# LATOKEN Crypto Markets Scraper (`parseforge/latoken-markets-scraper`) Actor

Scrapes live market summaries from LATOKEN and returns each trading pair as a flat row with price, volume, and 24h change. Filter by symbol and export to CSV, JSON, Excel, or XML.

- **URL**: https://apify.com/parseforge/latoken-markets-scraper.md
- **Developed by:** [ParseForge](https://apify.com/parseforge) (community)
- **Categories:** Business, Automation, Other
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $7.69 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — 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

[![ParseForge](https://raw.githubusercontent.com/ParseForge/apify-assets/main/banner.jpg)](https://apify.com/parseforge?fpr=vmoqkp)

### LATOKEN Crypto Markets Scraper

**Scrape live crypto market data from LATOKEN, including price, volume, and 24h change, for any trading pair.** Filter by symbol and collect up to a million markets per run. Export to CSV, JSON, Excel, or XML.

LATOKEN lists hundreds of crypto spot markets, but checking them manually through the web interface is slow. This actor reads the public market data directly, lets you filter by trading pair symbol, and returns a structured dataset you can analyze or archive. No API key or account needed.

| Who uses it | What they scrape LATOKEN for |
|---|---|
| Crypto traders | Monitor price and volume changes across specific LATOKEN markets in one spreadsheet. |
| Market analysts | Track daily trading activity and liquidity for tokens listed on LATOKEN. |
| Portfolio trackers | Pull current prices for a watchlist of symbols to update a portfolio valuation. |
| Data engineers | Ingest raw LATOKEN market snapshots into a data warehouse on a schedule. |

### What it does

This Actor collects live market summaries from LATOKEN and returns each trading pair as a flat row with its price, volume, and 24-hour change.

- 🔍 **Symbol filter:** Keep only markets whose trading pair contains a specific substring, like BTC or USDT.
- 📊 **Volume and change data:** Each row includes 24h trading volume, price change percentage, and last price.
- ⚡ **High throughput:** Collect up to a million market records in a single run for broad analysis.

Results export to CSV, JSON, Excel, or XML, or straight from the API.

### What you can do with LATOKEN data

**📈 Monitor a watchlist of tokens.**

A trader runs the actor with a symbol filter set to USDT and exports the results to track which stablecoin pairs are moving.

**📊 Build a LATOKEN market snapshot.**

A data engineer schedules a daily run to collect all markets and loads the CSV into a PostgreSQL database for historical analysis.

**💰 Find high-volume trading opportunities.**

A market analyst scrapes all BTC pairs, sorts by 24h volume in a spreadsheet, and identifies the most liquid markets for a trading strategy.

**🔔 Feed a price alert system.**

A developer integrates the JSON output into a script that checks for price changes above a threshold and sends a notification.

### Why choose this scraper

| | What you get |
|---|---|
| **Live price data** | Last traded price for every market on LATOKEN |
| **24h volume** | Trading volume in the base and quote currencies over the last 24 hours |
| **Price change** | Percentage change in price over the last 24 hours |
| **Structured output** | Clean, flat rows ready for CSV, JSON, Excel, or XML export |

### How it compares

No other Store actor targets LATOKEN the same way, so the honest comparison is with the alternatives teams actually weigh.

| | LATOKEN Crypto Markets Scraper | Build it in-house | By hand |
|---|---|---|---|
| Setup | Run it now, zero config | Days of engineering | None, but hours per pull |
| When LATOKEN changes | Maintained for you | You fix it | You re-learn the page |
| Proxies, retries, anti-bot | Built in | Your problem | Browser only |
| Output | Fixed JSON schema, CSV/Excel export | Whatever you build | Copy-paste |
| Cost | Pay per result | Engineering time | Analyst hours |

### Configure the run

Drive the Actor with an optional symbol filter and a maximum item count. The filter runs as each market is read, so only matching pairs reach your final dataset. The Input tab lists every parameter.

A first run with the defaults:

```json
{
 "symbolFilter": "BTC",
 "maxItems": 10
}
```

A larger pull:

```json
{
 "symbolFilter": "BTC",
 "maxItems": 200
}
```

### Pricing

Pay-per-result: **$0.0085 per result** collected. You pay only for the results written to your dataset.

| Results collected | Approximate cost |
|---|---|
| 100 results | $0.85 |
| 1,000 results | $8.50 |
| 10,000 results | $85.00 |

New Apify accounts start with $5 in free credit.

### Free users

Free-plan runs return up to 10 results as a preview. [Upgrade your Apify plan](https://console.apify.com/sign-up?fpr=vmoqkp) to collect up to 1,000,000 results per run.

### Run it

1. [Create a free Apify account with $5 in credit](https://console.apify.com/sign-up?fpr=vmoqkp).
2. Open the [LATOKEN Crypto Markets Scraper](https://apify.com/parseforge/latoken-markets-scraper?fpr=vmoqkp).
3. Set your inputs and any filters, then click **Start**.
4. Export the results as CSV, Excel, JSON, or XML from the **Dataset** tab.

Run it programmatically through the [Apify API](https://docs.apify.com/api/v2) (`run-sync-get-dataset-items`) or the [ApifyClient](https://docs.apify.com/api/client/js) for JavaScript and Python.

### Use with AI agents (MCP)

Give an AI agent live access to LATOKEN through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:

```bash
claude mcp add --transport http apify "https://mcp.apify.com/?tools=parseforge/latoken-markets-scraper"
```

Then prompt it in plain language to run the scraper and read back the results.

### Troubleshooting

**Why am I getting no results?**

Check your Symbol Filter value. If it does not match any trading pair on LATOKEN, the dataset will be empty. Try leaving it blank to see all available markets first.

**The run finished but the dataset has fewer rows than I expected.**

The Maximum markets input caps the number of rows. Increase this number if you want more results. Also verify that your Symbol Filter is not too restrictive.

**Can I get historical market data from past dates?**

No. This actor captures a live snapshot of the current market state. It does not provide historical OHLCV or past daily summaries.

**The price or volume looks different from what I see on the LATOKEN website.**

Market data updates frequently. A slight difference is expected between the moment the actor runs and when you check the website. Run the actor again to get the latest snapshot.

**Why does the actor fail with a timeout error?**

This is rare for a single request. Check your network or proxy settings in Apify. If the LATOKEN endpoint is temporarily slow, wait a few minutes and retry.

### FAQ

| Question | Answer |
|---|---|
| Do I need a LATOKEN account or API key to use this scraper? | No. This actor reads the public market data that is visible without logging in, so no account or API key is required. |
| What data does each market row contain? | Each row includes the trading pair symbol, last price, 24-hour trading volume, and 24-hour price change percentage. The exact field list is shown in the sample output on this page. |
| How do I scrape only Bitcoin or USDT markets? | Set the Symbol Filter input to BTC or USDT. The actor will return only markets whose trading pair symbol contains that text, case-insensitive. |
| Can I scrape all markets on LATOKEN? | Yes. Leave the Symbol Filter empty and set Maximum markets to a high number like 1000000 to collect every available market in one run. |
| How often is the market data updated? | The actor fetches a live snapshot from LATOKEN each time it runs. Run it as often as you need to capture the latest prices and volumes. |
| What output formats are supported? | You can export your results to CSV, JSON, Excel, or XML from the Apify dataset tab after the run completes. |
| Can I schedule this scraper to run automatically? | Yes. Apify supports scheduled runs. You can set this actor to run every hour, day, or week to build a time series of LATOKEN market data. |
| Is there a limit to how many markets I can scrape? | You can set the Maximum markets input up to 1,000,000. LATOKEN lists fewer markets than that, so this effectively means no limit. |
| Does this scraper handle rate limiting? | The actor makes a single request to the LATOKEN market endpoint per run, so rate limiting is not a concern under normal usage. |
| What is the difference between this and using the LATOKEN API directly? | This actor requires no authentication, no coding, and returns data in a fixed, flat schema ready for export. The official API may require registration and offers a different data structure. |

### Related actors

- [coinmarketcap-scraper](https://apify.com/parseforge/coinmarketcap-scraper?fpr=vmoqkp): Use this if you need global crypto market data, rankings, and historical charts instead of a single exchange's markets.

Browse the full [ParseForge collection](https://apify.com/parseforge?fpr=vmoqkp) for more scrapers.

🆘 **Need help?** Email parseforge@protonmail.com with your run ID, your input, and what you expected.

⚠️ **Disclaimer.** This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by LATOKEN. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.

# Actor input Schema

## `symbolFilter` (type: `string`):

Optional. Keep only markets whose symbol contains this text, case-insensitive (for example BTC, USDT, ETH). Leave empty to return all markets.

## `maxItems` (type: `integer`):

Maximum number of markets to collect per run.

## Actor input object example

```json
{
  "symbolFilter": "BTC",
  "maxItems": 10
}
```

# Actor output Schema

## `results` (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 = {
    "symbolFilter": "BTC",
    "maxItems": 10
};

// Run the Actor and wait for it to finish
const run = await client.actor("parseforge/latoken-markets-scraper").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 = {
    "symbolFilter": "BTC",
    "maxItems": 10,
}

# Run the Actor and wait for it to finish
run = client.actor("parseforge/latoken-markets-scraper").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 '{
  "symbolFilter": "BTC",
  "maxItems": 10
}' |
apify call parseforge/latoken-markets-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,parseforge/latoken-markets-scraper"
        }
    }
}

```

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/k4XRzy6TRpLVnUHyt/builds/dCo0knYHRoUrkGbWK/openapi.json