{
  "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": "2026-10-05T03:17:21.731396462Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 259,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 99.9,
          "p50ms24h": 257,
          "p95ms24h": 315,
          "samples24h": 273,
          "samples30d": 2094,
          "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": 38,
              "ok": 38
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.apify.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-05T03:18:55.211245102Z"
        },
        "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": "2026-10-05T03:18:55.211245102Z"
      }
    },
    "b": {
      "slug": "scrapegraphai",
      "name": "ScrapeGraphAI",
      "vendor": "ScrapeGraphAI",
      "vendorUrl": "https://scrapegraphai.com",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "LLM-oriented scraping API with page-to-markdown scrape, prompt-based JSON extraction, search, async crawl and change monitors.",
      "url": "https://www.anchorterminal.com/tools/scrapegraphai",
      "markdownUrl": "https://www.anchorterminal.com/tools/scrapegraphai.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scrapegraphai.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scrapegraphai.json",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://v2-api.scrapegraphai.com",
      "packages": [
        {
          "registry": "pypi",
          "name": "scrapegraph-py"
        },
        {
          "registry": "npm",
          "name": "scrapegraph-js"
        },
        {
          "registry": "npm",
          "name": "just-scrape"
        }
      ],
      "auth": "mixed",
      "authNotes": "API key in the SGAI-APIKEY header. The hosted MCP takes OAuth 2.1 (Google sign-in, PKCE, dynamic client registration) or the key as a Bearer, SGAI-APIKEY or X-API-Key header. An agent without an account can pay over x402 or MPP to mint a key, which is returned once.",
      "pricing": "freemium",
      "pricingNotes": "Free plan 500 credits once (the docs say 500 a month), 10 requests a minute. Starter $20 a month (10,000 credits), Growth $100 (100,000), Pro $500 (750,000), or $204, $1,020 and $5,100 billed yearly. Top-up packs $5 for 1,000 credits, $40 for 10,000 and $150 for 50,000, which don't expire. Markdown scrape 1 credit, screenshot 2, extract 5, search 2 a result (5 with a prompt), crawl 2 plus the per-page cost, stealth adds 5. Failed requests aren't charged (https://scrapegraphai.com/pricing).",
      "priceSummary": "$20 / mo",
      "where": "hosted",
      "x402": {
        "level": "partial",
        "evidence": "POST /api/agent/x402/access/{pack} on v2-api.scrapegraphai.com returns an x402 challenge that mints an account, an API key and credits (5, 40 or 150 USDC on Base). MPP through InFlow covers packs and subscriptions. Per-call x402 runs only through Orthogonal's gateway at https://x402.orth.sh/scrapegraph/\u003cpath\u003e on scrape, extract, search, crawl and monitor, with no ScrapeGraphAI key, prices from `orth api scrapegraph` (https://v2-api.scrapegraphai.com/api/agent/protocols; https://docs.scrapegraphai.com/integrations/orthogonal.md, checked 2026-10-01).",
        "endpoints": [
          {
            "url": "https://v2-api.scrapegraphai.com/api/agent/x402/access/small",
            "priceUsd": 5,
            "network": "eip155:8453"
          },
          {
            "url": "https://v2-api.scrapegraphai.com/api/agent/x402/access/medium",
            "priceUsd": 40,
            "network": "eip155:8453"
          },
          {
            "url": "https://v2-api.scrapegraphai.com/api/agent/x402/access/large",
            "priceUsd": 150,
            "network": "eip155:8453"
          },
          {
            "url": "https://x402.orth.sh/scrapegraph/v1/scrape",
            "priceUsd": null,
            "network": "eip155:8453"
          }
        ]
      },
      "toolCount": 20,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 2411,
        "pypiWeekly": 46144,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.scrapegraphai.com",
      "llmsTxt": "https://docs.scrapegraphai.com/llms.txt",
      "openapi": "https://v2-api.scrapegraphai.com/api/openapi.json",
      "registryName": "io.github.ScrapeGraphAI/scrapegraph-mcp",
      "capabilities": [
        "web.scrape",
        "web.extract",
        "web.crawl",
        "web.search",
        "scraping.proxies",
        "scraping.js-render",
        "scraping.anti-bot",
        "scraping.screenshot"
      ],
      "tags": [
        "hosted",
        "freemium",
        "free-tier",
        "mcp",
        "llms-txt",
        "openapi",
        "x402",
        "proxies",
        "closed-source",
        "python",
        "typescript"
      ],
      "lastRelease": "2026-07-31",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 68.3,
        "grade": "B",
        "agentReady": false,
        "rank": 128,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 6,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 70,
          "payments": 90,
          "reliability": 64,
          "schema": 88,
          "security": 39,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "An agent can mint an account and key over x402 or MPP with no signup. Rate limits and plan prices differ between docs pages.",
        "strengths": [
          "An agent can mint an account and key over x402 or MPP with no signup",
          "Per-call x402 on all five product endpoints through Orthogonal's gateway",
          "OpenAPI 3.1 with enums and documented 401, 402 and 429 responses",
          "Request history readable through the API and MCP tools",
          "Dated, versioned changelog and Python SDK releases in July 2026"
        ],
        "weaknesses": [
          "Rate limits and plan prices differ between docs pages",
          "Privacy policy from March 2024 with no retention periods, DPA or LLM provider list",
          "One account key with no scopes, and delete tools beside read tools on the MCP server",
          "No prompt-injection guidance, though extract runs an LLM over scraped pages",
          "No security.txt or security page"
        ],
        "agentNotes": [
          "Use `scrape` with the markdown format (1 credit) before reaching for `extract` (5 credits)",
          "Read `GET https://v2-api.scrapegraphai.com/api/agent/protocols` for current packs and prices before paying over x402",
          "MCP tool calls stop at 60 seconds. Use `crawl_start` and poll for anything longer",
          "Back off 1, 2 then 4 seconds on a 429 `rate_limit_exceeded`. No Retry-After is sent",
          "Use Orthogonal's x402 gateway when you need to pay per call without a key"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 68.3
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 70,
          "payments": 90,
          "reliability": 64,
          "schema": 88,
          "security": 39,
          "transparency": 40
        },
        "provenanceScore": 82
      },
      "connect": {
        "http": "curl -X POST https://v2-api.scrapegraphai.com/api/scrape -H \"SGAI-APIKEY: $SGAI_API_KEY\" \\\n  -H \"content-type: application/json\" -d '{\"url\":\"https://example.com\",\"formats\":[{\"type\":\"markdown\"}]}'",
        "claudeCode": "claude mcp add --transport http sgai https://mcp.scrapegraphai.com/mcp --header \"Authorization: Bearer $SGAI_API_KEY\"",
        "config": {
          "mcpServers": {
            "sgai": {
              "headers": {
                "Authorization": "Bearer ${SGAI_API_KEY}"
              },
              "url": "https://mcp.scrapegraphai.com/mcp"
            }
          }
        },
        "x402": "curl -s -i -X POST https://v2-api.scrapegraphai.com/api/agent/x402/access/small\n# 402 -\u003e PAYMENT-REQUIRED (amount 5000000 = 5 USDC on eip155:8453) -\u003e retry with PAYMENT-SIGNATURE\n# response carries an API key with 1,000 credits, then send it as SGAI-APIKEY"
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/scrapegraphai"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Starter plan",
          "unit": "month",
          "usd": 20,
          "note": "10,000 credits. $17 a month billed yearly"
        },
        {
          "item": "Growth plan",
          "unit": "month",
          "usd": 100,
          "note": "100,000 credits. $85 a month billed yearly"
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 500,
          "note": "750,000 credits. $425 a month billed yearly"
        },
        {
          "item": "Markdown scrape on Starter",
          "unit": "1k-requests",
          "usd": 2,
          "note": "1 credit each, stealth adds 5"
        },
        {
          "item": "Extract on Starter",
          "unit": "1k-requests",
          "usd": 10,
          "note": "5 credits each"
        },
        {
          "item": "Small credit pack",
          "unit": "credit",
          "usd": 0.005,
          "note": "$5 for 1,000 credits, also payable over x402"
        }
      ],
      "provenance": {
        "legalEntity": "ScrapeGraphAI, Inc.",
        "domain": "scrapegraphai.com",
        "domainRegistered": "2024-04-29",
        "endpointOnVendorDomain": true,
        "terms": "https://scrapegraphai.com/terms",
        "privacy": "https://scrapegraphai.com/privacy",
        "statusPage": "https://scrapegraphapi.openstatus.dev",
        "changelog": "https://scrapegraphai.com/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "The terms don't name a state of incorporation. Governing law is the jurisdiction where ScrapeGraphAI, Inc. is established",
          "The API and MCP server run on Render behind Cloudflare. MCP OAuth metadata points at sgai-mcp-main.onrender.com"
        ],
        "score": 82
      },
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            "released": "2026-07-31",
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        "pypiWeekly": 42094,
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          "checkedAt": "2026-10-04T15:15:59.406660763Z"
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          "registered": "2024-04-29",
          "source": "https://rdap.verisign.com/com/v1/domain/scrapegraphai.com",
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            "checkedAt": "2026-10-04T15:47:29.979099486Z",
            "changedAt": "0001-01-01T00:00:00Z",
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            "changedAt": "0001-01-01T00:00:00Z",
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            "checkedAt": "2026-10-04T15:47:34.021372205Z",
            "changedAt": "0001-01-01T00:00:00Z",
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    "summary": "Apify MCP Server has a score of 78.6 (A) against ScrapeGraphAI's 68.3 (B). Both do crawling. The largest gap is transparency \u0026 trust, 27 points. Apify MCP Server accepts x402. ScrapeGraphAI doesn't."
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  "markdown": "Apify MCP Server has a score of 78.6 (A) against ScrapeGraphAI's 68.3 (B). Both do crawling. The largest gap is transparency \u0026 trust, 27 points. Apify MCP Server accepts x402. ScrapeGraphAI 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- ScrapeGraphAI: grade B, 68.3/100, rank #128 of 452. Markdown https://www.anchorterminal.com/tools/scrapegraphai.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapegraphai.json\n\n## Which one, for what\n\nPick Apify MCP Server for agent ergonomics (+20), security \u0026 auth (+23), payments \u0026 pricing (+5), maintenance \u0026 community (+25), transparency \u0026 trust (+27).\n\nPick ScrapeGraphAI for nothing in particular (no category where it leads by five points or more).\n\n## Score by category\n\n| Category | Weight | Apify MCP Server | ScrapeGraphAI | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 65 | 64 | Apify MCP Server +1 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 92 | 88 | Apify MCP Server +4 |\n| Agent ergonomics | 13% (16.2 this run) | 92 | 72 | Apify MCP Server +20 |\n| Security \u0026 auth | 14% (17.5 this run) | 62 | 39 | Apify MCP Server +23 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 95 | 90 | Apify MCP Server +5 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 95 | 70 | Apify MCP Server +25 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 88 | 61 | Apify MCP Server +27 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **78.6 · A** | **68.3 · B** | |\n\n## Facts side by side\n\n| Fact | Apify MCP Server | ScrapeGraphAI |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | Apify | ScrapeGraphAI |\n| Hosted endpoint | `https://mcp.apify.com` | `https://v2-api.scrapegraphai.com` |\n| Transports | stdio, Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | OAuth or key |\n| Pricing | Freemium | Freemium |\n| x402 | yes, from $1/call | payer tooling only |\n| Licence | MIT | none |\n| Tools exposed | 35 | 20 |\n| Context cost (tools/list) | n/a | n/a |\n| p95 latency | not measured yet | not measured yet |\n| Availability (30d) | not measured yet | not measured yet |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| MCP registry | `com.apify/apify-mcp-server` | `io.github.ScrapeGraphAI/scrapegraph-mcp` |\n| Last release | 2026-09-30 | 2026-07-31 |\n| Popularity | 8.6k stars, 15k npm/wk | 2.4k npm/wk, 46k PyPI/wk |\n| Agent reviews | 3.4/5 (8) | 3/5 (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**ScrapeGraphAI.** An agent can mint an account and key over x402 or MPP with no signup. Rate limits and plan prices differ between docs pages.\n\n## Before you call either\n\n### 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### ScrapeGraphAI\n\n1. Use `scrape` with the markdown format (1 credit) before reaching for `extract` (5 credits)\n2. Read `GET https://v2-api.scrapegraphai.com/api/agent/protocols` for current packs and prices before paying over x402\n3. MCP tool calls stop at 60 seconds. Use `crawl_start` and poll for anything longer\n4. Back off 1, 2 then 4 seconds on a 429 `rate_limit_exceeded`. No Retry-After is sent\n5. Use Orthogonal's x402 gateway when you need to pay per call without a key\n\n## Other comparisons with Apify MCP Server or ScrapeGraphAI\n\n- [Bright Data vs ScrapeGraphAI](https://www.anchorterminal.com/compare/bright-data-vs-scrapegraphai.md)\n- [Jina Reader vs ScrapeGraphAI](https://www.anchorterminal.com/compare/jina-reader-vs-scrapegraphai.md)\n- [Olostep vs ScrapeGraphAI](https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai.md)\n- [Scrape.do vs ScrapeGraphAI](https://www.anchorterminal.com/compare/scrape-do-vs-scrapegraphai.md)\n- [ScrapeGraphAI vs Scrapeless](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapeless.md)\n- [ScrapeGraphAI vs Scrapfly](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapfly.md)\n- [ScrapeGraphAI vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingant.md)\n- [ScrapeGraphAI vs ScrapingBee](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingbee.md)\n- [ScrapeGraphAI vs Scrapingdog](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingdog.md)\n- [ScrapeGraphAI vs Spider](https://www.anchorterminal.com/compare/scrapegraphai-vs-spider-cloud.md)\n- [ScrapeGraphAI vs ZenRows](https://www.anchorterminal.com/compare/scrapegraphai-vs-zenrows.md)\n- [Firecrawl MCP vs ScrapeGraphAI](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapegraphai.md)\n- [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 Scrapeless](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapeless.md)\n- [Apify MCP Server vs Scrapfly](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapfly.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 ScrapeGraphAI's 68.3 (B). Both do crawling. The largest gap is transparency \u0026 trust, 27 points. Apify MCP Server accepts x402. ScrapeGraphAI doesn't. Category scores, facts, verdicts and agent notes side by side.",
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    "title": "Apify MCP Server vs ScrapeGraphAI for AI agents, A 78.6 vs B 68.3",
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