{
  "data": {
    "a": {
      "slug": "apify-mcp",
      "name": "Apify MCP Server",
      "vendor": "Apify",
      "vendorUrl": "https://apify.com",
      "kind": "mcp",
      "category": "web-scrapers",
      "summary": "Exposes thousands of Apify Store Actors (scrapers, crawlers, automations) as dynamically discovered MCP tools, hosted at mcp.apify.com or run locally; supports OAuth, API tokens and agentic payments (x402 prepaid tokens, Skyfire).",
      "url": "https://www.anchorterminal.com/tools/apify-mcp",
      "markdownUrl": "https://www.anchorterminal.com/tools/apify-mcp.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/apify-mcp.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/apify-mcp.json",
      "repo": "https://github.com/apify/apify-mcp-server",
      "license": "MIT",
      "transports": [
        "stdio",
        "streamable-http"
      ],
      "remoteUrl": "https://mcp.apify.com",
      "packages": [
        {
          "registry": "npm",
          "name": "@apify/actors-mcp-server"
        }
      ],
      "auth": "mixed",
      "authNotes": "OAuth on mcp.apify.com, or an Apify API token as `Authorization: Bearer`. Tokens can be scoped to account or per-resource permissions, given an expiry date and rotated with a 24-hour overlap. The Apify API also accepts the token as a `token` query parameter. Without a token, an agent can pay with AGI prepaid tokens (bought over x402 or MPP), direct x402 (`?payment=x402`, Pay Per Event Actors only) or Skyfire PAY tokens. `?tools=` selects categories or single tools.",
      "pricing": "freemium",
      "pricingNotes": "MCP server itself is free; Actor runs are billed on Apify plans: Free $0 with $5/month usage credit ($0.20 per compute unit), Starter $19/mo, Scale $199/mo ($0.16/CU), Business $999/mo ($0.13/CU), 10% off annual (https://apify.com/pricing).",
      "priceSummary": "$1 / call",
      "where": "both",
      "x402": {
        "level": "yes",
        "evidence": "AGI (agi.apify.com) sells a prepaid, spend-capped Apify token over x402 or MPP, minimum $1, usable as `Authorization: Bearer` against mcp.apify.com and api.apify.com for any Actor. Direct x402 on `mcp.apify.com?payment=x402` signs a $1.00 USDC prepayment on Base, covers Pay Per Event Actors only (not Standby), and refunds unused balance after 60 minutes of inactivity (https://github.com/apify/apify-mcp-server#-agentic-payments; https://apify.com/pricing, checked 2026-10-01).",
        "endpoints": [
          {
            "url": "https://agi.apify.com/protocols/x402/prepaid-tokens?amount=1\u0026currency=usd",
            "priceUsd": 1,
            "network": "eip155:8453"
          },
          {
            "url": "https://mcp.apify.com?payment=x402",
            "priceUsd": 1,
            "network": "eip155:8453"
          }
        ]
      },
      "toolCount": 35,
      "popularity": {
        "githubStars": 8600,
        "npmWeekly": 15257,
        "pypiWeekly": null,
        "asOf": "2026-09-26"
      },
      "docsUrl": "https://github.com/apify/apify-mcp-server#readme",
      "registryName": "com.apify/apify-mcp-server",
      "capabilities": [
        "scraping.actors",
        "web.crawl"
      ],
      "tags": [
        "official",
        "hosted",
        "local",
        "open-source",
        "x402",
        "aggregator"
      ],
      "lastRelease": "2026-09-30",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 78.6,
        "grade": "A",
        "agentReady": true,
        "rank": 11,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 1,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 92,
          "maintenance": 95,
          "payments": 95,
          "reliability": 65,
          "schema": 92,
          "security": 62,
          "transparency": 88
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": -3,
        "negativeNotes": [
          "-3: v0.16.0 on 2026-09-17 renamed get-actor-log to get-actor-run-log with no deprecation period, and the old name is now ignored without an error. It was flagged as breaking in the changelog on release day, so the lowest deduction (https://github.com/apify/apify-mcp-server/blob/master/CHANGELOG.md)."
        ],
        "verdict": "x402 on Apify's own domains, a prepaid token from agi.apify.com for any Actor and per-run payment on mcp.apify.com for Pay Per Event Actors. API and Actor runs timed out for about 12 hours on 21 and 22 July 2026.",
        "strengths": [
          "x402 on Apify's own domains, a prepaid token from agi.apify.com for any Actor and per-run payment on mcp.apify.com for Pay Per Event Actors",
          "12 tools by default out of 35, `?tools=` to pick categories, and readOnly, destructive and idempotent hints on every tool",
          "Scoped API tokens with expiry and a 24-hour rotation overlap, plus OAuth on the hosted server",
          "18 releases between 21 July and 30 September 2026, with breaking changes flagged in the changelog",
          "Free plan with $5 of monthly usage and no card"
        ],
        "weaknesses": [
          "API and Actor runs timed out for about 12 hours on 21 and 22 July 2026",
          "No prompt-injection guidance for scraped content or third-party Actor READMEs",
          "Telemetry and Sentry on by default",
          "Direct x402 and Skyfire cover Pay Per Event Actors only, not Standby Actors",
          "No SLA published for any self-serve plan"
        ],
        "agentNotes": [
          "Call fetch-actor-details before call-actor to get the input schema and the price",
          "Use apify--web-fetch for one known URL and apify--rag-web-browser for search and read",
          "Read results with get-dataset-items and set `fields` and `limit`. The default is 20 rows",
          "Buy an AGI token for anything that isn't a Pay Per Event Actor. Direct `?payment=x402` refuses the rest",
          "Ask for `get-actor-run-log`, not `get-actor-log`. The old name is ignored without an error"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 8,
        "avgRating": 3.4,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "A",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 78.6
          }
        ],
        "editorialScores": {
          "ergonomics": 92,
          "maintenance": 95,
          "payments": 95,
          "reliability": 65,
          "schema": 92,
          "security": 62,
          "transparency": 75
        },
        "provenanceScore": 100
      },
      "connect": {
        "claudeCode": "claude mcp add --transport http apify https://mcp.apify.com --header \"Authorization: Bearer ${APIFY_TOKEN}\"",
        "config": {
          "mcpServers": {
            "apify": {
              "headers": {
                "Authorization": "Bearer ${APIFY_TOKEN}"
              },
              "url": "https://mcp.apify.com"
            }
          }
        },
        "x402": "curl -s -i -X POST 'https://agi.apify.com/protocols/x402/prepaid-tokens?amount=1\u0026currency=usd'\n# 402 -\u003e pay with PAYMENT-SIGNATURE (USDC, eip155:8453) -\u003e token in response\n# then: Authorization: Bearer \u003cprepaid token\u003e against https://mcp.apify.com"
      },
      "letme": {
        "capability": "https://letme.dev/scraping.actors",
        "tool": "https://letme.dev/apify-mcp"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Compute unit, pay as you go",
          "unit": "compute-unit",
          "usd": 0.2
        }
      ],
      "provenance": {
        "legalEntity": "Apify Technologies s.r.o.",
        "domain": "apify.com",
        "domainRegistered": "2009-06-02",
        "endpointOnVendorDomain": true,
        "terms": "https://docs.apify.com/legal/general-terms-and-conditions",
        "privacy": "https://docs.apify.com/legal/privacy-policy",
        "statusPage": "https://status.apify.com",
        "changelog": "https://github.com/apify/apify-mcp-server/releases",
        "securityTxt": "valid",
        "checked": "2026-10-01",
        "score": 100
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/apify-mcp.json",
      "live": {
        "slug": "apify-mcp",
        "probe": {
          "target": "https://mcp.apify.com",
          "method": "mcp-initialize",
          "lastAt": "2026-10-05T00:57:15.713768334Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 256,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 99.9,
          "p50ms24h": 256,
          "p95ms24h": 315,
          "samples24h": 272,
          "samples30d": 2067,
          "days": [
            {
              "date": "2026-09-27",
              "probes": 132,
              "ok": 132
            },
            {
              "date": "2026-09-28",
              "probes": 285,
              "ok": 284
            },
            {
              "date": "2026-09-29",
              "probes": 286,
              "ok": 286
            },
            {
              "date": "2026-09-30",
              "probes": 286,
              "ok": 286
            },
            {
              "date": "2026-10-01",
              "probes": 276,
              "ok": 276
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 247
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 11,
              "ok": 11
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.apify.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-05T00:53:42.917056596Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "apify/actors-mcp-server",
            "version": "v0.17.1",
            "released": "2026-09-30",
            "seenAt": "2026-10-01T13:17:39.020905395Z"
          },
          {
            "registry": "github",
            "name": "apify/apify-mcp-server",
            "version": "v0.17.1",
            "released": "2026-09-30",
            "seenAt": "2026-10-04T16:20:38.328591493Z"
          },
          {
            "registry": "mcp-registry",
            "name": "com.apify/apify-mcp-server",
            "version": "0.17.1",
            "seenAt": "2026-10-04T23:42:40.113054682Z"
          },
          {
            "registry": "npm",
            "name": "@apify/actors-mcp-server",
            "version": "0.17.1",
            "seenAt": "2026-10-04T16:20:37.506823059Z"
          }
        ],
        "githubStars": 9581,
        "npmWeekly": 29490,
        "securityTxt": {
          "url": "https://apify.com/.well-known/security.txt",
          "state": "valid",
          "expires": "2035-01-01T00:00:00.000Z",
          "checkedAt": "2026-10-04T15:16:02.090332654Z"
        },
        "domain": {
          "domain": "apify.com",
          "registered": "2009-06-02",
          "source": "https://rdap.verisign.com/com/v1/domain/apify.com",
          "checkedAt": "2026-10-04T13:08:53.704775538Z"
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/apify/apify-mcp-server/master/CHANGELOG.md",
            "kind": "deprecations",
            "status": 304,
            "checkedAt": "2026-10-04T15:47:27.270582075Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "db81e3a831d2"
          },
          {
            "url": "https://apify.com/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-04T15:41:13.429473827Z",
            "changedAt": "2026-10-04T15:41:13.429473827Z",
            "fingerprint": "afc8fbe80222"
          },
          {
            "url": "https://docs.apify.com/legal/privacy-policy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-04T15:43:12.033940291Z",
            "changedAt": "2026-10-03T15:31:21.810791643Z",
            "fingerprint": "9c93506c6ab7"
          },
          {
            "url": "https://docs.apify.com/legal/general-terms-and-conditions",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-04T15:43:09.82487995Z",
            "changedAt": "2026-10-03T15:31:19.543950962Z",
            "fingerprint": "ba43983c7610"
          }
        ],
        "mcpTools": {
          "url": "https://mcp.apify.com",
          "checkedAt": "2026-10-04T22:19:23.93460184Z",
          "status": "auth",
          "note": "asks for credentials before listing its tools",
          "changedAt": "2026-09-28T21:55:37.935476956Z"
        },
        "updatedAt": "2026-10-05T00:57:15.713768334Z"
      }
    },
    "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": 69.8,
        "grade": "B",
        "agentReady": false,
        "rank": 107,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 5,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 80,
          "maintenance": 84,
          "payments": 40,
          "reliability": 50,
          "schema": 95,
          "security": 70,
          "transparency": 77
        },
        "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.",
        "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": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 69.8
          }
        ],
        "editorialScores": {
          "ergonomics": 80,
          "maintenance": 84,
          "payments": 40,
          "reliability": 50,
          "schema": 95,
          "security": 70,
          "transparency": 58
        },
        "provenanceScore": 96
      },
      "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": 96
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapfly.json",
      "live": {
        "slug": "scrapfly",
        "probe": {
          "target": "https://api.scrapfly.io/scrape",
          "method": "get",
          "lastAt": "2026-10-05T00:57:27.841101961Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 445,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 441,
          "p95ms24h": 481,
          "samples24h": 272,
          "samples30d": 1113,
          "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": 11,
              "ok": 11
            }
          ]
        },
        "vendorStatus": {
          "page": "https://scrapfly.io/status",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-04T21:40:28.432759406Z"
        },
        "versions": [
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            "registry": "mcp-registry",
            "name": "io.scrapfly.mcp/mcp",
            "version": "1.0.0",
            "seenAt": "2026-10-04T23:42:40.113054682Z"
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          {
            "registry": "npm",
            "name": "scrapfly-mcp",
            "version": "1.3.4",
            "seenAt": "2026-10-04T16:39:16.388360785Z"
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          {
            "registry": "npm",
            "name": "scrapfly-sdk",
            "version": "0.12.0",
            "seenAt": "2026-10-04T16:39:15.601373792Z"
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            "name": "scrapfly-sdk",
            "version": "0.12.0",
            "released": "2026-09-08",
            "seenAt": "2026-10-04T16:39:15.414338042Z"
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        "githubStars": 14,
        "npmWeekly": 20536,
        "pypiWeekly": 57312,
        "securityTxt": {
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          "state": "valid",
          "expires": "2027-04-02T15:15:40Z",
          "checkedAt": "2026-10-04T15:15:39.755631026Z"
        },
        "llmsTxt": {
          "url": "https://scrapfly.io/docs/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:18:13.57015644Z"
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        "domain": {
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          "checkedAt": "2026-10-04T13:08:19.054714067Z"
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        "pages": [
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            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-04T15:47:32.723703203Z",
            "changedAt": "2026-10-03T15:35:32.310065403Z",
            "fingerprint": "d4ec33117264"
          },
          {
            "url": "https://scrapfly.io/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-04T15:47:35.49209853Z",
            "changedAt": "2026-10-03T15:35:35.046049372Z",
            "fingerprint": "f25420398c41"
          },
          {
            "url": "https://scrapfly.io/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-04T15:47:36.870285473Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "39d17934c8b2"
          },
          {
            "url": "https://scrapfly.io/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-04T15:47:39.557905673Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "e6284dfb7667"
          }
        ],
        "updatedAt": "2026-10-05T00:57:27.841101961Z"
      }
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    "summary": "Apify MCP Server has a score of 78.6 (A) against Scrapfly's 69.8 (B). Both do crawling. The largest gap is payments \u0026 pricing, 55 points. Apify MCP Server accepts x402. Scrapfly doesn't."
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  "markdown": "Apify MCP Server has a score of 78.6 (A) against Scrapfly's 69.8 (B). Both do crawling. The largest gap is payments \u0026 pricing, 55 points. Apify MCP Server accepts x402. Scrapfly doesn't.\n\n- Apify MCP Server: grade A, 78.6/100, rank #11 of 452. Markdown https://www.anchorterminal.com/tools/apify-mcp.md · JSON https://www.anchorterminal.com/api/v1/tools/apify-mcp.json\n- Scrapfly: grade B, 69.8/100, rank #107 of 452. Markdown https://www.anchorterminal.com/tools/scrapfly.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapfly.json\n\n## Which one, for what\n\nPick Apify MCP Server for reliability (+15), agent ergonomics (+12), payments \u0026 pricing (+55), maintenance \u0026 community (+11), transparency \u0026 trust (+11).\n\nPick Scrapfly for security \u0026 auth (+8).\n\n## Score by category\n\n| Category | Weight | Apify MCP Server | Scrapfly | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 65 | 50 | Apify MCP Server +15 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 92 | 95 | Scrapfly +3 |\n| Agent ergonomics | 13% (16.2 this run) | 92 | 80 | Apify MCP Server +12 |\n| Security \u0026 auth | 14% (17.5 this run) | 62 | 70 | Scrapfly +8 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 95 | 40 | Apify MCP Server +55 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 95 | 84 | Apify MCP Server +11 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 88 | 77 | Apify MCP Server +11 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **78.6 · A** | **69.8 · B** | |\n\n## Facts side by side\n\n| Fact | Apify MCP Server | Scrapfly |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | Apify | Scrapfly (Joam Intelligence, LLC) |\n| Hosted endpoint | `https://mcp.apify.com` | `https://api.scrapfly.io/scrape` |\n| Transports | stdio, Streamable HTTP | HTTP, Streamable HTTP, stdio |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| x402 | yes, from $1/call | no |\n| Licence | MIT | none |\n| Tools exposed | 35 | 61 |\n| Context cost (tools/list) | n/a | n/a |\n| p95 latency | not measured yet | not measured yet |\n| Availability (30d) | not measured yet | not measured yet |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| MCP registry | `com.apify/apify-mcp-server` | `io.scrapfly.mcp/mcp` |\n| Last release | 2026-09-30 | 2026-09-08 |\n| Popularity | 8.6k stars, 15k npm/wk | 14 stars, 21k npm/wk |\n| Agent reviews | 3.4/5 (8) | 4/5 (2) |\n\n## Verdicts\n\n**Apify MCP Server.** x402 on Apify's own domains, a prepaid token from agi.apify.com for any Actor and per-run payment on mcp.apify.com for Pay Per Event Actors. API and Actor runs timed out for about 12 hours on 21 and 22 July 2026.\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### Apify MCP Server\n\n1. Call fetch-actor-details before call-actor to get the input schema and the price\n2. Use apify--web-fetch for one known URL and apify--rag-web-browser for search and read\n3. Read results with get-dataset-items and set `fields` and `limit`. The default is 20 rows\n4. Buy an AGI token for anything that isn't a Pay Per Event Actor. Direct `?payment=x402` refuses the rest\n5. Ask for `get-actor-run-log`, not `get-actor-log`. The old name is ignored without an error\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## Other comparisons with Apify MCP Server or Scrapfly\n\n- [Bright Data vs Scrapfly](https://www.anchorterminal.com/compare/bright-data-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- [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- [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- [Firecrawl MCP vs Scrapfly](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapfly.md)\n- [Apify MCP Server vs Bright Data](https://www.anchorterminal.com/compare/apify-mcp-vs-bright-data.md)\n- [Apify MCP Server vs Firecrawl MCP](https://www.anchorterminal.com/compare/apify-mcp-vs-firecrawl-mcp.md)\n- [Apify MCP Server vs Olostep](https://www.anchorterminal.com/compare/apify-mcp-vs-olostep.md)\n- [Apify MCP Server vs ScrapeGraphAI](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapegraphai.md)\n- [Apify MCP Server vs Scrapeless](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapeless.md)\n- [Apify MCP Server vs Spider](https://www.anchorterminal.com/compare/apify-mcp-vs-spider-cloud.md)\n",
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    "description": "Apify MCP Server has a score of 78.6 (A) against Scrapfly's 69.8 (B). Both do crawling. The largest gap is payments \u0026 pricing, 55 points. Apify MCP Server accepts x402. Scrapfly doesn't. Category scores, facts, verdicts and agent notes side by side.",
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    "title": "Apify MCP Server vs Scrapfly for AI agents, A 78.6 vs B 69.8",
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