Scrap.so
Web scraping without the manual work
What is Scrap.so
Scrap.so automates web data collection by navigating websites the way a human would, extracting structured information from target pages and delivering it through output methods you define. It's built for founders and marketing teams at solo operations and small businesses who need data at scale without hiring a developer or running manual research. The standout capability is its ability to find relevant sites on its own — you can describe what data you need and let it locate the sources, rather than feeding it a pre-built URL list. It also connects to OpenAI and Google Search APIs, which extends what you can do with the data once it's collected. The honest limitation: with no API access confirmed and no MCP integration, you can't wire this into an automated agent pipeline — it's a UI-driven tool, which caps how far you can push it in a modern agentic stack.
Key features
pulls structured data from any public source
autonomous multi-step actions
Vanderbuild take
For founders and marketing teams at early-stage companies who need structured web data without writing a single line of code, Scrap.so is a practical starting point in the scraping category. That said, the agentic readiness here is effectively zero — there's no confirmed API and no MCP server, so you cannot drive this tool from an agent or plug it into an orchestration layer without going through the UI manually. Pricing is undisclosed publicly, which makes it hard to budget for, and that opacity is a friction point for small teams evaluating tools quickly. The bigger limitation is the ceiling: once you need to embed scraping into an automated workflow or feed data directly into another system programmatically, this tool will stop being a fit and you'll be looking at alternatives with proper API access.
Agentic stack profile
APINot publicNo public programmatic access.
No public API. Not usable from an agent without scraping.
Agentic readinessNoneNot usable from an agent without scraping.
No public API. UI-only. Not usable from an agent without scraping, which we don't recommend.
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.
Scrap.so alternatives
Tools that solve a similar problem — compared at a glance.
- Best for
- Founder, Marketing
- Readiness
- None
- API
- No
- Pricing
- Usage-based
- Budget
- $$$
- Best for
- GTM Engineer, Marketing
- Readiness
- Native
- MCP
- Yes
- API
- REST
- Pricing
- Freemium
- Budget
- $$
- Best for
- GTM Engineer, Founder
- Readiness
- Native
- MCP
- Yes
- API
- REST
Frequently asked questions
Does Scrap.so have a public API?
No — there's no publicly documented API as of today. Scrap.so is operated through its UI.
Who is Scrap.so best for?
Scrap.so is built for Founder, Marketing. Fits Solo, SMB (1-50)-sized teams.