agent · web scraping

ScrapeGraphAI

ScrapeGraphAI is an AI-powered web scraping API offering scrape, extract, search, crawl, and monitor endpoints that convert webpages into structured data using natural language prompts. It reports 27.3k+ GitHub stars, 250M+ webpages extracted, and 1M+ users, and integrates with LangChain, CrewAI, LlamaIndex, n8n, Zapier, and other frameworks, plus AI assistants (Claude, Cursor) via the Model Context Protocol. Pricing is usage/credit-based, ranging from a free tier to a $500/month Pro plan and custom Enterprise plans. The company states its requests are SOC 2 Type II compliant, self-declared with no certificate, auditor or report date published. The page names an enterprise "SLA guarantee" as a plan bullet but publishes no committed performance level and no remedy, and does not publish safety evaluations, model provenance, or governance details.

scrapegraphai.comevidence retrieved Aug 2, 2026 – Aug 16, 2026view as JSON all web scraping entries 8 alternatives

Reviewed12 or more fields evidenced, and scored by a human against the published rubric

14 fields evidenced · 45 with no public information. Every value below links to the document it came from and the date we checked it.

4 of those are flagged for review: our own check found language in the cited source that may address the field. An editor has not adjudicated them yet.

Also appears in

AI agents and vendors that state SOC 2 AI agents that support the Model Context Protocol AI agents and vendors that state SOC 2 Type II

Trust gap

How this is scored

Runtime governance

0/3

Are scope, spend, and authority enforced while the agent runs?

No public evidence found on the page checked: no permission scoping, spend cap or runtime authority limit is described.

How this gap gets closed →

Audit trail

0/3

Is there a tamper-evident record of what it actually did?

No public evidence found on the page checked: no audit trail or retained record is described.

How this gap gets closed →

Compliance

1/3

Are compliance obligations attached per engagement?

States all requests are SOC 2 Type II compliant; self-declared, with no certificate published and no other framework named.

How this gap gets closed →

Outcome settlement

0/3

Does payment depend on a verified result?

Usage/credit-based pricing charged per API credit consumed, regardless of result.

How this gap gets closed →

Insurance & indemnity

0/3

Can the deployment be insured, and is the customer indemnified?

No public evidence found on the page checked: no cover, carrier or indemnity is described.

How this gap gets closed →

Assurance

Insurance available: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Own liability cover: no public information
scrapegraphai.com · checked Aug 16, 2026 · source did not state this
Insurance carriers: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Coverage limits: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Indemnification: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Liability cap: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Audit trail: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Tamper-evident log: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Explainability: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Runtime governance: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Permission scopes: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Compliance certifications: Vendor states all requests are SOC 2 Type II compliant (self-declared)
“All requests are SOC 2 Type II compliant.”
scrapegraphai.com · checked Aug 2, 2026
Regulatory alignment: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Outcome-based pricing: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Settlement mechanism: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Asset custody: Card details not stored or collected by the company; provided directly to third-party payment processors.
“We will not store or collect your payment card details. That information is provided directly to our third-party payment processors”
scrapegraphai.com · checked Aug 16, 2026
Dispute process: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
SLA terms: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
scrapegraphai.com · checked Aug 2, 2026
Evaluation coverage: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Self-reported performance: no public information
scrapegraphai.com · checked Aug 16, 2026 · source did not state this

Agency

Autonomy level: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Human oversight: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Goal complexity: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Action space: Reads/converts webpages into structured data via API endpoints (scrape, extract, search, crawl, monitor)
“Turn any webpage into structured data with one API call”
scrapegraphai.com · checked Aug 2, 2026
Operating environment: Operates on the web via API and integrates into AI assistant/IDE environments (Claude, Cursor) via MCP
“Enable Claude, Cursor, and other AI tools to scrape data in real-time.”
scrapegraphai.com · checked Aug 2, 2026
Initiative: Can self-initiate on a schedule via the Monitor feature (interval-based webhook notifications), not solely prompt-driven
“Watch webpages for changes and get notified via webhook.”
scrapegraphai.com · checked Aug 2, 2026

Safety

Safety evaluations: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Red teaming: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Safety policy: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Usage restrictions: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Model or system card: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Incident reporting: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Third-party evaluations: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Data handling: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this

Practicality

Pricing model: Usage/credit-based pricing (pay per API credit consumed)
“Pay only for what you use”
scrapegraphai.com · checked Aug 2, 2026
Price point: Free plan $0; Starter $20/mo (10,000 credits); Growth $100/mo (100,000 credits); Pro $500/mo (750,000 credits); Enterprise custom
“Starter Plan For individuals $ 20 $ 20 /mo billed monthly 10,000 API credits per month 100 requests/min 5 monitors 3 concurrent crawls Get Started!”
scrapegraphai.com · checked Aug 2, 2026
Availability: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Deployment options: Cloud-hosted API (SaaS); no self-hosted/on-prem option stated
“Cloud-Ready API”
scrapegraphai.com · checked Aug 2, 2026
Integrations: Integrates with LangChain, CrewAI, LlamaIndex, Agno, Vercel AI, LiteLLM, Hermes, OpenClaw, Smithery, n8n, Zapier, Make, plus Python/JS SDKs, CLI and MCP
“LangChain View docs → CrewAI View docs → LlamaIndex View docs → Agno View docs → Vercel AI View docs → LiteLLM View docs → Hermes View docs → OpenClaw View docs → Smithery View docs → n8n View docs → Zapier View docs → Make View docs →”
scrapegraphai.com · checked Aug 2, 2026
Supported regions: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Support model: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
scrapegraphai.com · checked Aug 2, 2026

Foundation models

Base models: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Model provider: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Model swappable: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Open weights: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
scrapegraphai.com · checked Aug 2, 2026
Fine-tuning: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Context window: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this

Ecosystem

Protocols supported: Supports Model Context Protocol (MCP) for AI assistant integration
“Connect AI assistants directly to the web via Model Context Protocol.”
scrapegraphai.com · checked Aug 2, 2026
Tool use: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Multi-agent: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
API access: Public REST API exists (scrape/extract/search/crawl/monitor endpoints, API key auth)
“ScrapeGraphAI is an AI-powered web scraping API that lets you extract structured data from any website using natural language prompts.”
scrapegraphai.com · checked Aug 2, 2026
Open source: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Marketplace presence: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
scrapegraphai.com · checked Aug 2, 2026

Impact

User base: Reports 1M+ users
“1M+ users”
scrapegraphai.com · checked Aug 2, 2026
Deployment scale: Reports 27.3k+ GitHub stars, 250M+ webpages extracted, 1M+ users
“27.3k+ GitHub stars / 250M+ webpages extracted / 1M+ users”
scrapegraphai.com · checked Aug 2, 2026
Target sectors: Marketed for e-commerce price monitoring among other use cases (lead gen, market research, real estate)
“Track competitor prices on Amazon, eBay, and other e-commerce sites.”
scrapegraphai.com · checked Aug 2, 2026
High-risk domains: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Documented incidents: no public information
scrapegraphai.com · checked Aug 2, 2026 · source did not state this
Market recognition: no public information
scrapegraphai.com · checked Aug 16, 2026 · source did not state this

Compared with

Side-by-side on the fields where ScrapeGraphAI and the other entry are both on record and actually differ.