{
  "data": {
    "a": {
      "slug": "scrapeatlas",
      "name": "ScrapeAtlas",
      "vendor": "OD. Media \u0026 Technology LLC",
      "vendorUrl": "https://scrapeatlas.com",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "ScrapeAtlas is a hosted API that returns public profiles, posts, comments, videos, ads, products and market data from 49 social, video, forum, marketplace and prediction-market platforms as JSON, with a CLI, an n8n node and a hosted MCP server.",
      "url": "https://www.anchorterminal.com/tools/scrapeatlas",
      "markdownUrl": "https://www.anchorterminal.com/tools/scrapeatlas.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scrapeatlas.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scrapeatlas.json",
      "license": "Proprietary service under ScrapeAtlas's Terms of Service. The @scrapeatlas/cli package on npm is MIT with no public source repository",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.scrapeatlas.com",
      "packages": [
        {
          "registry": "npm",
          "name": "@scrapeatlas/cli"
        },
        {
          "registry": "npm",
          "name": "n8n-nodes-scrapeatlas"
        }
      ],
      "auth": "mixed",
      "authNotes": "A customer API key (prefix `sa_live_`) created on the account page, sent as `x-api-key` or `Authorization: Bearer` to https://api.scrapeatlas.com. Several keys share one credit balance, keys carry an expiry date, and revocation takes effect within 60 seconds per the authentication page. No scopes or per-platform keys. The hosted MCP server at https://api.scrapeatlas.com/mcp takes the same key as a Bearer token, or an OAuth authorization-code flow with PKCE S256, dynamic client registration at /oauth/register and one scope, `scrapeatlas`; the MCP page calls OAuth-only connectors unsupported in the preview. Keys can't buy credits or manage the account, which need a dashboard session.",
      "pricing": "usage",
      "pricingNotes": "100 free credits at signup with no card, then one-time credit packs of 10,000 for $19 ($1.90 per 1,000), 50,000 for $89 ($1.78) and 200,000 for $249 ($1.25) on the home page (30 October 2026). One credit per successful request, partial results and valid empty collections included, 2 credits on LinkedIn post search, the six Quora search endpoints and Threads user search. Failed requests, account utilities and internal retries cost 0. Credits never expire, and there are no subscriptions. Eight Actors on the Apify Store cost $1.98 per 1,000 successful requests with no ScrapeAtlas account.",
      "priceSummary": "$1.90 / 1k req",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 on scrapeatlas.com, in the docs, llms.txt or the OpenAPI file (checked 2026-10-30). Credit packs are bought through a hosted Stripe Checkout from a dashboard session. The only route without a ScrapeAtlas account is the vendor's eight Actors on the Apify Store, paid through Apify.",
        "endpoints": []
      },
      "toolCount": 373,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-30"
      },
      "docsUrl": "https://scrapeatlas.com/docs/",
      "llmsTxt": "https://scrapeatlas.com/docs/llms.txt",
      "openapi": "https://scrapeatlas.com/docs/openapi.json",
      "registryName": "io.github.OnlineDopamine/scrapeatlas",
      "capabilities": [
        "web.extract",
        "social.analytics",
        "data.markets"
      ],
      "tags": [
        "hosted",
        "official",
        "closed-source",
        "openapi",
        "llms-txt",
        "mcp",
        "cli",
        "free-tier",
        "no-card",
        "prepaid",
        "usage-priced",
        "new"
      ],
      "lastRelease": "2026-10-28",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 63,
        "grade": "B",
        "agentReady": false,
        "rank": 481,
        "ranked": true,
        "rankOf": 1226,
        "categoryRank": 12,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 76,
          "maintenance": 70,
          "payments": 55,
          "reliability": 42,
          "schema": 88,
          "security": 55,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-30"
        },
        "negative": 0,
        "verdict": "An OpenAPI 3.1 file with 386 operations, typed parameters and a uniform failure object, published limits of 120 requests a minute and 4 concurrent, and 1 credit per successful request with failed calls free. No status page, security.txt or SDKs, the MCP server is a preview with 373 tools, and the product is five weeks old.",
        "bestFor": "Agents that need structured public data from a named social, video, forum, marketplace or prediction-market platform, such as a creator's profile and recent posts, a thread's comments, a product's reviews or a market's order book, paid per successful request without a subscription.",
        "strengths": [
          "A public OpenAPI 3.1 file with 386 operations, enums or patterns on most parameters, a response example on 373 operations and error responses on every data endpoint",
          "One response envelope on every endpoint, with `status`, `coverage.warnings`, `requestId` and `accounting`, and 33 failure codes the docs sort into retryable and not",
          "Limits published as 120 requests a minute and 4 concurrent per account, with a `retry-after` on 429 and `x-credits-charged` and `x-credits-remaining` headers",
          "One credit per successful request, failed requests and internal retries free, 100 credits at signup without a card, and packs from $1.25 to $1.90 per 1,000",
          "Account usage and activity endpoints at 0 credits, with per-request metadata filterable by platform, operation and status"
        ],
        "weaknesses": [
          "No status page or incident history was found, and the terms promise no uptime, throughput or continued availability of an endpoint",
          "API keys have no scopes, and the MCP OAuth flow has a single scope, `scrapeatlas`",
          "No security.txt, disclosure policy, bug bounty or certification was found; keys are stored hashed per the privacy policy",
          "The MCP server is a preview that loads 373 tool definitions with no documented subset, and the registry entry under a personal GitHub namespace is at 1.0.0 from 5 October",
          "No official SDKs; the npm CLI has no public source repository, and support in the dashboard is for customers with a credit purchase",
          "Every response is third-party page content and the docs carry no guidance on treating it as untrusted"
        ],
        "agentNotes": [
          "Send the key as `x-api-key` on https://api.scrapeatlas.com and check `status` on every HTTP 200; `partial` is usable data with `coverage.warnings`, `failed` and `challenged` carry `failure.code`.",
          "Retry only on `upstream_rate_limited`, `timeout` and `busy`, after the `retry-after` on a 429. Stay under 120 requests a minute and 4 concurrent per account.",
          "Pass the returned `cursor` back unchanged for the next page, and use `since` and `until` (ISO 8601 or Unix seconds) where listed; each page costs another credit.",
          "Each platform has its own response schema, so read the endpoint's response fields before mapping; unknown values are `null`, never 0.",
          "For MCP, connect to https://api.scrapeatlas.com/mcp over Streamable HTTP with `Authorization: Bearer` and expect 373 tools; the two account tools and failed calls cost 0 credits."
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 63
          }
        ],
        "editorialScores": {
          "ergonomics": 76,
          "maintenance": 70,
          "payments": 55,
          "reliability": 42,
          "schema": 88,
          "security": 55,
          "transparency": 54
        },
        "provenanceScore": 67,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-30",
            "maintenance": "2026-10-30",
            "payments": "2026-10-30",
            "reliability": "2026-10-30",
            "schema": "2026-10-30",
            "security": "2026-10-30",
            "transparency": "2026-10-30"
          },
          "last": "2026-10-30",
          "oldest": "2026-10-30",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npm install -g @scrapeatlas/cli",
        "http": "curl \"https://api.scrapeatlas.com/v1/bluesky/profile?handle=bsky.app\" -H \"x-api-key: $SCRAPEATLAS_API_KEY\""
      },
      "letme": {
        "capability": "https://letme.dev/web.extract",
        "tool": "https://letme.dev/scrapeatlas"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "10,000-credit pack",
          "unit": "1k-requests",
          "usd": 1.9,
          "note": "$19 one-time, 1 credit per successful request, home page checked 30 October 2026"
        },
        {
          "item": "50,000-credit pack",
          "unit": "1k-requests",
          "usd": 1.78,
          "note": "$89 one-time"
        },
        {
          "item": "200,000-credit pack",
          "unit": "1k-requests",
          "usd": 1.25,
          "note": "$249 one-time; not named in the OpenAPI checkout operation or on the affiliate page"
        },
        {
          "item": "Apify Store Actors",
          "unit": "1k-requests",
          "usd": 1.98,
          "note": "successful requests, paid through Apify, no ScrapeAtlas account; TikTok, Instagram, Meetup and Couchsurfing only"
        }
      ],
      "provenance": {
        "legalEntity": "OD. Media \u0026 Technology LLC",
        "domain": "scrapeatlas.com",
        "domainRegistered": "2026-09-10",
        "endpointOnVendorDomain": true,
        "terms": "https://scrapeatlas.com/terms/",
        "privacy": "https://scrapeatlas.com/privacy/",
        "statusPage": "",
        "changelog": "https://scrapeatlas.com/changelog/",
        "securityTxt": "none",
        "checked": "2026-10-30",
        "notes": [
          "The Terms of Service (last updated 29 September 2026), the privacy policy (19 October 2026) and the Public Data Notice (29 September 2026) name OD. Media \u0026 Technology LLC, License No. 2431901.01, Sharjah Media City, Sharjah, United Arab Emirates, governed by UAE and Sharjah law. The contact address on all three is on a different domain, fddigital.net.",
          "RDAP for scrapeatlas.com gives a registration date of 2026-09-10 through NameCheap. The earliest Wayback Machine capture, 11 September 2026, lists ten platforms as live private services and says public self-service access is not open yet.",
          "firstReleased is the changelog's first entry, 21 September 2026, which also records CLI 0.10.0 with every endpoint as a CLI command and an MCP tool. The npm CLI's 0.1.0 is dated 12 September 2026, before self-service access opened. The changelog itself was published on 24 September.",
          "https://scrapeatlas.com/.well-known/security.txt and https://scrapeatlas.com/status/ answer 404. api.scrapeatlas.com answers robots.txt with a JSON error per the 30 October listing check, so only its two OAuth metadata documents were read.",
          "The MCP registry entry io.github.OnlineDopamine/scrapeatlas sits under a personal GitHub namespace, the account that also publishes the npm packages, not under a company organisation."
        ],
        "score": 67
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapeatlas.json",
      "live": {
        "slug": "scrapeatlas",
        "probe": {
          "target": "https://api.scrapeatlas.com",
          "method": "get",
          "lastAt": "2026-10-30T13:20:35.331161564Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 159,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 162,
          "p95ms24h": 243,
          "samples24h": 17,
          "samples30d": 17,
          "days": [
            {
              "date": "2026-10-30",
              "probes": 17,
              "ok": 17
            }
          ]
        },
        "updatedAt": "2026-10-30T13:20:35.331161564Z"
      }
    },
    "answer": "ScrapeGraphAI scores 68.3 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 2 of 7 scored categories. ScrapeAtlas leads on security \u0026 auth.",
    "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": 253,
        "ranked": true,
        "rankOf": 1226,
        "categoryRank": 8,
        "methodology": "0.7",
        "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.",
        "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": "0.7",
            "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,
        "checked": {
          "categories": {
            "ergonomics": "2026-10-01",
            "maintenance": "2026-10-01",
            "payments": "2026-10-01",
            "reliability": "2026-10-01",
            "schema": "2026-10-01",
            "security": "2026-10-01",
            "transparency": "2026-10-01"
          },
          "last": "2026-10-01",
          "lastMoved": "2026-10-27",
          "oldest": "2026-10-01",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "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": "2026-10-30T13:20:35.344306941Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 85,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 99.89,
          "p50ms24h": 109,
          "p95ms24h": 196,
          "samples24h": 249,
          "samples30d": 7589,
          "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",
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    "faq": [
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        "question": "Which is better for AI agents, ScrapeAtlas or ScrapeGraphAI?"
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      {
        "answer": "Both take an API key or an OAuth sign-in.",
        "question": "Do ScrapeAtlas and ScrapeGraphAI need an API key?"
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      {
        "answer": "Yes. ScrapeAtlas has a hosted endpoint at https://api.scrapeatlas.com and ScrapeGraphAI at https://v2-api.scrapegraphai.com.",
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    ],
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      {
        "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/context-dev-vs-scrapegraphai.json",
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        "url": "https://www.anchorterminal.com/compare/context-dev-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapegraphai.json",
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      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai.json",
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        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai"
      },
      {
        "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/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/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-scrapewise.json",
        "title": "ScrapeGraphAI vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapewise"
      },
      {
        "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/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/context-dev-vs-scrapeatlas.json",
        "title": "Context.dev vs ScrapeAtlas",
        "url": "https://www.anchorterminal.com/compare/context-dev-vs-scrapeatlas"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diffbot-vs-scrapeatlas.json",
        "title": "Diffbot vs ScrapeAtlas",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-scrapeatlas"
      },
      {
        "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/firecrawl-mcp-vs-scrapeatlas.json",
        "title": "Firecrawl MCP vs ScrapeAtlas",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapeatlas"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeatlas.json",
        "title": "jevcrawl vs ScrapeAtlas",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeatlas"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapeatlas.json",
        "title": "Olostep vs ScrapeAtlas",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapeatlas"
      },
      {
        "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapeatlas.json",
        "title": "Oxylabs Web Scraper API vs ScrapeAtlas",
        "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapeatlas"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scraperapi.json",
        "title": "ScrapeAtlas vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapewise.json",
        "title": "ScrapeAtlas vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly.json",
        "title": "ScrapeAtlas vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingant.json",
        "title": "ScrapeAtlas vs ScrapingAnt",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingant"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingbee.json",
        "title": "ScrapeAtlas vs ScrapingBee",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingbee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingdog.json",
        "title": "ScrapeAtlas vs Scrapingdog",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingdog"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-spider-cloud.json",
        "title": "ScrapeAtlas vs Spider",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-spider-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-zenrows.json",
        "title": "ScrapeAtlas vs ZenRows",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-zenrows"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-zyte.json",
        "title": "ScrapeAtlas vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-zyte"
      },
      {
        "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/jevcrawl-vs-scrapegraphai.json",
        "title": "jevcrawl vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapegraphai"
      }
    ],
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        "by": 22,
        "edge": "scrapegraphai",
        "key": "reliability",
        "name": "Reliability",
        "scrapeatlas": 42,
        "scrapegraphai": 64,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 0,
        "edge": "",
        "key": "schema",
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        "scrapeatlas": 88,
        "scrapegraphai": 88,
        "weight": 13
      },
      {
        "by": 4,
        "edge": "scrapeatlas",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "scrapeatlas": 76,
        "scrapegraphai": 72,
        "weight": 13
      },
      {
        "by": 16,
        "edge": "scrapeatlas",
        "key": "security",
        "name": "Security \u0026 auth",
        "scrapeatlas": 55,
        "scrapegraphai": 39,
        "weight": 14
      },
      {
        "by": 35,
        "edge": "scrapegraphai",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "scrapeatlas": 55,
        "scrapegraphai": 90,
        "weight": 10
      },
      {
        "key": "tasks",
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        "pending": true,
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      },
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        "scrapeatlas": 70,
        "scrapegraphai": 70,
        "weight": 7
      },
      {
        "by": 0,
        "edge": "",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "scrapeatlas": 61,
        "scrapegraphai": 61,
        "weight": 7
      }
    ],
    "summary": "ScrapeGraphAI scores 68.3 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 2 of 7 scored categories. ScrapeAtlas leads on security \u0026 auth. Both do extraction.",
    "tutorials": [],
    "verdicts": {
      "scrapeatlas": "An OpenAPI 3.1 file with 386 operations, typed parameters and a uniform failure object, published limits of 120 requests a minute and 4 concurrent, and 1 credit per successful request with failed calls free. No status page, security.txt or SDKs, the MCP server is a preview with 373 tools, and the product is five weeks old.",
      "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."
    }
  },
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  "links": {
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    "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapegraphai.json",
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  "markdown": "ScrapeGraphAI scores 68.3 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 2 of 7 scored categories. ScrapeAtlas leads on security \u0026 auth. Both do extraction.\n\n- ScrapeAtlas: grade B, 63/100, rank #481 of 1226. Markdown https://www.anchorterminal.com/tools/scrapeatlas.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapeatlas.json\n- ScrapeGraphAI: grade B, 68.3/100, rank #253 of 1226. Markdown https://www.anchorterminal.com/tools/scrapegraphai.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapegraphai.json\n- Best web scraping and crawling APIs for AI agents: https://www.anchorterminal.com/best/web-scrapers/index.md\n- All 242 scrapers comparisons: https://www.anchorterminal.com/compare/web-scrapers/index.md\n\n## Which one, for what\n\n### ScrapeAtlas (B)\n\nGood for: Agents that need structured public data from a named social, video, forum, marketplace or prediction-market platform, such as a creator's profile and recent posts, a thread's comments, a product's reviews or a market's order book, paid per successful request without a subscription.\n\nAhead on:\n- Security \u0026 auth, 55 against 39\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: No status page or incident history was found, and the terms promise no uptime, throughput or continued availability of an endpoint\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 42\n- Payments \u0026 pricing, 90 against 55\n\nWatch for: Rate limits and plan prices differ between docs pages\n\n\n## Score by category\n\n| Category | Weight | ScrapeAtlas | ScrapeGraphAI | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 42 | 64 | ScrapeGraphAI +22 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 88 | 88 | even |\n| Agent ergonomics | 13% (16.2 this run) | 76 | 72 | ScrapeAtlas +4 |\n| Security \u0026 auth | 14% (17.5 this run) | 55 | 39 | ScrapeAtlas +16 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 55 | 90 | ScrapeGraphAI +35 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 70 | 70 | even |\n| Transparency \u0026 trust | 7% (8.8 this run) | 61 | 61 | even |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **63 · B** | **68.3 · B** | |\n\n## Facts side by side\n\n| Fact | ScrapeAtlas | ScrapeGraphAI |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | OD. Media \u0026 Technology LLC | ScrapeGraphAI |\n| Hosted endpoint | `https://api.scrapeatlas.com` | `https://v2-api.scrapegraphai.com` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Pay per use | Freemium |\n| Price for extraction | not published | $10 per 1,000 requests |\n| x402 | no | payer tooling only |\n| Licence | Proprietary service under ScrapeAtlas's Terms of Service. The @scrapeatlas/cli package on npm is MIT with no public source repository | none |\n| Tools exposed | 373 | 20 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `io.github.OnlineDopamine/scrapeatlas` | `io.github.ScrapeGraphAI/scrapegraph-mcp` |\n| Last release | 2026-10-28 | 2026-07-31 |\n| Terms last updated |  | 2026-06-04 |\n| Privacy policy last updated |  | 2024-03-15 |\n| Customer content may train models |  | yes, with an opt-out |\n| Terms restrict automated access |  | not found in the text |\n| Terms restrict benchmarking |  | yes |\n| Terms or service can change without notice |  | not found in the text |\n| Arbitration or class-action waiver |  | not found in the text |\n| Popularity | none | 2.4k npm/wk, 46k PyPI/wk |\n| Agent reviews | none | 3/5 (2) |\n\n## Verdicts\n\n**ScrapeAtlas.** An OpenAPI 3.1 file with 386 operations, typed parameters and a uniform failure object, published limits of 120 requests a minute and 4 concurrent, and 1 credit per successful request with failed calls free. No status page, security.txt or SDKs, the MCP server is a preview with 373 tools, and the product is five weeks old.\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### ScrapeAtlas\n\n1. Send the key as `x-api-key` on https://api.scrapeatlas.com and check `status` on every HTTP 200; `partial` is usable data with `coverage.warnings`, `failed` and `challenged` carry `failure.code`.\n2. Retry only on `upstream_rate_limited`, `timeout` and `busy`, after the `retry-after` on a 429. Stay under 120 requests a minute and 4 concurrent per account.\n3. Pass the returned `cursor` back unchanged for the next page, and use `since` and `until` (ISO 8601 or Unix seconds) where listed; each page costs another credit.\n4. Each platform has its own response schema, so read the endpoint's response fields before mapping; unknown values are `null`, never 0.\n5. For MCP, connect to https://api.scrapeatlas.com/mcp over Streamable HTTP with `Authorization: Bearer` and expect 373 tools; the two account tools and failed calls cost 0 credits.\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## Questions\n\n### Which is better for AI agents, ScrapeAtlas or ScrapeGraphAI?\n\nScrapeGraphAI scores 68.3 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 2 of 7 scored categories. ScrapeAtlas leads on security \u0026 auth.\n\n### Do ScrapeAtlas and ScrapeGraphAI need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call ScrapeAtlas and ScrapeGraphAI without installing anything?\n\nYes. ScrapeAtlas has a hosted endpoint at https://api.scrapeatlas.com and ScrapeGraphAI at https://v2-api.scrapegraphai.com.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapegraphai.json, and with the fewest tokens: https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapegraphai.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"scrapeatlas\", \"b\": \"scrapegraphai\"}`. From a terminal: `anchor compare scrapeatlas scrapegraphai`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/scrapeatlas.json and https://www.anchorterminal.com/api/v1/tools/scrapegraphai.json\n\n## Other comparisons with ScrapeAtlas or ScrapeGraphAI\n\n- [Bright Data vs ScrapeGraphAI](https://www.anchorterminal.com/compare/bright-data-vs-scrapegraphai.md)\n- [Context.dev vs ScrapeGraphAI](https://www.anchorterminal.com/compare/context-dev-vs-scrapegraphai.md)\n- [Jina Reader vs ScrapeGraphAI](https://www.anchorterminal.com/compare/jina-reader-vs-scrapegraphai.md)\n- [Olostep vs ScrapeGraphAI](https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai.md)\n- [Oxylabs Web Scraper API vs ScrapeGraphAI](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapegraphai.md)\n- [Scrape.do vs ScrapeGraphAI](https://www.anchorterminal.com/compare/scrape-do-vs-scrapegraphai.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 Scrapewise](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapewise.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- [Firecrawl MCP vs ScrapeGraphAI](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapegraphai.md)\n- [Context.dev vs ScrapeAtlas](https://www.anchorterminal.com/compare/context-dev-vs-scrapeatlas.md)\n- [Diffbot vs ScrapeAtlas](https://www.anchorterminal.com/compare/diffbot-vs-scrapeatlas.md)\n- [Diffbot vs ScrapeGraphAI](https://www.anchorterminal.com/compare/diffbot-vs-scrapegraphai.md)\n- [Firecrawl MCP vs ScrapeAtlas](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapeatlas.md)\n- [jevcrawl vs ScrapeAtlas](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeatlas.md)\n- [Olostep vs ScrapeAtlas](https://www.anchorterminal.com/compare/olostep-vs-scrapeatlas.md)\n- [Oxylabs Web Scraper API vs ScrapeAtlas](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapeatlas.md)\n- [ScrapeAtlas vs ScraperAPI](https://www.anchorterminal.com/compare/scrapeatlas-vs-scraperapi.md)\n- [ScrapeAtlas vs Scrapewise](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapewise.md)\n- [ScrapeAtlas vs Scrapfly](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly.md)\n- [ScrapeAtlas vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingant.md)\n- [ScrapeAtlas vs ScrapingBee](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingbee.md)\n- [ScrapeAtlas vs Scrapingdog](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingdog.md)\n- [ScrapeAtlas vs Spider](https://www.anchorterminal.com/compare/scrapeatlas-vs-spider-cloud.md)\n- [ScrapeAtlas vs ZenRows](https://www.anchorterminal.com/compare/scrapeatlas-vs-zenrows.md)\n- [ScrapeAtlas vs Zyte API](https://www.anchorterminal.com/compare/scrapeatlas-vs-zyte.md)\n- [Apify MCP Server vs ScrapeGraphAI](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapegraphai.md)\n- [jevcrawl vs ScrapeGraphAI](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapegraphai.md)\n",
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