Tool overview
ScrapeGraphAI is listed under AI Infrastructure & MLOps AI tools.
What is ScrapeGraphAI?
ScrapeGraphAI provides API services for scraping, structured extraction, search, website crawling, monitoring, screenshots, and branding analysis. It also publishes MIT-licensed SDKs and an open-source Python scraping framework.
Best for
Developers building lawful web extraction, monitoring, and agent data pipelines
Who is it for?
Decision note
Rebuilt from the original export under the complete V411 factual-source-verification workflow. Preview only. Apply remains blocked until Failures = 0, Warnings = 0, Unmapped = 0, Missing = 0; explicit clears are reviewed; image import is disabled or V380 accepts the asset; a representative WordPress edit screen is compared with the export and proposed row; and a post-Apply zero-change Preview succeeds.
Key features
Scrape, extract, search, crawl, and monitor APIs
Python and JavaScript SDKs plus MCP tooling
Structured JSON, Markdown, HTML, screenshots, and branding outputs
Open-source Python framework and self-hosted workflows
Use cases
Prepare web data for AI agents
Extract structured records from pages
Monitor content changes
Crawl documentation and public sites
Pros
- Public credit-based pricing
- REST API v2 is directly documented
- MIT-licensed SDKs and open-source framework
Cons
- Free credits are one-time in the live pricing page
- Anti-bot and stealth modes consume additional credits
Limitations
Use must comply with website terms, privacy law, robots rules, and intellectual-property restrictions.
LLM extraction can omit, hallucinate, or misclassify data and requires validation against source pages.
Pricing details
Billing options
Pricing note
The live pricing page labels a Free plan with 500 one-time API credits. Starter is $20/month, Growth $100, and Pro $500. One-time top-ups and annual billing are also available.
Supported languages
- English
Integrations
Python SDK
JavaScript SDK
MCP
n8n
LangChain
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