Developers who want scrape responses without managing a standalone proxy list
Agents that can invoke a documented MCP scraping tool
WHEN TO RECONSIDER
Find the actual friction
Scrapfly proxy pools are options within the Scrape API, not a like-for-like sale of raw residential GB.
Residential routing, rendering and adaptive anti-bot retries consume additional credits; Cloud Browser access documentation still describes a beta restriction.
START WITH THE CHANGE YOU NEED
Three routes worth comparing
ScrapingBee
Keep a managed extraction API
Scrapfly and ScrapingBee both wrap web retrieval in a managed API and publish MCP tools. Scrapfly exposes selectable scrape pools, rendering and anti-bot handling, plus separately metered Cloud Browser access. ScrapingBee exposes HTML retrieval, rendering, premium proxies and search tools. Which settings produce usable output determines the credit comparison.
Before you switch
Skip this route if your application needs a reusable proxy address rather than an API response.
Firecrawl supplies managed scrape, map, search, crawl and browser Interact tools, while Scrapfly centers a feature-dependent Scrape API with MCP and separately documented Cloud Browser. Both charge credits, but a site-discovery operation and a protected rendered page draw different features and units.
Before you switch
Confirm the returned format and the cost of a complete crawl, not only one successful page.
DataImpulse supplies prepaid proxy GB that it says does not expire; Scrapfly sells a monthly credit quota for a managed Scrape API. Scrapfly's residential pool is an API selection rather than a standalone GB purchase. The comparison is about buying network traffic versus paying for completed managed requests.
Before you switch
Choose a raw proxy only if your team can maintain fetching, retries and extraction.
Scrape API plans contain monthly credits; requests consume credits according to proxy pool, rendering, protection and response size. Overage rules depend on plan and unused monthly quota does not roll over. Cloud Browser documentation describes a separate session-time plus bandwidth credit meter; verify access and current terms in the account.
Write down the last issue that made you consider switching. If it was a bill, compare the minimum commitment and expiry rules for the same monthly volume. If it was incomplete data, compare a proxy connection with a managed scraping API. If it was engineering time, count the browser maintenance and parsing work you would still own after switching.
Call api.scrapfly.io/scrape with a target URL, API key and optional proxy_pool=public_residential_pool or render_js=true; use the MCP endpoint for agent tools. Cloud Browser documentation describes CDP/WebSocket integration subject to account availability.
Keep one small job on the current provider while you evaluate the replacement. Preserve the same target sample and required output so you can identify what improved.
