You can access the LLMScraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "targetUrl": "https://books.toscrape.com/",
10    "extractionGoal": "Extract product information including title, price, rating, and availability from the book listings",
11}
12
13# Run the Actor and wait for it to finish
14run = client.actor("ohlava/llmscraper").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
18for item in client.dataset(run["defaultDatasetId"]).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LLMScraper API in Python

The Apify API client for Python is the official library that allows you to use LLMScraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

LLMScraper API in JavaScript

LLMScraper API through CLI

LLMScraper OpenAPI definition

LLMScraper API

Perplexity - Search By Prompt

autoscraping/perplexity-search-by-prompt

Extract real-time HTML and URLs from Perplexity based on your prompts. Clean output with country targeting. 10 free results included. Pricing: $5/1000 results.

AUTOScraping

Perplexity Sonar MCP Server

mcp-servers/perplexity-sonar-mcp-server

MCP servers

GPT Search

tri_angle/gpt-search

Send queries to ChatGPT and retrieve structured answers with full source citations. Easily integrate into your tools or workflows for flexible, scalable AI-powered solutions.

Tri⟁angle

Perplexity.AI Actor

jons/perplexity-actor

Use the Perplexity.ai Scraper to extract information with AI. For example: "Find hotels in Prague that offer free breakfast and have a nightly rate under 1000 CZK." Export the results into a structured dataset.

Jon

1.0

Perplexity AI Instant Response Actor

scraping_ronin/perplexity-ai-instant-response-actor

The Perplexity AI Actor allows you to interact with the Perplexity effortlessly. Simply input your queries and customize your results with system-level instructions and model selection. Enjoy customizable responses with no effort!

Ronin

5.0

Firecrawl MCP Server

mcp-servers/firecrawl-mcp-server

MCP servers

Mastra.ai MCP Agent

jakub.kopecky/actor-mastra-mcp-agent

🤖 AI agent using mastra.ai with Apify MCP Server. 🚀 Runs queries via OpenAI models, taps Apify Actors for web data, and outputs to datasets. 🛠️

Jakub Kopecký

Brave Search MCP Server

mcp-servers/brave-search-mcp-server

The Brave Search MCP Server powers query processing and data handling for Brave Search, enabling fast and private search results.

MCP servers

National Parks MCP server

mcp-servers/national-parks-mcp-server

MCP Server for the National Park Service (NPS) API, providing real-time information about U.S. National Parks, including park details, alerts, and activities.

MCP servers

OpenRouter

apify/openrouter

You can use any AI LLM model without accounts in AI providers. Use this Actor as a proxy for all requests. Use pay-per-event pricing to pay only for the real credit used.