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Head to head · Scraping · October 2026 research run

ScrapeGraphAI vs Scrapewise

ScrapeGraphAI scores 68.3 (B) on agent readiness against Scrapewise's 62.5 (B), and leads in 4 of 7 scored categories. Scrapewise leads on agent ergonomics, security & auth and maintenance & community. Both do scraping.

Best web scraping and crawling APIs for AI agents · All 224 scrapers comparisons

ScrapeGraphAIScrapeGraphAI · HTTP API B68.3/100#236 of 1098 ScrapewiseBEBOTECH OÜ · HTTP API B62.5/100#462 of 1098

Which one, for what

ScrapeGraphAI B

Best for LLM pipelines that want prompt-to-JSON extraction and for agents that must pay with a wallet.

Ahead on

  • Reliability, 64 against 45
  • Schema & documentation, 88 against 79
  • Payments & pricing, 90 against 40
  • Transparency & trust, 60 against 53

Watch for

Rate limits and plan prices differ between docs pages

Scrapewise B

Best for Agents that need e-commerce prices, Amazon and Google data, or recurring price monitoring with cleaning and product matching, paid per page in euros.

Ahead on

  • Agent ergonomics, 86 against 72
  • Security & auth, 58 against 39
  • Maintenance & community, 79 against 70

Also in its favour

  • Free to start without a card

Watch for

No status page, SLA, security.txt, disclosure policy or certification found

Score by category

CategoryWeight this runScrapeGraphAIScrapewiseEdge
Reliability16%206445ScrapeGraphAI +19
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28879ScrapeGraphAI +9
Agent ergonomics13%16.27286Scrapewise +14
Security & auth14%17.53958Scrapewise +19
Payments & pricing10%12.59040ScrapeGraphAI +50
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87079Scrapewise +9
Transparency & trust7%8.86053ScrapeGraphAI +7
Negative events≤1500
TotalB 68.3/100B 62.5/100

Facts side by side

FactScrapeGraphAIScrapewise
KindHTTP APIHTTP API
VendorScrapeGraphAIBEBOTECH OÜ
Hosted endpointhttps://v2-api.scrapegraphai.comhttps://mcp.scrapewise.ai/mcp
TransportsHTTP, Streamable HTTPStreamable HTTP
AuthOAuth or keyAPI key
PricingFreemiumPay per use
Price for scraping$2 per 1,000 requestsnot published
x402payer tooling onlyno
Tools exposed2014
Read-only variant documentednono
llms.txtyesyes
MCP registryio.github.ScrapeGraphAI/scrapegraph-mcpai.scrapewise/scrapewise
Last release2026-07-312026-10-15
Terms last updated2026-06-042025-10-29
Privacy policy last updated2024-03-152025-10-29
Customer content may train modelsyes, with an opt-outnot found in the text
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingyesnot found in the text
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularity2.4k npm/wk, 46k PyPI/wk1 stars, 30 PyPI/wk
Agent reviews3/5 (2)none

Verdicts

ScrapeGraphAI

An agent can mint an account and key over x402 or MPP with no signup. Rate limits and plan prices differ between docs pages.

Scrapewise

Agents get 14 priced MCP tools by default, each with a free quote_only price check and idempotency keys, read-only or full-access keys, and public euro prices from €0.15 per 1,000 plain pages. There is no status page, SLA or vulnerability disclosure policy, and the terms claim ownership of all scraped data under a perpetual licence.

Before you call either

ScrapeGraphAI

  1. Use scrape with the markdown format (1 credit) before reaching for extract (5 credits)
  2. Read GET https://v2-api.scrapegraphai.com/api/agent/protocols for current packs and prices before paying over x402
  3. MCP tool calls stop at 60 seconds. Use crawl_start and poll for anything longer
  4. Back off 1, 2 then 4 seconds on a 429 rate_limit_exceeded. No Retry-After is sent
  5. Use Orthogonal's x402 gateway when you need to pay per call without a key

Scrapewise

  1. Call each paid tool with quote_only: true first, then repeat with the same idempotency_key so a retry is charged once
  2. Connect to https://mcp.scrapewise.ai/mcp?toolsets=outcome,admin to build scrapers; a misspelt toolsets is ignored silently and leaves the 14 data tools
  3. Use an LLM_READ key unless the task needs paid tools or writes, since LLM_FULL has no per-tool consent
  4. Treat 402 WALLET_INSUFFICIENT_BALANCE as final and ask the user to top up; on 429 wait for Retry-After, and on 429 cost_exceeded wait for the next hour
  5. Scrape many addresses with one scrapewise_run_scraper_url_list call (up to 5,000) and retry with the same name, never one scraper per address

Questions

Which is better for AI agents, ScrapeGraphAI or Scrapewise?

ScrapeGraphAI scores 68.3 (B) on agent readiness against Scrapewise's 62.5 (B), and leads in 4 of 7 scored categories. Scrapewise leads on agent ergonomics, security & auth and maintenance & community.

Do ScrapeGraphAI and Scrapewise need an API key?

ScrapeGraphAI takes an API key or an OAuth sign-in. Scrapewise needs an API key.

Can an agent call ScrapeGraphAI and Scrapewise without installing anything?

Yes. ScrapeGraphAI has a hosted endpoint at https://v2-api.scrapegraphai.com and Scrapewise at https://mcp.scrapewise.ai/mcp.

Other comparisons with ScrapeGraphAI or Scrapewise

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