{"data":{"slug":"scrapling","name":"Scrapling","tagline":"BSD-3 adaptive scrape/crawl framework + MCP","category":"agents","categoryName":"AI Agents","url":"https://scrapling.readthedocs.io","github":"https://github.com/D4Vinci/Scrapling","pricing":"open-source","hook":"Scrapling is an adaptive Python scrape/crawl framework — from one request to full-scale crawls — with MCP for agents.","whatsGood":"BSD-3-Clause (D4Vinci/Scrapling). Handles fetching, parsing, and crawl scale with an adaptive stance toward modern sites. Docs at scrapling.readthedocs.io; Docker Hub image; MCP surface so agents can call scrape tools without inventing another HTTP client. pip-installable Python stack.","theCatch":"Vs Firecrawl-style hosted scrape APIs: Scrapling is a library/framework you run (plus MCP), not a metered scrape SaaS with a managed anti-bot fleet. You own proxies, blockers, and ops; MCP does not erase site ToS or legal risk. Not a general browser-agent product like Browser Use/Steel.","verdict":"BSD-3 adaptive scrape/crawl + MCP. Self-run framework vs Firecrawl-shaped APIs.","addedAt":"2026-09-15","featured":false,"domain":"AI Agents","subSpecialty":"Browser Automation","subcategory":"Browser Automation","tags":["mcp","sdk","self-host","permissive","browser-automation","scraping","active","fast-stars"],"capabilities":["scrape","crawl","mcp"],"surfaces":["MCP","Self-host"],"ecosystem":["Python"],"licenseModel":"BSD-3-Clause","githubStars":88529,"starsPerWeek":841,"access":"free","archived":false,"repo":{"createdAt":"2024-10-13","pushedAt":"2026-10-18","license":"BSD-3-Clause","archived":false,"checkedAt":"2026-10-19"}},"related":[{"slug":"claude-code","name":"Claude Code","tagline":"Terminal-first coding agent with deep repository context"},{"slug":"cursor","name":"Cursor","tagline":"The AI-first code editor that understands your codebase"},{"slug":"devin","name":"Devin","tagline":"Autonomous AI engineer for defined engineering tasks"},{"slug":"stagehand","name":"Stagehand","tagline":"AI-native browser automation that mixes code and natural language"},{"slug":"browser-use","name":"Browser Use","tagline":"Open-source framework for LLM-driven browser agents"}],"links":{"self":"/api/gems/scrapling","html":"/gems/scrapling","markdown":"/gems/scrapling.md","category":"/api/gems?category=agents","categoryPage":"/stacks/agents"}}