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Firecrawl
SerpApi
exa.ai
Apify
Bright Data
ScrapingBee
Parallel AI
Apify Python SDK
Apify
Bright Data
Scraper API
ScrapingBee
Oxylabs
MapiLeads
EnsembleData
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Real-world note: For production, integrate with SerpAPI, Brave Search API, or Tavily. The structure stays the same. - Source: dev.to / 2 months ago
Search provider: Skip for now — or select a provider if you have a key. Tavily has a free tier at tavily.com. - Source: dev.to / 4 months ago
Search Engine: Tavily API for optimized research-grade web results. - Source: dev.to / 5 months ago
I tried these first because they're the fastest path to structured data. Give them a query, get back JSON with titles, snippets, and URLs. Some of them, like Exa, maintain their own semantic index that's optimized for LLM consumption. Tavily focuses on research-grade search results. Both are impressive for what they do. - Source: dev.to / 5 months ago
An MCP server to connect to (we'll use Tavily as an example - get an API key from Tavily's website if following along). - Source: dev.to / 8 months ago
To overcome these challenges, we will utilize the Apify SDK for Python and Residential Proxies, which enable us to route requests through legitimate devices, making our traffic indistinguishable from real users. - Source: dev.to / 9 months ago
Then add Apify SDK for Python as a project dependency:. - Source: dev.to / over 1 year ago
Firecrawl - Turn any website into LLM-ready data.
Apify - Apify is a web scraping and automation platform that can turn any website into an API.
SerpApi - Scrape Google and 100+ other search engine results from our fast, easy, and complete API.
Bright Data - World's largest proxy service with a residential proxy network of 72M IPs worldwide and proxy management interface for zero coding.
exa.ai - Search API for AI applications
Scraper API - Scale Data Collection with a Simple API.