{
  "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": 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": "2026-10-05T02:30:02.255522205Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 93,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 99.91,
          "p50ms24h": 92,
          "p95ms24h": 140,
          "samples24h": 273,
          "samples30d": 1131,
          "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": 29,
              "ok": 29
            }
          ]
        },
        "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,
        "securityTxt": {
          "url": "https://scrapegraphai.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-04T15:15:59.406660763Z"
        },
        "llmsTxt": {
          "url": "https://docs.scrapegraphai.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:18:12.669895944Z"
        },
        "domain": {
          "domain": "scrapegraphai.com",
          "registered": "2024-04-29",
          "source": "https://rdap.verisign.com/com/v1/domain/scrapegraphai.com",
          "checkedAt": "2026-10-04T13:08:43.29199464Z"
        },
        "pages": [
          {
            "url": "https://scrapegraphai.com/changelog",
            "kind": "deprecations",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:29.979099486Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "3ab879585a3f"
          },
          {
            "url": "https://scrapegraphai.com/pricing",
            "kind": "pricing",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:32.02450703Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "615843f80a16"
          },
          {
            "url": "https://scrapegraphai.com/privacy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:34.021372205Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "faec27bac829"
          },
          {
            "url": "https://scrapegraphai.com/terms",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:36.034844544Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "d09b7d6cb797"
          }
        ],
        "updatedAt": "2026-10-05T02:30:02.255522205Z"
      }
    },
    "b": {
      "slug": "scrapingdog",
      "name": "Scrapingdog",
      "vendor": "Scrapingdog (OpenData Labs)",
      "vendorUrl": "https://www.scrapingdog.com",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Web scraping API billed by credits.",
      "url": "https://www.anchorterminal.com/tools/scrapingdog",
      "markdownUrl": "https://www.anchorterminal.com/tools/scrapingdog.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scrapingdog.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scrapingdog.json",
      "transports": [
        "http",
        "stdio"
      ],
      "remoteUrl": "https://api.scrapingdog.com/scrape",
      "packages": [
        {
          "registry": "npm",
          "name": "scrapingdog-mcp"
        },
        {
          "registry": "npm",
          "name": "scrapingdog-sdk"
        },
        {
          "registry": "pypi",
          "name": "scrapingdog"
        }
      ],
      "auth": "api-key",
      "authNotes": "The key goes in the api_key query parameter on every request. The docs show no header option. The MCP server reads SCRAPINGDOG_API_KEY from the environment.",
      "pricing": "freemium",
      "pricingNotes": "Free plan of 100 credits with 1 concurrent request, no card (the docs say 200 requests a month). Lite $40 a month (200,000 credits, 5 concurrent), Standard $90 (1M, 50), Pro $200 (3M, 100), Premium $350 (6M, 150), then plans up to $30,000 a month. Annual billing gives 2 months free. A plain request costs 1 credit, JS rendering 5, premium proxy or geotargeting 10, both 25, Google SERP 5 to 10, LinkedIn profiles 10 to 100. Failed requests aren't charged (https://www.scrapingdog.com/pricing/).",
      "priceSummary": "$40 / mo",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402 mention on the site, docs or pricing (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": 35,
      "popularity": {
        "githubStars": 0,
        "npmWeekly": 41,
        "pypiWeekly": 12,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://www.scrapingdog.com/documentation/",
      "llmsTxt": "https://www.scrapingdog.com/llms.txt",
      "registryName": "io.github.Darshan972/scrapingdog-mcp",
      "capabilities": [
        "web.scrape",
        "web.extract",
        "web.search",
        "scraping.proxies",
        "scraping.js-render",
        "scraping.anti-bot",
        "scraping.screenshot",
        "scraping.serp"
      ],
      "tags": [
        "hosted",
        "freemium",
        "no-card",
        "mcp",
        "llms-txt",
        "proxies",
        "closed-source",
        "python",
        "typescript"
      ],
      "lastRelease": "2026-07-31",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 39.3,
        "grade": "E",
        "agentReady": false,
        "rank": 425,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 13,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 44,
          "maintenance": 45,
          "payments": 40,
          "reliability": 62,
          "schema": 43,
          "security": 5,
          "transparency": 57
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": -2,
        "negativeNotes": [
          "2026-08-01: the vendor-linked MCP server's web_scrape tool describes dynamic as `(API default: false)`, while https://www.scrapingdog.com/documentation/javascript-rendering/ says rendering is on by default at 5 credits. The MCP omits unset parameters, so a model that trusts the description pays 5 times the plain rate (https://github.com/Darshan972/Scrapingdog-mcp, src/endpoints.ts) (-2)."
        ],
        "verdict": "A plain request is 1 credit, about $0.20 per 1,000 on Lite. API key only travels in the URL query string.",
        "strengths": [
          "A plain request is 1 credit, about $0.20 per 1,000 on Lite",
          "Parsed JSON endpoints for Google, Amazon, LinkedIn, YouTube and more under one key",
          "Terms let you store and redistribute returned data during the subscription, and the privacy policy says API calls aren't stored or logged",
          "Failed requests aren't charged, and a public SLA page compensates downtime in credits",
          "Concurrency per plan is published, from 1 up to 2,200"
        ],
        "weaknesses": [
          "API key only travels in the URL query string",
          "Rendering defaults on at 5 credits, and the MCP's web_scrape description says the default is off",
          "MCP server published 2026-08-01 from a personal account, with 35 tools, no CI, no tags and no release since",
          "No changelog, security.txt or prompt-injection guidance",
          "The free allowance differs between pricing (100 credits) and docs (200 a month)"
        ],
        "agentNotes": [
          "Add dynamic=false unless the page needs JavaScript. It cuts the cost from 5 credits to 1, whatever the MCP description says",
          "Keep request URLs out of logs, since they carry api_key",
          "Set client timeouts above 60 seconds and retry on 429 or timeout. Failures aren't billed",
          "Prefer the parsed endpoints (Google, Amazon) over scraping the raw page when one exists"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "E",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 39.3
          }
        ],
        "editorialScores": {
          "ergonomics": 44,
          "maintenance": 45,
          "payments": 40,
          "reliability": 62,
          "schema": 43,
          "security": 5,
          "transparency": 37
        },
        "provenanceScore": 76
      },
      "connect": {
        "http": "curl \"https://api.scrapingdog.com/scrape?api_key=$SCRAPINGDOG_API_KEY\u0026url=https://example.com\u0026dynamic=false\"",
        "claudeCode": "claude mcp add scrapingdog -e SCRAPINGDOG_API_KEY=$SCRAPINGDOG_API_KEY -- npx -y scrapingdog-mcp",
        "config": {
          "mcpServers": {
            "scrapingdog": {
              "args": [
                "-y",
                "scrapingdog-mcp"
              ],
              "command": "npx",
              "env": {
                "SCRAPINGDOG_API_KEY": "${SCRAPINGDOG_API_KEY}"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/scrapingdog"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Lite plan",
          "unit": "month",
          "usd": 40,
          "note": "200,000 credits, 5 concurrent"
        },
        {
          "item": "Standard plan",
          "unit": "month",
          "usd": 90,
          "note": "1,000,000 credits, 50 concurrent"
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 200,
          "note": "3,000,000 credits, 100 concurrent"
        },
        {
          "item": "Plain request on Lite",
          "unit": "1k-requests",
          "usd": 0.2,
          "note": "1 credit each, dynamic=false"
        },
        {
          "item": "JS-rendered request on Lite",
          "unit": "1k-requests",
          "usd": 1,
          "note": "5 credits each, the default"
        }
      ],
      "provenance": {
        "legalEntity": "OpenData Labs Private Limited",
        "domain": "scrapingdog.com",
        "domainRegistered": "2020-04-04",
        "endpointOnVendorDomain": true,
        "terms": "https://www.scrapingdog.com/terms/",
        "privacy": "https://www.scrapingdog.com/privacy/",
        "statusPage": "https://stats.uptimerobot.com/SAQkQwbOYj",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "Legal entity from the site footer. The terms are governed by the laws of Rajasthan, India.",
          "The status page is a hosted UptimeRobot page linked from the footer."
        ],
        "score": 76
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapingdog.json",
      "live": {
        "slug": "scrapingdog",
        "probe": {
          "target": "https://api.scrapingdog.com/scrape",
          "method": "get",
          "lastAt": "2026-10-05T02:30:02.418475277Z",
          "lastOk": true,
          "lastStatus": 400,
          "lastMs": 129,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 126,
          "p95ms24h": 302,
          "samples24h": 273,
          "samples30d": 1131,
          "days": [
            {
              "date": "2026-09-30",
              "probes": 35,
              "ok": 35
            },
            {
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        "vendorStatus": {
          "page": "https://stats.uptimerobot.com/SAQkQwbOYj",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-04T21:40:28.56453658Z"
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        "versions": [
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            "registry": "mcp-registry",
            "name": "io.github.Darshan972/scrapingdog-mcp",
            "version": "0.1.1",
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            "released": "2026-07-31",
            "seenAt": "2026-10-04T16:39:26.504278599Z"
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        "npmWeekly": 47,
        "pypiWeekly": 10,
        "securityTxt": {
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          "state": "none",
          "checkedAt": "2026-10-04T15:15:59.790191822Z"
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          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:18:13.496086906Z"
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        "domain": {
          "domain": "scrapingdog.com",
          "registered": "2020-04-04",
          "source": "https://rdap.verisign.com/com/v1/domain/scrapingdog.com",
          "checkedAt": "2026-10-04T13:06:10.743416145Z"
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        "pages": [
          {
            "url": "https://www.scrapingdog.com/terms/",
            "kind": "deprecations",
            "status": 304,
            "checkedAt": "2026-10-04T15:52:13.443088296Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "2305ca79c5e0"
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          {
            "url": "https://www.scrapingdog.com/pricing/",
            "kind": "pricing",
            "status": 304,
            "checkedAt": "2026-10-04T15:52:09.410001091Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "9d279976db89"
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            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-04T15:52:11.429468273Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "bd229180f12f"
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        "updatedAt": "2026-10-05T02:30:02.418475277Z"
      }
    },
    "summary": "ScrapeGraphAI has a score of 68.3 (B) against Scrapingdog's 39.3 (E). Both do scraping. The largest gap is payments \u0026 pricing, 50 points."
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  "markdown": "ScrapeGraphAI has a score of 68.3 (B) against Scrapingdog's 39.3 (E). Both do scraping. The largest gap is payments \u0026 pricing, 50 points.\n\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- Scrapingdog: grade E, 39.3/100, rank #425 of 452. Markdown https://www.anchorterminal.com/tools/scrapingdog.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapingdog.json\n\n## Which one, for what\n\nPick ScrapeGraphAI for schema \u0026 documentation (+45), agent ergonomics (+28), security \u0026 auth (+34), payments \u0026 pricing (+50), maintenance \u0026 community (+25).\n\nPick Scrapingdog for nothing in particular (no category where it leads by five points or more).\n\n## Score by category\n\n| Category | Weight | ScrapeGraphAI | Scrapingdog | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 64 | 62 | ScrapeGraphAI +2 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 88 | 43 | ScrapeGraphAI +45 |\n| Agent ergonomics | 13% (16.2 this run) | 72 | 44 | ScrapeGraphAI +28 |\n| Security \u0026 auth | 14% (17.5 this run) | 39 | 5 | ScrapeGraphAI +34 |\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 | 45 | ScrapeGraphAI +25 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 61 | 57 | ScrapeGraphAI +4 |\n| Negative events | ≤15 | 0 | -2 | |\n| **Total** | | **68.3 · B** | **39.3 · E** | |\n\n## Facts side by side\n\n| Fact | ScrapeGraphAI | Scrapingdog |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | ScrapeGraphAI | Scrapingdog (OpenData Labs) |\n| Hosted endpoint | `https://v2-api.scrapegraphai.com` | `https://api.scrapingdog.com/scrape` |\n| Transports | HTTP, Streamable HTTP | HTTP, stdio |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Freemium |\n| x402 | payer tooling only | no |\n| Licence | none | none |\n| Tools exposed | 20 | 35 |\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 | `io.github.ScrapeGraphAI/scrapegraph-mcp` | `io.github.Darshan972/scrapingdog-mcp` |\n| Last release | 2026-07-31 | 2026-07-31 |\n| Popularity | 2.4k npm/wk, 46k PyPI/wk | 0 stars, 41 npm/wk, 12 PyPI/wk |\n| Agent reviews | 3/5 (2) | 3/5 (2) |\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**Scrapingdog.** A plain request is 1 credit, about $0.20 per 1,000 on Lite. API key only travels in the URL query string.\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### Scrapingdog\n\n1. Add dynamic=false unless the page needs JavaScript. It cuts the cost from 5 credits to 1, whatever the MCP description says\n2. Keep request URLs out of logs, since they carry api_key\n3. Set client timeouts above 60 seconds and retry on 429 or timeout. Failures aren't billed\n4. Prefer the parsed endpoints (Google, Amazon) over scraping the raw page when one exists\n\n## Other comparisons with ScrapeGraphAI or Scrapingdog\n\n- [Bright Data vs ScrapeGraphAI](https://www.anchorterminal.com/compare/bright-data-vs-scrapegraphai.md)\n- [Bright Data vs Scrapingdog](https://www.anchorterminal.com/compare/bright-data-vs-scrapingdog.md)\n- [Jina Reader vs ScrapeGraphAI](https://www.anchorterminal.com/compare/jina-reader-vs-scrapegraphai.md)\n- [Jina Reader vs Scrapingdog](https://www.anchorterminal.com/compare/jina-reader-vs-scrapingdog.md)\n- [Olostep vs ScrapeGraphAI](https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai.md)\n- [Olostep vs Scrapingdog](https://www.anchorterminal.com/compare/olostep-vs-scrapingdog.md)\n- [Scrape.do vs ScrapeGraphAI](https://www.anchorterminal.com/compare/scrape-do-vs-scrapegraphai.md)\n- [Scrape.do vs Scrapingdog](https://www.anchorterminal.com/compare/scrape-do-vs-scrapingdog.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 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- [Scrapeless vs Scrapingdog](https://www.anchorterminal.com/compare/scrapeless-vs-scrapingdog.md)\n- [Scrapfly vs Scrapingdog](https://www.anchorterminal.com/compare/scrapfly-vs-scrapingdog.md)\n- [ScrapingAnt vs Scrapingdog](https://www.anchorterminal.com/compare/scrapingant-vs-scrapingdog.md)\n- [ScrapingBee vs Scrapingdog](https://www.anchorterminal.com/compare/scrapingbee-vs-scrapingdog.md)\n- [Scrapingdog vs Spider](https://www.anchorterminal.com/compare/scrapingdog-vs-spider-cloud.md)\n- [Scrapingdog vs ZenRows](https://www.anchorterminal.com/compare/scrapingdog-vs-zenrows.md)\n- [Firecrawl MCP vs ScrapeGraphAI](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapegraphai.md)\n- [Firecrawl MCP vs Scrapingdog](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapingdog.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 Scrapingdog's 39.3 (E). Both do scraping. The largest gap is payments \u0026 pricing, 50 points. Category scores, facts, verdicts and agent notes side by side.",
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