Scrapling MCP Server
Let your coding agent fetch and parse live web pages—including Cloudflare-protected sites—without hand-writing scrapers.
Overview
Scrapling is a MCP server for the Build phase that gives coding agents stealth HTTP, browser, and Cloudflare-capable web scraping with CSS selectors.
What is this MCP server?
- Stealth HTTP client for pages that block naive crawlers
- Real browser automation when JavaScript rendering is required
- Cloudflare bypass path for otherwise unreachable targets
- CSS-selector based extraction for structured fields
- Shippable via uvx/PyPI (scrapling mcp) or OCI container (ghcr.io/d4vinci/scrapling)
- Server schema version 0.4.9 on PyPI package scrapling and matching OCI image
- Documented capabilities: stealth HTTP, real browsers, Cloudflare bypass, CSS selectors
- Transport: stdio via uvx or container positional argument mcp
Community signal: 62.5k GitHub stars.
What problem does it solve?
Agents and solo builders stall when they need live web data but sites block bots, require JS, or sit behind Cloudflare.
Who is it for?
Indie builders automating research, monitors, or data-ingest steps inside Claude Code or Cursor during MVP and integration work.
Skip if: Teams that need guaranteed compliance review, large-scale crawling with SLAs, or scraping without accepting site terms and rate limits.
What do I get? / Deliverables
After you register Scrapling, your agent can request pages through MCP tools and return selector-based extracts without you maintaining a separate scraper service.
- Registered stdio MCP server for Scrapling in your agent
- Agent-callable fetches using stealth HTTP, browser, or bypass modes
- Structured field extracts via CSS selectors from returned HTML
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Journey fit
Scrapling is installed as agent infrastructure during product build, when you wire external data into apps, bots, or research pipelines. It fits the integrations subphase because it is an MCP bridge to HTTP, stealth requests, and real browsers rather than a one-off script in app code.
How it compares
MCP scraping integration, not a hosted no-code scraper marketplace or a single Claude skill file.
Common Questions / FAQ
Who is Scrapling for?
Solo and indie developers who want their AI coding agent to pull structured data from the open web during build or research workflows.
When should I use Scrapling?
Use it when you need stealth HTTP, a real browser, or Cloudflare bypass plus CSS selectors, and you want those capabilities behind MCP instead of custom scripts.
How do I add Scrapling to my agent?
Add an MCP server entry that runs uvx with package scrapling and positional argument mcp, or use the OCI image ghcr.io/d4vinci/scrapling with the same mcp command, then restart your MCP-capable client.