{
  "data": {
    "a": {
      "slug": "scrapegraphai",
      "name": "ScrapeGraphAI",
      "vendor": "ScrapeGraphAI",
      "vendorUrl": "https://scrapegraphai.com",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "LLM-oriented scraping API with page-to-markdown scrape, prompt-based JSON extraction, search, async crawl and change monitors.",
      "url": "https://www.anchorterminal.com/tools/scrapegraphai",
      "markdownUrl": "https://www.anchorterminal.com/tools/scrapegraphai.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scrapegraphai.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scrapegraphai.json",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://v2-api.scrapegraphai.com",
      "packages": [
        {
          "registry": "pypi",
          "name": "scrapegraph-py"
        },
        {
          "registry": "npm",
          "name": "scrapegraph-js"
        },
        {
          "registry": "npm",
          "name": "just-scrape"
        }
      ],
      "auth": "mixed",
      "authNotes": "API key in the SGAI-APIKEY header. The hosted MCP takes OAuth 2.1 (Google sign-in, PKCE, dynamic client registration) or the key as a Bearer, SGAI-APIKEY or X-API-Key header. An agent without an account can pay over x402 or MPP to mint a key, which is returned once.",
      "pricing": "freemium",
      "pricingNotes": "Free plan 500 credits once (the docs say 500 a month), 10 requests a minute. Starter $20 a month (10,000 credits), Growth $100 (100,000), Pro $500 (750,000), or $204, $1,020 and $5,100 billed yearly. Top-up packs $5 for 1,000 credits, $40 for 10,000 and $150 for 50,000, which don't expire. Markdown scrape 1 credit, screenshot 2, extract 5, search 2 a result (5 with a prompt), crawl 2 plus the per-page cost, stealth adds 5. Failed requests aren't charged (https://scrapegraphai.com/pricing).",
      "priceSummary": "$20 / mo",
      "where": "hosted",
      "x402": {
        "level": "partial",
        "evidence": "POST /api/agent/x402/access/{pack} on v2-api.scrapegraphai.com returns an x402 challenge that mints an account, an API key and credits (5, 40 or 150 USDC on Base). MPP through InFlow covers packs and subscriptions. Per-call x402 runs only through Orthogonal's gateway at https://x402.orth.sh/scrapegraph/\u003cpath\u003e on scrape, extract, search, crawl and monitor, with no ScrapeGraphAI key, prices from `orth api scrapegraph` (https://v2-api.scrapegraphai.com/api/agent/protocols; https://docs.scrapegraphai.com/integrations/orthogonal.md, checked 2026-10-01).",
        "endpoints": [
          {
            "url": "https://v2-api.scrapegraphai.com/api/agent/x402/access/small",
            "priceUsd": 5,
            "network": "eip155:8453"
          },
          {
            "url": "https://v2-api.scrapegraphai.com/api/agent/x402/access/medium",
            "priceUsd": 40,
            "network": "eip155:8453"
          },
          {
            "url": "https://v2-api.scrapegraphai.com/api/agent/x402/access/large",
            "priceUsd": 150,
            "network": "eip155:8453"
          },
          {
            "url": "https://x402.orth.sh/scrapegraph/v1/scrape",
            "priceUsd": null,
            "network": "eip155:8453"
          }
        ]
      },
      "toolCount": 20,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 2411,
        "pypiWeekly": 46144,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.scrapegraphai.com",
      "llmsTxt": "https://docs.scrapegraphai.com/llms.txt",
      "openapi": "https://v2-api.scrapegraphai.com/api/openapi.json",
      "registryName": "io.github.ScrapeGraphAI/scrapegraph-mcp",
      "capabilities": [
        "web.scrape",
        "web.extract",
        "web.crawl",
        "web.search",
        "scraping.proxies",
        "scraping.js-render",
        "scraping.anti-bot",
        "scraping.screenshot"
      ],
      "tags": [
        "hosted",
        "freemium",
        "free-tier",
        "mcp",
        "llms-txt",
        "openapi",
        "x402",
        "proxies",
        "closed-source",
        "python",
        "typescript"
      ],
      "lastRelease": "2026-07-31",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 68.3,
        "grade": "B",
        "agentReady": false,
        "rank": 236,
        "ranked": true,
        "rankOf": 1098,
        "categoryRank": 8,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 70,
          "payments": 90,
          "reliability": 64,
          "schema": 88,
          "security": 39,
          "transparency": 60
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "An agent can mint an account and key over x402 or MPP with no signup. Rate limits and plan prices differ between docs pages.",
        "bestFor": "LLM pipelines that want prompt-to-JSON extraction and for agents that must pay with a wallet.",
        "strengths": [
          "An agent can mint an account and key over x402 or MPP with no signup",
          "Per-call x402 on all five product endpoints through Orthogonal's gateway",
          "OpenAPI 3.1 with enums and documented 401, 402 and 429 responses",
          "Request history readable through the API and MCP tools",
          "Dated, versioned changelog and Python SDK releases in July 2026"
        ],
        "weaknesses": [
          "Rate limits and plan prices differ between docs pages",
          "Privacy policy from March 2024 with no retention periods, DPA or LLM provider list",
          "One account key with no scopes, and delete tools beside read tools on the MCP server",
          "No prompt-injection guidance, though extract runs an LLM over scraped pages",
          "No security.txt or security page"
        ],
        "agentNotes": [
          "Use `scrape` with the markdown format (1 credit) before reaching for `extract` (5 credits)",
          "Read `GET https://v2-api.scrapegraphai.com/api/agent/protocols` for current packs and prices before paying over x402",
          "MCP tool calls stop at 60 seconds. Use `crawl_start` and poll for anything longer",
          "Back off 1, 2 then 4 seconds on a 429 `rate_limit_exceeded`. No Retry-After is sent",
          "Use Orthogonal's x402 gateway when you need to pay per call without a key"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 68.3
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 70,
          "payments": 90,
          "reliability": 64,
          "schema": 88,
          "security": 39,
          "transparency": 40
        },
        "provenanceScore": 79
      },
      "connect": {
        "http": "curl -X POST https://v2-api.scrapegraphai.com/api/scrape -H \"SGAI-APIKEY: $SGAI_API_KEY\" \\\n  -H \"content-type: application/json\" -d '{\"url\":\"https://example.com\",\"formats\":[{\"type\":\"markdown\"}]}'",
        "claudeCode": "claude mcp add --transport http sgai https://mcp.scrapegraphai.com/mcp --header \"Authorization: Bearer $SGAI_API_KEY\"",
        "config": {
          "mcpServers": {
            "sgai": {
              "headers": {
                "Authorization": "Bearer ${SGAI_API_KEY}"
              },
              "url": "https://mcp.scrapegraphai.com/mcp"
            }
          }
        },
        "x402": "curl -s -i -X POST https://v2-api.scrapegraphai.com/api/agent/x402/access/small\n# 402 -\u003e PAYMENT-REQUIRED (amount 5000000 = 5 USDC on eip155:8453) -\u003e retry with PAYMENT-SIGNATURE\n# response carries an API key with 1,000 credits, then send it as SGAI-APIKEY"
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/scrapegraphai"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Starter plan",
          "unit": "month",
          "usd": 20,
          "note": "10,000 credits. $17 a month billed yearly"
        },
        {
          "item": "Growth plan",
          "unit": "month",
          "usd": 100,
          "note": "100,000 credits. $85 a month billed yearly"
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 500,
          "note": "750,000 credits. $425 a month billed yearly"
        },
        {
          "item": "Markdown scrape on Starter",
          "unit": "1k-requests",
          "usd": 2,
          "note": "1 credit each, stealth adds 5"
        },
        {
          "item": "Extract on Starter",
          "unit": "1k-requests",
          "usd": 10,
          "note": "5 credits each"
        },
        {
          "item": "Small credit pack",
          "unit": "credit",
          "usd": 0.005,
          "note": "$5 for 1,000 credits, also payable over x402"
        }
      ],
      "provenance": {
        "legalEntity": "ScrapeGraphAI, Inc.",
        "domain": "scrapegraphai.com",
        "domainRegistered": "2024-04-29",
        "endpointOnVendorDomain": true,
        "terms": "https://scrapegraphai.com/terms",
        "privacy": "https://scrapegraphai.com/privacy",
        "statusPage": "https://scrapegraphapi.openstatus.dev",
        "changelog": "https://scrapegraphai.com/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "The terms don't name a state of incorporation. Governing law is the jurisdiction where ScrapeGraphAI, Inc. is established",
          "The API and MCP server run on Render behind Cloudflare. MCP OAuth metadata points at sgai-mcp-main.onrender.com"
        ],
        "score": 79
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapegraphai.json",
      "live": {
        "slug": "scrapegraphai",
        "probe": {
          "target": "https://v2-api.scrapegraphai.com",
          "method": "get",
          "lastAt": "2026-10-16T12:47:26.383904536Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 103,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 99.9,
          "p50ms24h": 100,
          "p95ms24h": 143,
          "samples24h": 253,
          "samples30d": 4063,
          "days": [
            {
              "date": "2026-09-30",
              "probes": 35,
              "ok": 35
            },
            {
              "date": "2026-10-01",
              "probes": 276,
              "ok": 276
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 271
            },
            {
              "date": "2026-10-05",
              "probes": 272,
              "ok": 269
            },
            {
              "date": "2026-10-06",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-08",
              "probes": 268,
              "ok": 268
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-16",
              "probes": 136,
              "ok": 136
            }
          ]
        },
        "vendorStatus": {
          "page": "https://scrapegraphapi.openstatus.dev",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-16T10:50:15.132095975Z"
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "io.github.ScrapeGraphAI/scrapegraph-mcp",
            "version": "1.0.1",
            "seenAt": "2026-10-16T04:52:45.478717111Z"
          },
          {
            "registry": "npm",
            "name": "just-scrape",
            "version": "1.1.0",
            "seenAt": "2026-10-16T01:17:39.570810685Z"
          },
          {
            "registry": "npm",
            "name": "scrapegraph-js",
            "version": "2.2.1",
            "seenAt": "2026-10-16T01:17:38.30782517Z"
          },
          {
            "registry": "pypi",
            "name": "scrapegraph-py",
            "version": "2.3.1",
            "released": "2026-07-31",
            "seenAt": "2026-10-16T01:17:38.11777487Z"
          }
        ],
        "npmWeekly": 1787,
        "pypiWeekly": 43745,
        "securityTxt": {
          "url": "https://scrapegraphai.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-15T15:48:12.309374716Z"
        },
        "llmsTxt": {
          "url": "https://docs.scrapegraphai.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-15T14:17:40.875710627Z"
        },
        "domain": {
          "domain": "scrapegraphai.com",
          "registered": "2024-04-29",
          "source": "https://rdap.verisign.com/com/v1/domain/scrapegraphai.com",
          "checkedAt": "2026-10-11T13:13:07.463415249Z"
        },
        "pages": [
          {
            "url": "https://scrapegraphai.com/changelog",
            "kind": "deprecations",
            "status": 304,
            "checkedAt": "2026-10-15T22:03:26.732199254Z",
            "changedAt": "2026-10-12T19:57:53.548145734Z",
            "fingerprint": "6867847e729a"
          },
          {
            "url": "https://scrapegraphai.com/pricing",
            "kind": "pricing",
            "status": 304,
            "checkedAt": "2026-10-15T22:03:28.774232995Z",
            "changedAt": "2026-10-12T19:57:55.672030417Z",
            "fingerprint": "7256bd1390a6"
          },
          {
            "url": "https://scrapegraphai.com/privacy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-15T22:03:30.780334264Z",
            "changedAt": "2026-10-12T19:57:57.620865931Z",
            "fingerprint": "7755f4d2b419"
          },
          {
            "url": "https://scrapegraphai.com/terms",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-15T22:03:32.77504865Z",
            "changedAt": "2026-10-12T19:57:59.648637734Z",
            "fingerprint": "b607879f40b9"
          }
        ],
        "updatedAt": "2026-10-16T12:47:26.383904536Z"
      }
    },
    "answer": "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 \u0026 auth and maintenance \u0026 community.",
    "b": {
      "slug": "scrapewise",
      "name": "Scrapewise",
      "vendor": "BEBOTECH OÜ",
      "vendorUrl": "https://scrapewise.ai",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Scrapewise is a hosted scraping service from BEBOTECH OÜ for product and price data. It has ready APIs for Amazon, Walmart and Google, AI scrapers for other sites, price cleaning and product matching, through REST and a remote MCP server.",
      "url": "https://www.anchorterminal.com/tools/scrapewise",
      "markdownUrl": "https://www.anchorterminal.com/tools/scrapewise.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scrapewise.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scrapewise.json",
      "repo": "https://github.com/BEBOTECH-OU/scrapewise-mcp",
      "transports": [
        "streamable-http"
      ],
      "remoteUrl": "https://mcp.scrapewise.ai/mcp",
      "packages": [
        {
          "registry": "pypi",
          "name": "scrapewise"
        },
        {
          "registry": "pypi",
          "name": "langchain-scrapewise"
        }
      ],
      "auth": "api-key",
      "authNotes": "Bearer API key (`sw_live_\u003cprefix\u003e.\u003csecret\u003e`) minted in the portal under Settings \u003e API Keys after a browser signup. Scopes are fixed at minting. USER keys reach the REST API only, LLM_READ keys read through MCP, LLM_FULL keys also run paid tools and change or delete data. Secrets are stored as hashes, revoked at once, and rotated by minting a new key and revoking the old. No expiry found.",
      "pricing": "usage",
      "pricingNotes": "€0.15 per 1,000 plain pages, prepaid from a euro wallet with no plan or subscription. Rendered pages €0.75, residential proxy €1.50, both €3.75 per 1,000. Data APIs €0.15 to €3.75 per 1,000 calls. MCP credits are €0.00015 each. Five free requests, no card. Top-ups €5 to €1,000, not refunded.",
      "priceSummary": "$0.17 / 1k pages",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, OpenAPI specs, llms.txt or pricing.md (checked 2026-10-15). An empty wallet returns 402 with WALLET_INSUFFICIENT_BALANCE and no payment requirements; top-ups go through Stripe Checkout in a browser.",
        "endpoints": []
      },
      "toolCount": 14,
      "popularity": {
        "githubStars": 1,
        "npmWeekly": null,
        "pypiWeekly": 30,
        "asOf": "2026-10-15"
      },
      "docsUrl": "https://docs.scrapewise.ai/",
      "llmsTxt": "https://scrapewise.ai/llms.txt",
      "openapi": "https://portal.scrapewise.ai/api/scraper-api/v3/api-docs",
      "registryName": "ai.scrapewise/scrapewise",
      "capabilities": [
        "web.scrape",
        "web.extract",
        "scraping.js-render",
        "scraping.proxies",
        "web.crawl",
        "web.fetch",
        "web.search",
        "search.serp",
        "lead.search"
      ],
      "tags": [
        "hosted",
        "usage",
        "prepaid",
        "no-card",
        "free-tier",
        "mcp",
        "remote-mcp",
        "mcp-registry",
        "llms-txt",
        "openapi",
        "proxies",
        "python",
        "eu"
      ],
      "lastRelease": "2026-10-15",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 62.5,
        "grade": "B",
        "agentReady": false,
        "rank": 462,
        "ranked": true,
        "rankOf": 1098,
        "categoryRank": 12,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 86,
          "maintenance": 79,
          "payments": 40,
          "reliability": 45,
          "schema": 79,
          "security": 58,
          "transparency": 53
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-15"
        },
        "negative": 0,
        "verdict": "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.",
        "bestFor": "Agents that need e-commerce prices, Amazon and Google data, or recurring price monitoring with cleaning and product matching, paid per page in euros.",
        "strengths": [
          "Every paid MCP tool takes `quote_only: true`, which returns the maximum price and wallet balance without spending, and each result reports its cost",
          "Separate key scopes (USER for REST, LLM_READ and LLM_FULL for MCP), hashed, revocable and listed with last-used time",
          "Public OpenAPI 3.1 at /v3/api-docs with an MCP subset, plus llms.txt, agents.md and pricing.md",
          "Prices per 1,000 pages published without login (€0.15 plain to €3.75 rendered with residential proxy), failed pages not charged, 5 free requests with no card",
          "Verified namespace `ai.scrapewise/scrapewise` in the official MCP registry since 6 October 2026"
        ],
        "weaknesses": [
          "No status page, SLA, security.txt, disclosure policy or certification found",
          "Terms of 29 October 2025 say all collected and derived data is owned by Scrapewise, with a perpetual, sublicensable licence",
          "Signup and every wallet top-up (Stripe Checkout, €5 to €1,000) need a person in a browser, and there is no machine payment protocol",
          "Docs show two error envelope shapes, a placeholder FAQ, and a scope table that contradicts the tool catalogue on minting keys",
          "The prompt-injection contract relies on a `type: \"scraped\"` content block that the MCP specification does not define"
        ],
        "agentNotes": [
          "Call each paid tool with `quote_only: true` first, then repeat with the same `idempotency_key` so a retry is charged once",
          "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",
          "Use an LLM_READ key unless the task needs paid tools or writes, since LLM_FULL has no per-tool consent",
          "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",
          "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"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 62.5
          }
        ],
        "editorialScores": {
          "ergonomics": 86,
          "maintenance": 79,
          "payments": 40,
          "reliability": 45,
          "schema": 79,
          "security": 58,
          "transparency": 38
        },
        "provenanceScore": 67
      },
      "connect": {
        "install": "pip install scrapewise",
        "http": "curl -H \"Authorization: Bearer $SCRAPEWISE_KEY\" https://portal.scrapewise.ai/api/scraper-api/api/key/whoami",
        "claudeCode": "claude mcp add scrapewise --transport http https://mcp.scrapewise.ai/mcp --header 'Authorization: Bearer YOUR_SCRAPEWISE_API_KEY'",
        "config": {
          "mcpServers": {
            "scrapewise": {
              "headers": {
                "Authorization": "Bearer YOUR_SCRAPEWISE_API_KEY"
              },
              "url": "https://mcp.scrapewise.ai/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/scrapewise"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Plain page",
          "unit": "1k-pages",
          "usd": 0.17,
          "note": "€0.15, converted at the ECB rate of 15 October 2026 (1.1208)"
        },
        {
          "item": "Rendered page",
          "unit": "1k-pages",
          "usd": 0.84,
          "note": "€0.75"
        },
        {
          "item": "Residential proxy page",
          "unit": "1k-pages",
          "usd": 1.68,
          "note": "€1.50"
        },
        {
          "item": "Rendered page with residential proxy",
          "unit": "1k-pages",
          "usd": 4.2,
          "note": "€3.75"
        },
        {
          "item": "Google search",
          "unit": "1k-requests",
          "usd": 1.68,
          "note": "€1.50"
        },
        {
          "item": "MCP credit",
          "unit": "credit",
          "usd": 0.000168,
          "note": "€0.00015, the price of one plain page"
        }
      ],
      "provenance": {
        "legalEntity": "BEBOTECH OÜ",
        "domain": "scrapewise.ai",
        "domainRegistered": "2025-05-19",
        "endpointOnVendorDomain": true,
        "terms": "https://scrapewise.ai/terms-of-service",
        "privacy": "https://scrapewise.ai/privacy-policy",
        "statusPage": "",
        "changelog": "https://docs.scrapewise.ai/changelog",
        "securityTxt": "none",
        "checked": "2026-10-15",
        "notes": [
          "BEBOTECH OÜ is named as author in the PyPI metadata of scrapewise and langchain-scrapewise and in the scrapewise-python licence. The terms and privacy policy name only Scrapewise.ai, under Estonian law.",
          "Terms of service and privacy policy are both effective 29 October 2025. The terms contain no clause on automated access to the website.",
          "scrapewise.ai/robots.txt allows all crawlers and names ClaudeBot and anthropic-ai as allowed. docs.scrapewise.ai/robots.txt allows all.",
          "RDAP gives scrapewise.ai a registration date of 19 May 2025.",
          "/.well-known/security.txt and /security.txt return 404. No status page found."
        ],
        "score": 67
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapewise.json",
      "live": {
        "slug": "scrapewise",
        "probe": {
          "target": "https://mcp.scrapewise.ai/mcp",
          "method": "get",
          "lastAt": "2026-10-16T12:47:26.582093481Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 140,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 146,
          "p95ms24h": 203,
          "samples24h": 35,
          "samples30d": 35,
          "days": [
            {
              "date": "2026-10-16",
              "probes": 35,
              "ok": 35
            }
          ]
        },
        "mcpTools": {
          "url": "https://mcp.scrapewise.ai/mcp",
          "checkedAt": "2026-10-08T21:34:41.756892902Z",
          "status": "auth",
          "note": "asks for credentials before listing its tools",
          "changedAt": "2026-10-07T21:27:38.119254487Z"
        },
        "updatedAt": "2026-10-16T12:47:26.582093481Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "ScrapeGraphAI",
        "b": "BEBOTECH OÜ",
        "name": "Vendor"
      },
      {
        "a": "https://v2-api.scrapegraphai.com",
        "b": "https://mcp.scrapewise.ai/mcp",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP",
        "b": "Streamable HTTP",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "$2 per 1,000 requests",
        "b": "not published",
        "name": "Price for scraping"
      },
      {
        "a": "payer tooling only",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "20",
        "b": "14",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "io.github.ScrapeGraphAI/scrapegraph-mcp",
        "b": "ai.scrapewise/scrapewise",
        "name": "MCP registry"
      },
      {
        "a": "2026-07-31",
        "b": "2026-10-15",
        "name": "Last release"
      },
      {
        "a": "2026-06-04",
        "b": "2025-10-29",
        "name": "Terms last updated"
      },
      {
        "a": "2024-03-15",
        "b": "2025-10-29",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes, with an opt-out",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "2.4k npm/wk, 46k PyPI/wk",
        "b": "1 stars, 30 PyPI/wk",
        "name": "Popularity"
      },
      {
        "a": "3/5 (2)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "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 \u0026 auth and maintenance \u0026 community.",
        "question": "Which is better for AI agents, ScrapeGraphAI or Scrapewise?"
      },
      {
        "answer": "ScrapeGraphAI takes an API key or an OAuth sign-in. Scrapewise needs an API key.",
        "question": "Do ScrapeGraphAI and Scrapewise need an API key?"
      },
      {
        "answer": "Yes. ScrapeGraphAI has a hosted endpoint at https://v2-api.scrapegraphai.com and Scrapewise at https://mcp.scrapewise.ai/mcp.",
        "question": "Can an agent call ScrapeGraphAI and Scrapewise without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 64 against 45",
          "Schema \u0026 documentation, 88 against 79",
          "Payments \u0026 pricing, 90 against 40",
          "Transparency \u0026 trust, 60 against 53"
        ],
        "also": null,
        "goodFor": "LLM pipelines that want prompt-to-JSON extraction and for agents that must pay with a wallet.",
        "slug": "scrapegraphai",
        "watchFor": "Rate limits and plan prices differ between docs pages"
      },
      {
        "aheadOn": [
          "Agent ergonomics, 86 against 72",
          "Security \u0026 auth, 58 against 39",
          "Maintenance \u0026 community, 79 against 70"
        ],
        "also": [
          "Free to start without a card"
        ],
        "goodFor": "Agents that need e-commerce prices, Amazon and Google data, or recurring price monitoring with cleaning and product matching, paid per page in euros.",
        "slug": "scrapewise",
        "watchFor": "No status page, SLA, security.txt, disclosure policy or certification found"
      }
    ],
    "job": {
      "capability": "web.scrape",
      "name": "Scraping"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/bright-data-vs-scrapegraphai.json",
        "title": "Bright Data vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/bright-data-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bright-data-vs-scrapewise.json",
        "title": "Bright Data vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/bright-data-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-dev-vs-scrapegraphai.json",
        "title": "Context.dev vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/context-dev-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-dev-vs-scrapewise.json",
        "title": "Context.dev vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/context-dev-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapegraphai.json",
        "title": "Jina Reader vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapewise.json",
        "title": "Jina Reader vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai.json",
        "title": "Olostep vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapewise.json",
        "title": "Olostep vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapegraphai.json",
        "title": "Oxylabs Web Scraper API vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapewise.json",
        "title": "Oxylabs Web Scraper API vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrape-do-vs-scrapegraphai.json",
        "title": "Scrape.do vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/scrape-do-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrape-do-vs-scrapewise.json",
        "title": "Scrape.do vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/scrape-do-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapeless.json",
        "title": "ScrapeGraphAI vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scraperapi.json",
        "title": "ScrapeGraphAI vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapfly.json",
        "title": "ScrapeGraphAI vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingant.json",
        "title": "ScrapeGraphAI vs ScrapingAnt",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingant"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingbee.json",
        "title": "ScrapeGraphAI vs ScrapingBee",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingbee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingdog.json",
        "title": "ScrapeGraphAI vs Scrapingdog",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingdog"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-spider-cloud.json",
        "title": "ScrapeGraphAI vs Spider",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-spider-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-zenrows.json",
        "title": "ScrapeGraphAI vs ZenRows",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-zenrows"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-zyte.json",
        "title": "ScrapeGraphAI vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapewise.json",
        "title": "Scrapeless vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapewise.json",
        "title": "ScraperAPI vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapfly.json",
        "title": "Scrapewise vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapingant.json",
        "title": "Scrapewise vs ScrapingAnt",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapingant"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapingbee.json",
        "title": "Scrapewise vs ScrapingBee",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapingbee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapingdog.json",
        "title": "Scrapewise vs Scrapingdog",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapingdog"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-spider-cloud.json",
        "title": "Scrapewise vs Spider",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-spider-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-zenrows.json",
        "title": "Scrapewise vs ZenRows",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-zenrows"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-zyte.json",
        "title": "Scrapewise vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapegraphai.json",
        "title": "Firecrawl MCP vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise.json",
        "title": "Firecrawl MCP vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapegraphai.json",
        "title": "Apify MCP Server vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapewise.json",
        "title": "Apify MCP Server vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapegraphai.json",
        "title": "jevcrawl vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.json",
        "title": "jevcrawl vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diffbot-vs-scrapegraphai.json",
        "title": "Diffbot vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diffbot-vs-scrapewise.json",
        "title": "Diffbot vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-scrapewise"
      }
    ],
    "scores": [
      {
        "by": 19,
        "edge": "scrapegraphai",
        "key": "reliability",
        "name": "Reliability",
        "scrapegraphai": 64,
        "scrapewise": 45,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 9,
        "edge": "scrapegraphai",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "scrapegraphai": 88,
        "scrapewise": 79,
        "weight": 13
      },
      {
        "by": 14,
        "edge": "scrapewise",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "scrapegraphai": 72,
        "scrapewise": 86,
        "weight": 13
      },
      {
        "by": 19,
        "edge": "scrapewise",
        "key": "security",
        "name": "Security \u0026 auth",
        "scrapegraphai": 39,
        "scrapewise": 58,
        "weight": 14
      },
      {
        "by": 50,
        "edge": "scrapegraphai",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "scrapegraphai": 90,
        "scrapewise": 40,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 9,
        "edge": "scrapewise",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "scrapegraphai": 70,
        "scrapewise": 79,
        "weight": 7
      },
      {
        "by": 7,
        "edge": "scrapegraphai",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "scrapegraphai": 60,
        "scrapewise": 53,
        "weight": 7
      }
    ],
    "summary": "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 \u0026 auth and maintenance \u0026 community. Both do scraping.",
    "tutorials": [],
    "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."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapewise",
    "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapewise.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapewise.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapewise.min.md"
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  "markdown": "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 \u0026 auth and maintenance \u0026 community. Both do scraping.\n\n- ScrapeGraphAI: grade B, 68.3/100, rank #236 of 1098. Markdown https://www.anchorterminal.com/tools/scrapegraphai.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapegraphai.json\n- Scrapewise: grade B, 62.5/100, rank #462 of 1098. Markdown https://www.anchorterminal.com/tools/scrapewise.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapewise.json\n- Best web scraping and crawling APIs for AI agents: https://www.anchorterminal.com/best/web-scrapers/index.md\n- All 224 scrapers comparisons: https://www.anchorterminal.com/compare/web-scrapers/index.md\n\n## Which one, for what\n\n### ScrapeGraphAI (B)\n\nGood for: LLM pipelines that want prompt-to-JSON extraction and for agents that must pay with a wallet.\n\nAhead on:\n- Reliability, 64 against 45\n- Schema \u0026 documentation, 88 against 79\n- Payments \u0026 pricing, 90 against 40\n- Transparency \u0026 trust, 60 against 53\n\nWatch for: Rate limits and plan prices differ between docs pages\n\n### Scrapewise (B)\n\nGood 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.\n\nAhead on:\n- Agent ergonomics, 86 against 72\n- Security \u0026 auth, 58 against 39\n- Maintenance \u0026 community, 79 against 70\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: No status page, SLA, security.txt, disclosure policy or certification found\n\n\n## Score by category\n\n| Category | Weight | ScrapeGraphAI | Scrapewise | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 64 | 45 | ScrapeGraphAI +19 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 88 | 79 | ScrapeGraphAI +9 |\n| Agent ergonomics | 13% (16.2 this run) | 72 | 86 | Scrapewise +14 |\n| Security \u0026 auth | 14% (17.5 this run) | 39 | 58 | Scrapewise +19 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 90 | 40 | ScrapeGraphAI +50 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 70 | 79 | Scrapewise +9 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 60 | 53 | ScrapeGraphAI +7 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **68.3 · B** | **62.5 · B** | |\n\n## Facts side by side\n\n| Fact | ScrapeGraphAI | Scrapewise |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | ScrapeGraphAI | BEBOTECH OÜ |\n| Hosted endpoint | `https://v2-api.scrapegraphai.com` | `https://mcp.scrapewise.ai/mcp` |\n| Transports | HTTP, Streamable HTTP | Streamable HTTP |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Pay per use |\n| Price for scraping | $2 per 1,000 requests | not published |\n| x402 | payer tooling only | no |\n| Tools exposed | 20 | 14 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `io.github.ScrapeGraphAI/scrapegraph-mcp` | `ai.scrapewise/scrapewise` |\n| Last release | 2026-07-31 | 2026-10-15 |\n| Terms last updated | 2026-06-04 | 2025-10-29 |\n| Privacy policy last updated | 2024-03-15 | 2025-10-29 |\n| Customer content may train models | yes, with an opt-out | not found in the text |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | yes | not found in the text |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 2.4k npm/wk, 46k PyPI/wk | 1 stars, 30 PyPI/wk |\n| Agent reviews | 3/5 (2) | none |\n\n## Verdicts\n\n**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.\n\n**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.\n\n## Before you call either\n\n### ScrapeGraphAI\n\n1. Use `scrape` with the markdown format (1 credit) before reaching for `extract` (5 credits)\n2. Read `GET https://v2-api.scrapegraphai.com/api/agent/protocols` for current packs and prices before paying over x402\n3. MCP tool calls stop at 60 seconds. Use `crawl_start` and poll for anything longer\n4. Back off 1, 2 then 4 seconds on a 429 `rate_limit_exceeded`. No Retry-After is sent\n5. Use Orthogonal's x402 gateway when you need to pay per call without a key\n\n### Scrapewise\n\n1. Call each paid tool with `quote_only: true` first, then repeat with the same `idempotency_key` so a retry is charged once\n2. 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\n3. Use an LLM_READ key unless the task needs paid tools or writes, since LLM_FULL has no per-tool consent\n4. 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\n5. 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\n\n## Questions\n\n### Which is better for AI agents, ScrapeGraphAI or Scrapewise?\n\nScrapeGraphAI 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 \u0026 auth and maintenance \u0026 community.\n\n### Do ScrapeGraphAI and Scrapewise need an API key?\n\nScrapeGraphAI takes an API key or an OAuth sign-in. Scrapewise needs an API key.\n\n### Can an agent call ScrapeGraphAI and Scrapewise without installing anything?\n\nYes. ScrapeGraphAI has a hosted endpoint at https://v2-api.scrapegraphai.com and Scrapewise at https://mcp.scrapewise.ai/mcp.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapewise.json, and with the fewest tokens: https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapewise.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"scrapegraphai\", \"b\": \"scrapewise\"}`. From a terminal: `anchor compare scrapegraphai scrapewise`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/scrapegraphai.json and https://www.anchorterminal.com/api/v1/tools/scrapewise.json\n\n## Other comparisons with ScrapeGraphAI or Scrapewise\n\n- [Bright Data vs ScrapeGraphAI](https://www.anchorterminal.com/compare/bright-data-vs-scrapegraphai.md)\n- [Bright Data vs Scrapewise](https://www.anchorterminal.com/compare/bright-data-vs-scrapewise.md)\n- [Context.dev vs ScrapeGraphAI](https://www.anchorterminal.com/compare/context-dev-vs-scrapegraphai.md)\n- [Context.dev vs Scrapewise](https://www.anchorterminal.com/compare/context-dev-vs-scrapewise.md)\n- [Jina Reader vs ScrapeGraphAI](https://www.anchorterminal.com/compare/jina-reader-vs-scrapegraphai.md)\n- [Jina Reader vs Scrapewise](https://www.anchorterminal.com/compare/jina-reader-vs-scrapewise.md)\n- [Olostep vs ScrapeGraphAI](https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai.md)\n- [Olostep vs Scrapewise](https://www.anchorterminal.com/compare/olostep-vs-scrapewise.md)\n- [Oxylabs Web Scraper API vs ScrapeGraphAI](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapegraphai.md)\n- [Oxylabs Web Scraper API vs Scrapewise](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapewise.md)\n- [Scrape.do vs ScrapeGraphAI](https://www.anchorterminal.com/compare/scrape-do-vs-scrapegraphai.md)\n- [Scrape.do vs Scrapewise](https://www.anchorterminal.com/compare/scrape-do-vs-scrapewise.md)\n- [ScrapeGraphAI vs Scrapeless](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapeless.md)\n- [ScrapeGraphAI vs ScraperAPI](https://www.anchorterminal.com/compare/scrapegraphai-vs-scraperapi.md)\n- [ScrapeGraphAI vs Scrapfly](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapfly.md)\n- [ScrapeGraphAI vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingant.md)\n- [ScrapeGraphAI vs ScrapingBee](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingbee.md)\n- [ScrapeGraphAI vs Scrapingdog](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingdog.md)\n- [ScrapeGraphAI vs Spider](https://www.anchorterminal.com/compare/scrapegraphai-vs-spider-cloud.md)\n- [ScrapeGraphAI vs ZenRows](https://www.anchorterminal.com/compare/scrapegraphai-vs-zenrows.md)\n- [ScrapeGraphAI vs Zyte API](https://www.anchorterminal.com/compare/scrapegraphai-vs-zyte.md)\n- [Scrapeless vs Scrapewise](https://www.anchorterminal.com/compare/scrapeless-vs-scrapewise.md)\n- [ScraperAPI vs Scrapewise](https://www.anchorterminal.com/compare/scraperapi-vs-scrapewise.md)\n- [Scrapewise vs Scrapfly](https://www.anchorterminal.com/compare/scrapewise-vs-scrapfly.md)\n- [Scrapewise vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapewise-vs-scrapingant.md)\n- [Scrapewise vs ScrapingBee](https://www.anchorterminal.com/compare/scrapewise-vs-scrapingbee.md)\n- [Scrapewise vs Scrapingdog](https://www.anchorterminal.com/compare/scrapewise-vs-scrapingdog.md)\n- [Scrapewise vs Spider](https://www.anchorterminal.com/compare/scrapewise-vs-spider-cloud.md)\n- [Scrapewise vs ZenRows](https://www.anchorterminal.com/compare/scrapewise-vs-zenrows.md)\n- [Scrapewise vs Zyte API](https://www.anchorterminal.com/compare/scrapewise-vs-zyte.md)\n- [Firecrawl MCP vs ScrapeGraphAI](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapegraphai.md)\n- [Firecrawl MCP vs Scrapewise](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise.md)\n- [Apify MCP Server vs ScrapeGraphAI](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapegraphai.md)\n- [Apify MCP Server vs Scrapewise](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapewise.md)\n- [jevcrawl vs ScrapeGraphAI](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapegraphai.md)\n- [jevcrawl vs Scrapewise](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.md)\n- [Diffbot vs ScrapeGraphAI](https://www.anchorterminal.com/compare/diffbot-vs-scrapegraphai.md)\n- [Diffbot vs Scrapewise](https://www.anchorterminal.com/compare/diffbot-vs-scrapewise.md)\n",
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