Scrape.do
Web scraping without the blocks
What is Scrape.do
Scrape.do is a web scraping API that manages the infrastructure layer of data extraction — rotating datacenter, residential, and mobile proxies, rendering JavaScript-heavy pages via headless browsers, and bypassing WAFs and CAPTCHAs automatically. It's built for developers and GTM engineers at SMBs and mid-market companies who need to pull public web data without maintaining their own scraping stack. The standout capability is dynamic TLS fingerprint generation, which mimics real browser traffic at the network level — a step beyond simple header rotation that most scraping APIs skip. Responses come back in HTML, JSON, XML, or Markdown, and thousands of URLs can be processed asynchronously. Where it falls short: Scrape.do is an extraction layer, not a data pipeline — you'll need to handle parsing, storage, and transformation yourself once the raw data lands.
Key features
pulls structured data from any public source
official SDK
Vanderbuild take
For developers and GTM engineers who need to pull public web data without babysitting a proxy fleet, Scrape.do is a practical, no-ceremony scraping API that covers the hard parts — bot detection, CAPTCHA handling, JS rendering — through a single endpoint. The REST API is well-documented and integrates cleanly with Scrapy, Puppeteer, and Playwright, so you can wrap it into your own MCP layer or agentic pipeline without much friction; agentically it's capable, not native, but the API surface is clean enough to build on. Pricing starts at $29/month with a no-credit-card free tier, which makes it affordable for small teams to validate before committing — though costs will climb as request volume scales up. The honest gap: Scrape.do stops at extraction — there's no built-in parsing, enrichment, or storage, so you're on your own for everything downstream of the raw response.
Agentic stack profile
APIRESTProgrammatic access available.
REST API — straightforward to call from any agent or workflow tool. Rate limits and auth vary by plan.
API docs →Agentic readinessCapableSolid API access — wraps cleanly for agent use.
Solid REST or SDK access. No MCP server yet, but easy to wrap in custom agent tooling. Most modern SaaS tools land here.
Stack roleData sourceWhere this tool slots into an agentic pipeline.
Plays the role of Data source in an agentic pipeline. Use it to source contacts, companies, and the raw inputs an agent needs to act.
Scrape.do alternatives
Tools that solve a similar problem — compared at a glance.
- Pricing
- Freemium
- Budget
- $$
- Best for
- GTM Engineer
- Readiness
- Capable
- API
- REST
- Pricing
- Workspace-based
- Budget
- $$
- Best for
- GTM Engineer
- Readiness
- Capable
- API
- REST
- Pricing
- Freemium
- Budget
- $$
- Best for
- GTM Engineer, Founder
- Readiness
- Capable
- API
- REST
Frequently asked questions
Does Scrape.do have a public API?
Yes — Scrape.do ships a REST API. Docs: https://scrape.do/documentation/.
How much does Scrape.do cost?
Scrape.do: pricing is freemium, expect mid tier ($$) spend. Full pricing page: https://scrape.do/pricing/.
Who is Scrape.do best for?
Scrape.do is built for GTM Engineer. Fits SMB (1-50), Mid-market (50-500)-sized teams.
How well does Scrape.do fit an agentic sales stack?
Tier: Capable. Solid public API, no MCP yet — straightforward to wrap in your own agent tooling.