Item detail

D4Vinci/Scrapling

D4Vinci/Scrapling is a BSD-3-Clause-licensed, adaptive web scraping framework that handles everything from a single page request to stealth browser-grade spiders with built-in MCP and OpenClaw agent skill support, so AI agents can fetch, parse, and adapt to modern web targets without paying for a cloud scraping vendor or maintaining a separate headless browser fleet.

Score8.0
Popularity8.3
Risklow
TierGold
Score breakdown
Usefulness9.0
Novelty7.0
Momentum8.0
Maturity6.5
Open-source/build8.4
Evidence7.2
Workflow potential9.5
Setup ease6.4

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for AI agent builders, web data engineers, and developer-tools teams who need an adaptive web scraping framework with built-in MCP and OpenClaw agent skill support, so they can fetch, parse, and adapt to modern web targets from a single BSD-3-Clause-licensed library without paying for a cloud scraping vendor or maintaining a separate headless browser fleet.

Who should use it

AI agent builders who need an adaptive web scraping library with MCP server support so agents can fetch and parse modern web targets directlyweb data engineers who want a single BSD-3-Clause-licensed framework for everything from one-off page fetches to stealth browser-grade spidersdeveloper-tools teams who need OpenClaw agent skill support for production scraping workflows without maintaining a separate headless browser fleetopen-source contributors who want a BSD-3-Clause alternative to closed-source cloud scraping vendors

Who should skip it

Skip if the source link, docs, or setup requirements do not match your workflow.

Risk explanation

It is an adaptive web scraping framework with stealth browser-grade spiders and proxy rotation, so review what sites you point it at, respect each target's robots.txt and terms of service, and confirm proxy traffic and user-agent spoofing comply with your organization's acceptable-use policy before deploying production scraping workflows.

Evidence links

Closest alternatives / related signals

web-scrapingadaptive-scrapingmcpagent-skillsopenclawstealth-browseropen-sourcebsd-3-clause