{
  "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": "2026-10-30T13:38:20.072227622Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 158,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 159,
          "p95ms24h": 232,
          "samples24h": 20,
          "samples30d": 20,
          "days": [
            {
              "date": "2026-10-30",
              "probes": 20,
              "ok": 20
            }
          ]
        },
        "updatedAt": "2026-10-30T13:38:20.072227622Z"
      }
    },
    "answer": "Scrapfly scores 69.6 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 6 of 7 scored categories. ScrapeAtlas leads on payments \u0026 pricing.",
    "b": {
      "slug": "scrapfly",
      "name": "Scrapfly",
      "vendor": "Scrapfly (Joam Intelligence, LLC)",
      "vendorUrl": "https://scrapfly.io",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Scrape API with datacenter or residential proxies, JS rendering and an anti-bot Unblocker, plus screenshot, LLM extraction, crawler and hosted Cloud Browser APIs on one credit balance.",
      "url": "https://www.anchorterminal.com/tools/scrapfly",
      "markdownUrl": "https://www.anchorterminal.com/tools/scrapfly.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scrapfly.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scrapfly.json",
      "repo": "https://github.com/scrapfly/scrapfly-mcp",
      "transports": [
        "http",
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://api.scrapfly.io/scrape",
      "packages": [
        {
          "registry": "pypi",
          "name": "scrapfly-sdk"
        },
        {
          "registry": "npm",
          "name": "scrapfly-sdk"
        },
        {
          "registry": "npm",
          "name": "scrapfly-mcp"
        }
      ],
      "auth": "mixed",
      "authNotes": "API key in the `key` query parameter (their canonical form) or the `X-Scrapfly-Api-Key` header. Keys are per project, `scp-live-` for live and `scp-test-` for sandbox. The hosted MCP accepts OAuth 2.0, a Bearer key or `?key=` in the URL.",
      "pricing": "freemium",
      "pricingNotes": "1,000 free credits on signup, no card. Discovery $30 a month (200,000 credits), Pro $100 (1 million), Startup $250 (2.5 million), Enterprise $500 (5.5 million), custom from $1,200. Annual billing gives 2 months free. A datacenter request costs 1 credit, residential 25, browser rendering adds 5, and the Unblocker can add target-specific fees that aren't published. Extra credits run $5 per 10,000 on Discovery down to $1.20 on Enterprise, and Discovery and Free stop at quota (https://scrapfly.io/pricing).",
      "priceSummary": "$30 / mo",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402 in llms.txt, the docs index or pricing.md (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": 61,
      "popularity": {
        "githubStars": 14,
        "npmWeekly": 21337,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://scrapfly.io/docs",
      "llmsTxt": "https://scrapfly.io/docs/llms.txt",
      "registryName": "io.scrapfly.mcp/mcp",
      "capabilities": [
        "web.scrape",
        "web.fetch",
        "web.extract",
        "web.crawl",
        "browser.hosted",
        "scraping.proxies",
        "scraping.js-render",
        "scraping.anti-bot",
        "scraping.screenshot"
      ],
      "tags": [
        "hosted",
        "freemium",
        "no-card",
        "free-tier",
        "mcp",
        "llms-txt",
        "proxies",
        "python",
        "typescript",
        "openapi",
        "closed-source"
      ],
      "lastRelease": "2026-09-08",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 69.6,
        "grade": "B",
        "agentReady": false,
        "rank": 201,
        "ranked": true,
        "rankOf": 1226,
        "categoryRank": 7,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 80,
          "maintenance": 84,
          "payments": 40,
          "reliability": 50,
          "schema": 95,
          "security": 70,
          "transparency": 75
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "The error catalogue documents HTTP status, retry behaviour and billing for over 100 codes. The MCP server loads 61 tools at once.",
        "bestFor": "An agent that needs scrape, screenshot, extraction, crawl and a hosted browser from one key, with errors it can branch on.",
        "strengths": [
          "Error catalogue of 100+ ERR:: codes, each with HTTP status, retryable and billed flags and a doc link",
          "Hosted MCP with OAuth open to all plans, and API keys restrictable to products since 15 April 2026",
          "MCP tools carry readOnlyHint, destructiveHint and idempotentHint, and mutating vault and alert tools need confirm=true",
          "SOC 2 Type II and ISO 27001 claims, a public SOC 3 report and a published DPA",
          "1,000 free credits with no card, and official SDKs in Python, TypeScript, Go and Rust"
        ],
        "weaknesses": [
          "The open-source MCP server registers 61 tools at once, a heavy tools/list",
          "The canonical API auth form and one MCP option put the key in the URL query string",
          "Status page shows an overall state only, with no components or incident history, and status.scrapfly.io doesn't resolve",
          "Residential requests cost 25 credits and per-target Unblocker surcharges aren't published",
          "No SLA, and the terms disclaim uptime"
        ],
        "agentNotes": [
          "Send `X-Scrapfly-Api-Key` as a header rather than `key=` so the key stays out of logs",
          "Pass `unblocker=false` to the MCP web_scrape tool for plain pages, since it's on when omitted. `asp` is the deprecated alias",
          "Set `cost_budget` on each scrape so an Unblocker upgrade can't blow through credits",
          "Check `retryable` in the error body before retrying, and stop on `ERR::THROTTLE::MAX_API_CREDIT_BUDGET_EXCEEDED`",
          "Use web_get_page for a simple fetch and save cloud_browser_open for pages that need clicks"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 4,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 69.6
          }
        ],
        "editorialScores": {
          "ergonomics": 80,
          "maintenance": 84,
          "payments": 40,
          "reliability": 50,
          "schema": 95,
          "security": 70,
          "transparency": 58
        },
        "provenanceScore": 92,
        "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": "2026-10-08",
          "oldest": "2026-10-01",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "http": "curl -G \"https://api.scrapfly.io/scrape\" -H \"X-Scrapfly-Api-Key: $SCRAPFLY_API_KEY\" \\\n  --data-urlencode \"url=https://example.com\" -d \"format=markdown\"",
        "claudeCode": "claude mcp add --transport http scrapfly https://mcp.scrapfly.io/mcp",
        "config": {
          "mcpServers": {
            "scrapfly": {
              "args": [
                "mcp-remote",
                "https://mcp.scrapfly.io/mcp"
              ],
              "command": "npx"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/scrapfly"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Discovery plan",
          "unit": "month",
          "usd": 30,
          "note": "200,000 credits, hard cap at quota"
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 100,
          "note": "1,000,000 credits, extra at $3.50 per 10,000"
        },
        {
          "item": "Startup plan",
          "unit": "month",
          "usd": 250,
          "note": "2,500,000 credits, extra at $2 per 10,000"
        },
        {
          "item": "Enterprise plan",
          "unit": "month",
          "usd": 500,
          "note": "5,500,000 credits, extra at $1.20 per 10,000"
        },
        {
          "item": "Datacenter request on Discovery",
          "unit": "1k-requests",
          "usd": 0.15,
          "note": "1 credit a request, no rendering"
        },
        {
          "item": "Residential request on Discovery",
          "unit": "1k-requests",
          "usd": 3.75,
          "note": "25 credits a request"
        },
        {
          "item": "Extra credit on Discovery",
          "unit": "credit",
          "usd": 0.0005,
          "note": "$5 per 10,000"
        }
      ],
      "provenance": {
        "legalEntity": "Joam Intelligence, LLC",
        "domain": "scrapfly.io",
        "domainRegistered": "2018-09-12",
        "endpointOnVendorDomain": true,
        "terms": "https://scrapfly.io/terms-of-service",
        "privacy": "https://scrapfly.io/privacy-policy",
        "statusPage": "https://scrapfly.io/status",
        "changelog": "https://scrapfly.io/docs/release-notes",
        "securityTxt": "valid",
        "checked": "2026-10-01",
        "notes": [
          "scrapfly.io/status shows an overall state with no components or history. status.scrapfly.io, linked from llms.txt, still didn't resolve in DNS on 2026-10-01.",
          "The terms were updated on 2026-09-30 and now name only Joam Intelligence, LLC, governed by US law, with no postal address.",
          "security.txt expires 2027-03-29, per the 30 September check."
        ],
        "score": 92
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapfly.json",
      "live": {
        "slug": "scrapfly",
        "probe": {
          "target": "https://api.scrapfly.io/scrape",
          "method": "get",
          "lastAt": "2026-10-30T13:38:20.217184741Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 420,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 445,
          "p95ms24h": 516,
          "samples24h": 249,
          "samples30d": 7592,
          "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": 272,
              "ok": 272
            },
            {
              "date": "2026-10-06",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-08",
              "probes": 268,
              "ok": 268
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-16",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-18",
              "probes": 256,
              "ok": 256
            },
            {
              "date": "2026-10-19",
              "probes": 255,
              "ok": 255
            },
            {
              "date": "2026-10-20",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-21",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-22",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-23",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-24",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-25",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-26",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-27",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-28",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-29",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-30",
              "probes": 142,
              "ok": 142
            }
          ]
        },
        "vendorStatus": {
          "page": "https://scrapfly.io/status",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-30T12:51:20.986830393Z"
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "io.scrapfly.mcp/mcp",
            "version": "1.0.0",
            "seenAt": "2026-10-29T14:35:14.028051545Z"
          },
          {
            "registry": "npm",
            "name": "scrapfly-mcp",
            "version": "1.4.0",
            "seenAt": "2026-10-29T13:39:28.751694109Z"
          },
          {
            "registry": "npm",
            "name": "scrapfly-sdk",
            "version": "0.12.0",
            "seenAt": "2026-10-29T13:39:28.265072259Z"
          },
          {
            "registry": "pypi",
            "name": "scrapfly-sdk",
            "version": "0.12.0",
            "released": "2026-09-08",
            "seenAt": "2026-10-29T13:39:28.06482405Z"
          }
        ],
        "githubStars": 14,
        "npmWeekly": 16970,
        "pypiWeekly": 80224,
        "securityTxt": {
          "url": "https://scrapfly.io/.well-known/security.txt",
          "state": "valid",
          "expires": "2027-04-27T15:35:58Z",
          "checkedAt": "2026-10-29T15:35:57.883510319Z"
        },
        "llmsTxt": {
          "url": "https://scrapfly.io/docs/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-29T15:05:32.473670966Z"
        },
        "domain": {
          "domain": "scrapfly.io",
          "checkedAt": "2026-10-25T13:47:06.007308076Z"
        },
        "pages": [
          {
            "url": "https://scrapfly.io/docs/release-notes",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-10-30T05:47:57.421528308Z",
            "changedAt": "2026-10-30T05:47:57.421528308Z",
            "fingerprint": "8a91b5eccc7d"
          },
          {
            "url": "https://scrapfly.io/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-30T05:48:00.529089026Z",
            "changedAt": "2026-10-03T15:35:35.046049372Z",
            "fingerprint": "f25420398c41"
          },
          {
            "url": "https://scrapfly.io/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-30T05:48:02.848823516Z",
            "changedAt": "2026-10-22T01:25:11.179303727Z",
            "fingerprint": "87d893df699e"
          },
          {
            "url": "https://scrapfly.io/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-30T05:48:03.736190029Z",
            "changedAt": "2026-10-09T18:45:01.532788038Z",
            "fingerprint": "418fa790a7a3"
          }
        ],
        "github": {
          "repo": "scrapfly/scrapfly-mcp",
          "checkedAt": "2026-10-26T08:03:29.127829923Z",
          "stars": 14,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-10-26T02:00:18Z",
          "openIssues": 0,
          "openPRs": 0,
          "issuesOpened90d": 1,
          "issuesClosed90d": 1,
          "prsMerged90d": 2,
          "ci": {
            "branch": "main",
            "runs": 21,
            "success": 21,
            "failure": 0,
            "other": 0,
            "latest": "success",
            "latestAt": "2026-10-26T02:00:29Z"
          },
          "replies": {
            "sampled": 2,
            "unanswered": 0,
            "medianDays": 0.1
          }
        },
        "updatedAt": "2026-10-30T13:38:20.217184741Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "OD. Media \u0026 Technology LLC",
        "b": "Scrapfly (Joam Intelligence, LLC)",
        "name": "Vendor"
      },
      {
        "a": "https://api.scrapeatlas.com",
        "b": "https://api.scrapfly.io/scrape",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP",
        "b": "HTTP, Streamable HTTP, stdio",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under ScrapeAtlas's Terms of Service. The @scrapeatlas/cli package on npm is MIT with no public source repository",
        "b": "none",
        "name": "Licence"
      },
      {
        "a": "373",
        "b": "61",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "io.github.OnlineDopamine/scrapeatlas",
        "b": "io.scrapfly.mcp/mcp",
        "name": "MCP registry"
      },
      {
        "a": "2026-10-28",
        "b": "2026-09-08",
        "name": "Last release"
      },
      {
        "a": "",
        "b": "2026-09-30",
        "name": "Terms last updated"
      },
      {
        "a": "",
        "b": "2026-05-14",
        "name": "Privacy policy last updated"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "",
        "b": "yes",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "none",
        "b": "14 stars, 21k npm/wk",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "4/5 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Scrapfly scores 69.6 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 6 of 7 scored categories. ScrapeAtlas leads on payments \u0026 pricing.",
        "question": "Which is better for AI agents, ScrapeAtlas or Scrapfly?"
      },
      {
        "answer": "Both take an API key or an OAuth sign-in.",
        "question": "Do ScrapeAtlas and Scrapfly need an API key?"
      },
      {
        "answer": "Yes. ScrapeAtlas has a hosted endpoint at https://api.scrapeatlas.com and Scrapfly at https://api.scrapfly.io/scrape.",
        "question": "Can an agent call ScrapeAtlas and Scrapfly without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Payments \u0026 pricing, 55 against 40"
        ],
        "also": null,
        "goodFor": "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.",
        "slug": "scrapeatlas",
        "watchFor": "No status page or incident history was found, and the terms promise no uptime, throughput or continued availability of an endpoint"
      },
      {
        "aheadOn": [
          "Reliability, 50 against 42",
          "Schema \u0026 documentation, 95 against 88",
          "Security \u0026 auth, 70 against 55",
          "Maintenance \u0026 community, 84 against 70",
          "Transparency \u0026 trust, 75 against 61"
        ],
        "also": [
          "Runs on your own machine"
        ],
        "goodFor": "An agent that needs scrape, screenshot, extraction, crawl and a hosted browser from one key, with errors it can branch on.",
        "slug": "scrapfly",
        "watchFor": "The open-source MCP server registers 61 tools at once, a heavy tools/list"
      }
    ],
    "job": {
      "capability": "web.extract",
      "name": "Extraction"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/bright-data-vs-scrapfly.json",
        "title": "Bright Data vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/bright-data-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-dev-vs-scrapfly.json",
        "title": "Context.dev vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/context-dev-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapfly.json",
        "title": "Jina Reader vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapfly.json",
        "title": "Olostep vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapfly.json",
        "title": "Oxylabs Web Scraper API vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrape-do-vs-scrapfly.json",
        "title": "Scrape.do vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/scrape-do-vs-scrapfly"
      },
      {
        "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/scrapeless-vs-scrapfly.json",
        "title": "Scrapeless vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapfly.json",
        "title": "ScraperAPI vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapfly.json",
        "title": "Scrapewise vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapfly-vs-scrapingant.json",
        "title": "Scrapfly vs ScrapingAnt",
        "url": "https://www.anchorterminal.com/compare/scrapfly-vs-scrapingant"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapfly-vs-scrapingbee.json",
        "title": "Scrapfly vs ScrapingBee",
        "url": "https://www.anchorterminal.com/compare/scrapfly-vs-scrapingbee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapfly-vs-scrapingdog.json",
        "title": "Scrapfly vs Scrapingdog",
        "url": "https://www.anchorterminal.com/compare/scrapfly-vs-scrapingdog"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapfly-vs-spider-cloud.json",
        "title": "Scrapfly vs Spider",
        "url": "https://www.anchorterminal.com/compare/scrapfly-vs-spider-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapfly-vs-zenrows.json",
        "title": "Scrapfly vs ZenRows",
        "url": "https://www.anchorterminal.com/compare/scrapfly-vs-zenrows"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapfly-vs-zyte.json",
        "title": "Scrapfly vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapfly-vs-zyte"
      },
      {
        "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-scrapfly.json",
        "title": "Diffbot vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-scrapfly"
      },
      {
        "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-scrapegraphai.json",
        "title": "ScrapeAtlas vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapegraphai"
      },
      {
        "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-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-scrapfly.json",
        "title": "Apify MCP Server vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapfly.json",
        "title": "jevcrawl vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapfly.json",
        "title": "Firecrawl MCP vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapfly"
      }
    ],
    "scores": [
      {
        "by": 8,
        "edge": "scrapfly",
        "key": "reliability",
        "name": "Reliability",
        "scrapeatlas": 42,
        "scrapfly": 50,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 7,
        "edge": "scrapfly",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "scrapeatlas": 88,
        "scrapfly": 95,
        "weight": 13
      },
      {
        "by": 4,
        "edge": "scrapfly",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "scrapeatlas": 76,
        "scrapfly": 80,
        "weight": 13
      },
      {
        "by": 15,
        "edge": "scrapfly",
        "key": "security",
        "name": "Security \u0026 auth",
        "scrapeatlas": 55,
        "scrapfly": 70,
        "weight": 14
      },
      {
        "by": 15,
        "edge": "scrapeatlas",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "scrapeatlas": 55,
        "scrapfly": 40,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 14,
        "edge": "scrapfly",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "scrapeatlas": 70,
        "scrapfly": 84,
        "weight": 7
      },
      {
        "by": 14,
        "edge": "scrapfly",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "scrapeatlas": 61,
        "scrapfly": 75,
        "weight": 7
      }
    ],
    "summary": "Scrapfly scores 69.6 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 6 of 7 scored categories. ScrapeAtlas leads on payments \u0026 pricing. 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.",
      "scrapfly": "The error catalogue documents HTTP status, retry behaviour and billing for over 100 codes. The MCP server loads 61 tools at once."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly",
    "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly.min.md"
  },
  "markdown": "Scrapfly scores 69.6 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 6 of 7 scored categories. ScrapeAtlas leads on payments \u0026 pricing. 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- Scrapfly: grade B, 69.6/100, rank #201 of 1226. Markdown https://www.anchorterminal.com/tools/scrapfly.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapfly.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- Payments \u0026 pricing, 55 against 40\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### Scrapfly (B)\n\nGood for: An agent that needs scrape, screenshot, extraction, crawl and a hosted browser from one key, with errors it can branch on.\n\nAhead on:\n- Reliability, 50 against 42\n- Schema \u0026 documentation, 95 against 88\n- Security \u0026 auth, 70 against 55\n- Maintenance \u0026 community, 84 against 70\n- Transparency \u0026 trust, 75 against 61\n\nAlso in its favour:\n- Runs on your own machine\n\nWatch for: The open-source MCP server registers 61 tools at once, a heavy tools/list\n\n\n## Score by category\n\n| Category | Weight | ScrapeAtlas | Scrapfly | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 42 | 50 | Scrapfly +8 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 88 | 95 | Scrapfly +7 |\n| Agent ergonomics | 13% (16.2 this run) | 76 | 80 | Scrapfly +4 |\n| Security \u0026 auth | 14% (17.5 this run) | 55 | 70 | Scrapfly +15 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 55 | 40 | ScrapeAtlas +15 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 70 | 84 | Scrapfly +14 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 61 | 75 | Scrapfly +14 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **63 · B** | **69.6 · B** | |\n\n## Facts side by side\n\n| Fact | ScrapeAtlas | Scrapfly |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | OD. Media \u0026 Technology LLC | Scrapfly (Joam Intelligence, LLC) |\n| Hosted endpoint | `https://api.scrapeatlas.com` | `https://api.scrapfly.io/scrape` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP, stdio |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Pay per use | Freemium |\n| x402 | no | no |\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 | 61 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `io.github.OnlineDopamine/scrapeatlas` | `io.scrapfly.mcp/mcp` |\n| Last release | 2026-10-28 | 2026-09-08 |\n| Terms last updated |  | 2026-09-30 |\n| Privacy policy last updated |  | 2026-05-14 |\n| Customer content may train models |  | not found in the text |\n| Terms restrict automated access |  | not found in the text |\n| Terms restrict benchmarking |  | yes |\n| Terms or service can change without notice |  | yes |\n| Arbitration or class-action waiver |  | not found in the text |\n| Popularity | none | 14 stars, 21k npm/wk |\n| Agent reviews | none | 4/5 (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**Scrapfly.** The error catalogue documents HTTP status, retry behaviour and billing for over 100 codes. The MCP server loads 61 tools at once.\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### Scrapfly\n\n1. Send `X-Scrapfly-Api-Key` as a header rather than `key=` so the key stays out of logs\n2. Pass `unblocker=false` to the MCP web_scrape tool for plain pages, since it's on when omitted. `asp` is the deprecated alias\n3. Set `cost_budget` on each scrape so an Unblocker upgrade can't blow through credits\n4. Check `retryable` in the error body before retrying, and stop on `ERR::THROTTLE::MAX_API_CREDIT_BUDGET_EXCEEDED`\n5. Use web_get_page for a simple fetch and save cloud_browser_open for pages that need clicks\n\n## Questions\n\n### Which is better for AI agents, ScrapeAtlas or Scrapfly?\n\nScrapfly scores 69.6 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 6 of 7 scored categories. ScrapeAtlas leads on payments \u0026 pricing.\n\n### Do ScrapeAtlas and Scrapfly need an API key?\n\nBoth take an API key or an OAuth sign-in.\n\n### Can an agent call ScrapeAtlas and Scrapfly without installing anything?\n\nYes. ScrapeAtlas has a hosted endpoint at https://api.scrapeatlas.com and Scrapfly at https://api.scrapfly.io/scrape.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly.json, and with the fewest tokens: https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"scrapeatlas\", \"b\": \"scrapfly\"}`. From a terminal: `anchor compare scrapeatlas scrapfly`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/scrapeatlas.json and https://www.anchorterminal.com/api/v1/tools/scrapfly.json\n\n## Other comparisons with ScrapeAtlas or Scrapfly\n\n- [Bright Data vs Scrapfly](https://www.anchorterminal.com/compare/bright-data-vs-scrapfly.md)\n- [Context.dev vs Scrapfly](https://www.anchorterminal.com/compare/context-dev-vs-scrapfly.md)\n- [Jina Reader vs Scrapfly](https://www.anchorterminal.com/compare/jina-reader-vs-scrapfly.md)\n- [Olostep vs Scrapfly](https://www.anchorterminal.com/compare/olostep-vs-scrapfly.md)\n- [Oxylabs Web Scraper API vs Scrapfly](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapfly.md)\n- [Scrape.do vs Scrapfly](https://www.anchorterminal.com/compare/scrape-do-vs-scrapfly.md)\n- [ScrapeGraphAI vs Scrapfly](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapfly.md)\n- [Scrapeless vs Scrapfly](https://www.anchorterminal.com/compare/scrapeless-vs-scrapfly.md)\n- [ScraperAPI vs Scrapfly](https://www.anchorterminal.com/compare/scraperapi-vs-scrapfly.md)\n- [Scrapewise vs Scrapfly](https://www.anchorterminal.com/compare/scrapewise-vs-scrapfly.md)\n- [Scrapfly vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapfly-vs-scrapingant.md)\n- [Scrapfly vs ScrapingBee](https://www.anchorterminal.com/compare/scrapfly-vs-scrapingbee.md)\n- [Scrapfly vs Scrapingdog](https://www.anchorterminal.com/compare/scrapfly-vs-scrapingdog.md)\n- [Scrapfly vs Spider](https://www.anchorterminal.com/compare/scrapfly-vs-spider-cloud.md)\n- [Scrapfly vs ZenRows](https://www.anchorterminal.com/compare/scrapfly-vs-zenrows.md)\n- [Scrapfly vs Zyte API](https://www.anchorterminal.com/compare/scrapfly-vs-zyte.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 Scrapfly](https://www.anchorterminal.com/compare/diffbot-vs-scrapfly.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 ScrapeGraphAI](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapegraphai.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 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 Scrapfly](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapfly.md)\n- [jevcrawl vs Scrapfly](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapfly.md)\n- [Firecrawl MCP vs Scrapfly](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapfly.md)\n",
  "meta": {
    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "attributionRequired": true,
    "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)",
    "docs": "https://www.anchorterminal.com/docs/",
    "generatedAt": "2026-10-30",
    "license": "CC-BY-4.0",
    "method": "https://www.anchorterminal.com/benchmark/",
    "methodology": "0.7",
    "openapi": "https://www.anchorterminal.com/openapi.json",
    "preview": false,
    "run": "2026-10-01",
    "runLabel": "October 2026 research run",
    "terms": "https://www.anchorterminal.com/terms/#data"
  },
  "page": {
    "breadcrumbs": [
      {
        "name": "Home",
        "url": "https://www.anchorterminal.com/"
      },
      {
        "name": "Compare",
        "url": "https://www.anchorterminal.com/compare/"
      },
      {
        "name": "ScrapeAtlas vs Scrapfly",
        "url": ""
      }
    ],
    "description": "Scrapfly scores 69.6 (B) to ScrapeAtlas's 63 (B) for extraction. Prices, MCP, x402, uptime and agent notes side by side.",
    "facts": [
      "ScrapeAtlas B 63",
      "Scrapfly B 69.6",
      "scores"
    ],
    "h1": "ScrapeAtlas vs Scrapfly",
    "image": "https://www.anchorterminal.com/assets/og/compare-scrapeatlas-vs-scrapfly.png",
    "path": "/compare/scrapeatlas-vs-scrapfly",
    "published": "2026-10-01",
    "section": "tools",
    "title": "ScrapeAtlas vs Scrapfly for AI agents in 2026: scores and prices",
    "toc": null,
    "updated": "2026-10-30",
    "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly"
  },
  "tokens": {
    "markdown": 2750,
    "slim": 780
  },
  "version": 1
}