Listly
Scrape the web, skip the copy-paste
What is Listly
Listly is a Chrome extension that lets you point at a webpage and pull structured data into a spreadsheet without writing any code. It handles pagination, auto-scrolling, and multi-tab extraction automatically, so GTM engineers and marketing teams at SMBs and mid-market companies can collect data at scale without building a scraper from scratch. The standout capability is group scraping — feed it a list of URLs and it works through all of them in one task, which is where most browser-based tools fall short. A beta Data API lets you pipe extracted data into downstream workflows, though that integration layer is still maturing. Where Listly stops being a fit is complex, JavaScript-heavy sites that require deep interaction logic or custom parsing — those jobs still need a developer and a more configurable scraping stack.
Key features
pulls structured data from any public source
Chrome extension
Vanderbuild take
Listly is a practical, no-frills scraping tool that fits GTM engineers and marketing teams who need structured web data fast without standing up infrastructure. On the agentic readiness front, MCP status is unconfirmed, but a REST Data API is available — meaning you can wrap Listly into your own orchestration layer or MCP setup without too much friction, though the API is still in beta so treat it as capable rather than production-hardened. Pricing is accessible for small and mid-market teams; the free tier gets you started and paid plans are affordable, but URL volume caps mean you'll feel the ceiling once scraping becomes a core workflow. The honest limitation is native integrations — there are none listed, so you're responsible for routing data out of Listly into your CRM, warehouse, or enrichment stack yourself.
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.
Listly alternatives
Tools that solve a similar problem — compared at a glance.
- Pricing
- Freemium
- Budget
- $$
- Best for
- GTM Engineer, Marketing
- Readiness
- Capable
- API
- REST
- Pricing
- Workspace-based
- Budget
- $$
- Best for
- GTM Engineer
- Readiness
- Capable
- API
- REST
- Pricing
- Freemium
- Budget
- $$
- Best for
- GTM Engineer, Founder
- Readiness
- Capable
- API
- REST
Frequently asked questions
Does Listly have a public API?
Yes — Listly ships a REST API. Docs: https://help.listly.io/getting-started/result-page-features/api-data.
How much does Listly cost?
Listly: pricing is freemium, expect mid tier ($$) spend. Full pricing page: https://www.listly.io/pricing.
Who is Listly best for?
Listly is built for GTM Engineer, Marketing. Fits SMB (1-50), Mid-market (50-500)-sized teams.
How well does Listly fit an agentic sales stack?
Tier: Capable. Solid public API, no MCP yet — straightforward to wrap in your own agent tooling.