{
  "data": {
    "a": {
      "slug": "scrape-do",
      "name": "Scrape.do",
      "vendor": "Scrape.do",
      "vendorUrl": "https://scrape.do",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Single GET endpoint that fetches a URL through rotating datacenter, residential or mobile proxies, with optional headless rendering, screenshots, markdown output and a proxy mode.",
      "url": "https://www.anchorterminal.com/tools/scrape-do",
      "markdownUrl": "https://www.anchorterminal.com/tools/scrape-do.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scrape-do.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scrape-do.json",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.scrape.do/",
      "packages": [
        {
          "registry": "npm",
          "name": "@scrape-do/client"
        }
      ],
      "auth": "api-key",
      "authNotes": "Token in the `token` query parameter on the main API. Proxy mode puts it in the proxy username (proxy.scrape.do:8080) and needs their CA certificate trusted or TLS verification off. The async API takes it in an `X-Token` header.",
      "pricing": "freemium",
      "pricingNotes": "Free plan with 1,000 successful credits a month and 5 concurrent requests, no card. Hobby $29 a month (250,000 credits), Pro $99 (1.25 million), Business $249 (3.5 million), Advanced $699 (10 million). A datacenter request costs 1 credit, headless rendering 5, residential or mobile 10, both 25, and some domains carry fixed higher costs (google.* 10, linkedin.com 30, sainsburys.co.uk 200). Annual billing gives 2 months free but is set up by support (https://scrape.do/pricing/).",
      "priceSummary": "$29 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402 in the docs, llms.txt or pricing FAQ, which lists card, crypto and bank wire only (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 2,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://scrape.do/documentation/",
      "llmsTxt": "https://scrape.do/documentation/llms.txt",
      "capabilities": [
        "web.scrape",
        "web.fetch",
        "scraping.proxies",
        "scraping.js-render",
        "scraping.anti-bot",
        "scraping.screenshot",
        "scraping.serp"
      ],
      "tags": [
        "hosted",
        "freemium",
        "no-card",
        "free-tier",
        "proxies",
        "llms-txt",
        "closed-source"
      ],
      "lastRelease": "2026-07-31",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 44,
        "grade": "E",
        "agentReady": false,
        "rank": 406,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 12,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 62,
          "maintenance": 45,
          "payments": 35,
          "reliability": 40,
          "schema": 57,
          "security": 23,
          "transparency": 49
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "$29 for 250,000 basic credits, and 429s, 502s and most failures aren't billed. Token travels in the query string on the main API.",
        "strengths": [
          "$29 for 250,000 basic credits, and 429s, 502s and most failures aren't billed",
          "Per-domain credit costs published, and each response carries its cost in a header",
          "Free plan of 1,000 requests a month with residential proxies and rendering, no card",
          "Concurrency published for every plan",
          "Automatic retries on the server side, with `disableRetry` to turn them off"
        ],
        "weaknesses": [
          "Token travels in the query string on the main API",
          "No readable status page, SLA or security page",
          "404 and target 400 responses are billed as successes",
          "Privacy policy last dated September 2022",
          "Node SDK last released on 13 November 2024, and no official MCP server"
        ],
        "agentNotes": [
          "Start with the default data centre request (1 credit). Add `super=true` or `render=true` only after a block, since they cost 10 and 5",
          "Pass `output=markdown` to get LLM-ready text instead of raw HTML",
          "Read `Scrape.do-Request-Cost` from the response headers. Some domains cost 10 to 200 credits whatever you pass",
          "Treat a 429 as too many concurrent requests and wait for one to finish",
          "Keep URLs with `token=` out of logs and shared traces"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 44
          }
        ],
        "editorialScores": {
          "ergonomics": 62,
          "maintenance": 45,
          "payments": 35,
          "reliability": 40,
          "schema": 57,
          "security": 23,
          "transparency": 33
        },
        "provenanceScore": 65
      },
      "connect": {
        "http": "curl \"https://api.scrape.do/?token=$SCRAPEDO_TOKEN\u0026url=https%3A%2F%2Fexample.com\u0026output=markdown\""
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/scrape-do"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Hobby plan",
          "unit": "month",
          "usd": 29,
          "note": "250,000 successful credits, 10 concurrent"
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 99,
          "note": "1,250,000 successful credits, 50 concurrent"
        },
        {
          "item": "Business plan",
          "unit": "month",
          "usd": 249,
          "note": "3,500,000 successful credits, 100 concurrent"
        },
        {
          "item": "Advanced plan",
          "unit": "month",
          "usd": 699,
          "note": "10,000,000 successful credits, 200 concurrent"
        },
        {
          "item": "Datacenter request on Hobby",
          "unit": "1k-requests",
          "usd": 0.116,
          "note": "1 credit a request"
        },
        {
          "item": "Residential request on Hobby",
          "unit": "1k-requests",
          "usd": 1.16,
          "note": "10 credits a request with super=true"
        }
      ],
      "provenance": {
        "legalEntity": "PACKEND, LLC",
        "domain": "scrape.do",
        "domainRegistered": "",
        "endpointOnVendorDomain": true,
        "terms": "https://scrape.do/terms-of-use/",
        "privacy": "https://scrape.do/privacy-policy/",
        "statusPage": "",
        "changelog": "https://scrape.do/documentation/changelog/",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "The .do registry has no RDAP service, so the registration date couldn't be read.",
          "status.scrape.do exists behind a CDN shield that returned 403, and the site doesn't link it, so no status page is recorded."
        ],
        "score": 65
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/scrape-do.json",
      "live": {
        "slug": "scrape-do",
        "probe": {
          "target": "https://api.scrape.do/",
          "method": "get",
          "lastAt": "2026-10-05T01:43:44.9910858Z",
          "lastOk": true,
          "lastStatus": 400,
          "lastMs": 202,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 86,
          "p95ms24h": 216,
          "samples24h": 272,
          "samples30d": 1122,
          "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": 272
            },
            {
              "date": "2026-10-05",
              "probes": 20,
              "ok": 20
            }
          ]
        },
        "versions": [
          {
            "registry": "npm",
            "name": "@scrape-do/client",
            "version": "1.0.2",
            "seenAt": "2026-10-04T16:39:04.733412897Z"
          }
        ],
        "npmWeekly": 2,
        "securityTxt": {
          "url": "https://scrape.do/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-04T15:15:39.987331162Z"
        },
        "llmsTxt": {
          "url": "https://scrape.do/documentation/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:18:12.425738238Z"
        },
        "domain": {
          "domain": "scrape.do",
          "checkedAt": "2026-10-04T13:04:37.896932334Z"
        },
        "pages": [
          {
            "url": "https://scrape.do/documentation/changelog/",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-04T15:47:26.613440809Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "a597f1d69e2d"
          },
          {
            "url": "https://scrape.do/documentation/changelog/2026-03-12-pricing-page-refresh/",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-10-04T15:47:28.682948661Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "c8d4a242823e"
          },
          {
            "url": "https://scrape.do/pricing/",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-04T15:47:30.672906734Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "137ece1f2a23"
          },
          {
            "url": "https://scrape.do/privacy-policy/",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-04T15:47:32.703546965Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "4478a6102da5"
          },
          {
            "url": "https://scrape.do/terms-of-use/",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-04T15:47:34.693277825Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "3dd299433e7e"
          }
        ],
        "updatedAt": "2026-10-05T01:43:44.9910858Z"
      }
    },
    "b": {
      "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": 128,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 6,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 70,
          "payments": 90,
          "reliability": 64,
          "schema": 88,
          "security": 39,
          "transparency": 61
        },
        "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.",
        "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": "0.3",
            "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": 82
      },
      "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": 82
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapegraphai.json",
      "live": {
        "slug": "scrapegraphai",
        "probe": {
          "target": "https://v2-api.scrapegraphai.com",
          "method": "get",
          "lastAt": "2026-10-05T01:43:45.005584183Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 85,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 99.91,
          "p50ms24h": 92,
          "p95ms24h": 140,
          "samples24h": 272,
          "samples30d": 1122,
          "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": 20,
              "ok": 20
            }
          ]
        },
        "vendorStatus": {
          "page": "https://scrapegraphapi.openstatus.dev",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-04T21:40:28.277525949Z"
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "io.github.ScrapeGraphAI/scrapegraph-mcp",
            "version": "1.0.1",
            "seenAt": "2026-10-04T23:42:40.113054682Z"
          },
          {
            "registry": "npm",
            "name": "just-scrape",
            "version": "1.1.0",
            "seenAt": "2026-10-04T16:39:07.672430029Z"
          },
          {
            "registry": "npm",
            "name": "scrapegraph-js",
            "version": "2.2.1",
            "seenAt": "2026-10-04T16:39:05.93594083Z"
          },
          {
            "registry": "pypi",
            "name": "scrapegraph-py",
            "version": "2.3.1",
            "released": "2026-07-31",
            "seenAt": "2026-10-04T16:39:05.752477896Z"
          }
        ],
        "npmWeekly": 2347,
        "pypiWeekly": 42094,
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          "url": "https://scrapegraphai.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-04T15:15:59.406660763Z"
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        "llmsTxt": {
          "url": "https://docs.scrapegraphai.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:18:12.669895944Z"
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          "registered": "2024-04-29",
          "source": "https://rdap.verisign.com/com/v1/domain/scrapegraphai.com",
          "checkedAt": "2026-10-04T13:08:43.29199464Z"
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            "url": "https://scrapegraphai.com/changelog",
            "kind": "deprecations",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:29.979099486Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "3ab879585a3f"
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            "kind": "pricing",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:32.02450703Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "615843f80a16"
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          {
            "url": "https://scrapegraphai.com/privacy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:34.021372205Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "faec27bac829"
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          {
            "url": "https://scrapegraphai.com/terms",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:36.034844544Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "d09b7d6cb797"
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        "updatedAt": "2026-10-05T01:43:45.005584183Z"
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  "markdown": "ScrapeGraphAI has a score of 68.3 (B) against Scrape.do's 44 (E). Both do scraping. The largest gap is payments \u0026 pricing, 55 points.\n\n- Scrape.do: grade E, 44/100, rank #406 of 452. Markdown https://www.anchorterminal.com/tools/scrape-do.md · JSON https://www.anchorterminal.com/api/v1/tools/scrape-do.json\n- ScrapeGraphAI: grade B, 68.3/100, rank #128 of 452. Markdown https://www.anchorterminal.com/tools/scrapegraphai.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapegraphai.json\n\n## Which one, for what\n\nPick Scrape.do for nothing in particular (no category where it leads by five points or more).\n\nPick ScrapeGraphAI for reliability (+24), schema \u0026 documentation (+31), agent ergonomics (+10), security \u0026 auth (+16), payments \u0026 pricing (+55), maintenance \u0026 community (+25), transparency \u0026 trust (+12).\n\n## Score by category\n\n| Category | Weight | Scrape.do | ScrapeGraphAI | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 40 | 64 | ScrapeGraphAI +24 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 57 | 88 | ScrapeGraphAI +31 |\n| Agent ergonomics | 13% (16.2 this run) | 62 | 72 | ScrapeGraphAI +10 |\n| Security \u0026 auth | 14% (17.5 this run) | 23 | 39 | ScrapeGraphAI +16 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 35 | 90 | ScrapeGraphAI +55 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 45 | 70 | ScrapeGraphAI +25 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 49 | 61 | ScrapeGraphAI +12 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **44 · E** | **68.3 · B** | |\n\n## Facts side by side\n\n| Fact | Scrape.do | ScrapeGraphAI |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Scrape.do | ScrapeGraphAI |\n| Hosted endpoint | `https://api.scrape.do/` | `https://v2-api.scrapegraphai.com` |\n| Transports | HTTP | HTTP, Streamable HTTP |\n| Auth | API key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| x402 | no | payer tooling only |\n| Licence | none | none |\n| Tools exposed | none | 20 |\n| Context cost (tools/list) | n/a | n/a |\n| p95 latency | not measured yet | not measured yet |\n| Availability (30d) | not measured yet | not measured yet |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `io.github.ScrapeGraphAI/scrapegraph-mcp` |\n| Last release | 2026-07-31 | 2026-07-31 |\n| Popularity | 2 npm/wk | 2.4k npm/wk, 46k PyPI/wk |\n| Agent reviews | 3.5/5 (2) | 3/5 (2) |\n\n## Verdicts\n\n**Scrape.do.** $29 for 250,000 basic credits, and 429s, 502s and most failures aren't billed. Token travels in the query string on the main API.\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## Before you call either\n\n### Scrape.do\n\n1. Start with the default data centre request (1 credit). Add `super=true` or `render=true` only after a block, since they cost 10 and 5\n2. Pass `output=markdown` to get LLM-ready text instead of raw HTML\n3. Read `Scrape.do-Request-Cost` from the response headers. Some domains cost 10 to 200 credits whatever you pass\n4. Treat a 429 as too many concurrent requests and wait for one to finish\n5. Keep URLs with `token=` out of logs and shared traces\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## Other comparisons with Scrape.do or ScrapeGraphAI\n\n- [Bright Data vs Scrape.do](https://www.anchorterminal.com/compare/bright-data-vs-scrape-do.md)\n- [Bright Data vs ScrapeGraphAI](https://www.anchorterminal.com/compare/bright-data-vs-scrapegraphai.md)\n- [Jina Reader vs Scrape.do](https://www.anchorterminal.com/compare/jina-reader-vs-scrape-do.md)\n- [Jina Reader vs ScrapeGraphAI](https://www.anchorterminal.com/compare/jina-reader-vs-scrapegraphai.md)\n- [Olostep vs Scrape.do](https://www.anchorterminal.com/compare/olostep-vs-scrape-do.md)\n- [Olostep vs ScrapeGraphAI](https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai.md)\n- [Scrape.do vs Scrapeless](https://www.anchorterminal.com/compare/scrape-do-vs-scrapeless.md)\n- [Scrape.do vs Scrapfly](https://www.anchorterminal.com/compare/scrape-do-vs-scrapfly.md)\n- [Scrape.do vs ScrapingAnt](https://www.anchorterminal.com/compare/scrape-do-vs-scrapingant.md)\n- [Scrape.do vs ScrapingBee](https://www.anchorterminal.com/compare/scrape-do-vs-scrapingbee.md)\n- [Scrape.do vs Scrapingdog](https://www.anchorterminal.com/compare/scrape-do-vs-scrapingdog.md)\n- [Scrape.do vs Spider](https://www.anchorterminal.com/compare/scrape-do-vs-spider-cloud.md)\n- [Scrape.do vs ZenRows](https://www.anchorterminal.com/compare/scrape-do-vs-zenrows.md)\n- [ScrapeGraphAI vs Scrapeless](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapeless.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- [Firecrawl MCP vs ScrapeGraphAI](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapegraphai.md)\n- [Firecrawl MCP vs Scrape.do](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrape-do.md)\n- [Apify MCP Server vs ScrapeGraphAI](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapegraphai.md)\n",
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    "description": "ScrapeGraphAI has a score of 68.3 (B) against Scrape.do's 44 (E). Both do scraping. The largest gap is payments \u0026 pricing, 55 points. Category scores, facts, verdicts and agent notes side by side.",
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