correlation studies, AI & LLM training and more. With Crypto News Pro Scraper, you can automate this information gathering, ensuring you're always in the loop without manually sifting through multiple sources.

### How much will it cost to scrape Crypto news?

When it comes to scraping, it can be challenging to estimate the resources needed to extract data as use cases may vary significantly. That's why the best course of action is to run a test scrape with a small sample of input data and limited output. You’ll get your price per scrape, which you’ll then multiply by the number of scrapes you intend to do.

[Watch this video](https://www.youtube.com/watch?v=-wyz2iscZ30) for a few helpful tips. And don't forget that choosing a higher plan will save you money in the long run.

### Is it legal to scrape Crypto news?

Our scrapers are ethical and do not extract any private user data, such as email addresses, gender, or location. They only extract what the user has chosen to share publicly. We therefore believe that our scrapers, when used for ethical purposes by Apify users, are safe. However, you should be aware that your results could contain personal data. Personal data is protected by the [GDPR](https://en.wikipedia.org/wiki/General_Data_Protection_Regulation) in the European Union and by other regulations around the world. You should not scrape personal data unless you have a legitimate reason to do so. If you're unsure whether your reason is legitimate, consult your lawyers. You can also read Apify blog post on the [legality of web scraping](https://blog.apify.com/is-web-scraping-legal/).

### Input

By default, scraper will scrape all news related to any coin and order them by descending date (latest news will appear first). You may optionally set a specific date such as last 1 hour, last 12 hours, today, last 3 days, or last 7 days. You may also search for a specific coin, or set maximum news amount that will be scraped, and its default value is 20 news if not specified.

You can see some example inputs below.

Scraping Bitcoin-related news for today:

```json
{
    "Specific date": "Today",
    "Maximum news": 20,
    "Specific coin": "Bitcoin"
}
```

Scraping all crypto news for last 7 days:

```json
{
    "Specific date": "Last 7 Days",
    "Maximum news": 500
}
```

### Output

Each news will contain a title, 1-2 sentence long summary, source webpage, link to source, published time, cover image, other content-related images, reading time in minutes, tags of the news, and the full article content as text. You can download the dataset extracted by Crypto News Pro Scraper in various formats such as JSON, HTML, CSV, or Excel. You can see a sample result below:

```json
{
    "title": "Avalanche Price Prediction 2025-2032: Time to Buy AVAX?",
    "summary": "Avalanche Price Prediction 2025-2032 A quadrant chart by TrueUp (a tech recruitment firm) collated data from the job review platform Glassdoor",
    "source": "Cryptopolitan",
    "link": "https://www.cryptopolitan.com/avalanche-price-prediction/",
    "time": "2023-08-14 22:39:00",
    "image": "https://cryptopolitan.com/image.png",
    "content_images": [
        "https://cryptopolitan.com/image-1.png",
        "https://cryptopolitan.com/image-2.png]"
    ],
    "read_minutes": 6,
    "tags": "Avalanche, 2025, Blockchain",
    "content": "Full content of the news will appear in this field."
}
```

# Actor input Schema

## `date` (type: `string`):

News since specified time

## `max_news` (type: `integer`):

Maximum news to scrape (default: 20)

## `selected_coin` (type: `string`):

News about specific coin

## `ai_analysis` (type: `boolean`):

Generate an AI-powered market intelligence report from all scraped articles: overall sentiment (bullish/bearish/neutral), top 3 key takeaways, bullish and bearish coins, and trending topics. Powered by Claude AI via Apify OpenRouter.

## `proxy_config` (type: `object`):

Select proxies to be used for scraping

## Actor input object example

```json
{
  "date": "1d",
  "max_news": 5,
  "ai_analysis": true,
  "proxy_config": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `results` (type: `string`):

Cryptocurrency news articles with content, images, and metadata from CoinMarketCap.

# 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 = {
    "date": "1d",
    "max_news": 5,
    "ai_analysis": false,
    "proxy_config": {
        "useApifyProxy": false
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("buseta/crypto-news").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 = {
    "date": "1d",
    "max_news": 5,
    "ai_analysis": False,
    "proxy_config": { "useApifyProxy": False },
}

# Run the Actor and wait for it to finish
run = client.actor("buseta/crypto-news").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{
  "date": "1d",
  "max_news": 5,
  "ai_analysis": false,
  "proxy_config": {
    "useApifyProxy": false
  }
}' |
apify call buseta/crypto-news --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,buseta/crypto-news"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/b1lzFuwDikx0JrMU5/builds/yBmqyAgm2ScchOxbC/openapi.json