{
  "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": "bright-data",
      "name": "Bright Data",
      "vendor": "Bright Data",
      "vendorUrl": "https://brightdata.com",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Web Unlocker, SERP API, a hosted Browser API and residential proxies, with an official MCP server wrapping them.",
      "url": "https://www.anchorterminal.com/tools/bright-data",
      "markdownUrl": "https://www.anchorterminal.com/tools/bright-data.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/bright-data.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/bright-data.json",
      "repo": "https://github.com/brightdata/brightdata-mcp",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.brightdata.com/request",
      "packages": [
        {
          "registry": "npm",
          "name": "@brightdata/mcp"
        }
      ],
      "auth": "mixed",
      "authNotes": "Bearer key for the API. Keys take a role (Admin, Finance, Ops, Limit or User) and an optional expiry. Proxy-style access uses Basic auth on port 44445. The hosted MCP takes the key as `?token=` in the URL by default, or OAuth 2.1 (PKCE S256, scope `mcp`) with an `Authorization: Bearer` header. MCP agent keys are listed separately in account settings and can be revoked.",
      "pricing": "freemium",
      "pricingNotes": "5,000 free requests a month including MCP, no card. Web Unlocker and SERP $1.50 per 1,000 successful requests, $1.30 on Scale ($499 a month). Browser API $8 a GB (https://brightdata.com/pricing).",
      "priceSummary": "$1.50 / 1k req",
      "where": "hosted",
      "x402": {
        "level": "no",
        "endpoints": []
      },
      "toolCount": 69,
      "popularity": {
        "githubStars": 2600,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-09-26"
      },
      "docsUrl": "https://docs.brightdata.com",
      "llmsTxt": "https://docs.brightdata.com/llms.txt",
      "registryName": "io.github.brightdata/brightdata-mcp",
      "capabilities": [
        "web.scrape",
        "web.search",
        "browser.hosted",
        "web.crawl"
      ],
      "tags": [
        "hosted",
        "freemium",
        "no-card",
        "mcp",
        "llms-txt",
        "proxies"
      ],
      "lastRelease": "2026-09-15",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 60.1,
        "grade": "C",
        "agentReady": false,
        "rank": 254,
        "ranked": true,
        "rankOf": 452,
        "categoryRank": 8,
        "methodology": "0.3",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 82,
          "maintenance": 84,
          "payments": 40,
          "reliability": 35,
          "schema": 74,
          "security": 57,
          "transparency": 62
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "Pay only for successful requests, $1.50 per 1,000 on Web Unlocker and SERP. No public status page or incident history.",
        "strengths": [
          "Pay only for successful requests, $1.50 per 1,000 on Web Unlocker and SERP",
          "5,000 free requests a month with no card",
          "Five tools by default out of 69, with groups for e-commerce, social, browser and more",
          "Role-based API keys with expiry, and OAuth 2.1 with PKCE on the hosted MCP",
          "ISO 27001, SOC 2 Type II and a private bug bounty"
        ],
        "weaknesses": [
          "No public status page or incident history",
          "The default hosted MCP URL carries the key as `?token=`",
          "No prompt-injection guidance for scraped content",
          "No retention periods, DPA or subprocessor list in the privacy policy",
          "MCP registry entry lags npm by two minor versions"
        ],
        "agentNotes": [
          "Connect with OAuth or keep the `?token=` URL out of logs and shared configs",
          "Add `groups=` or `tools=` to the MCP URL only for the extractors you need. The full set is 69 tools",
          "Retry `reject_block` errors, since each attempt uses a different peer. Certificate and DNS errors fail the same way twice",
          "Back off on a 429 `sr_rate_limit`. Bright Data throttles a target whose success rate drops",
          "Use the batch tools for up to 10 searches or scrapes in one call"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 4,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.3",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 60.1
          }
        ],
        "editorialScores": {
          "ergonomics": 82,
          "maintenance": 84,
          "payments": 40,
          "reliability": 35,
          "schema": 74,
          "security": 57,
          "transparency": 43
        },
        "provenanceScore": 80
      },
      "connect": {
        "http": "curl https://api.brightdata.com/request -H \"Authorization: Bearer $BRIGHTDATA_TOKEN\" \\\n  -H \"content-type: application/json\" -d '{\"zone\":\"web_unlocker1\",\"url\":\"https://example.com\",\"format\":\"raw\"}'",
        "claudeCode": "claude mcp add --transport http brightdata \"https://mcp.brightdata.com/mcp?token=$BRIGHTDATA_TOKEN\""
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/bright-data"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Web Unlocker",
          "unit": "1k-requests",
          "usd": 1.5,
          "note": "successful requests only"
        },
        {
          "item": "Web Unlocker on Scale",
          "unit": "1k-requests",
          "usd": 1.3,
          "note": "$499 a month plan"
        },
        {
          "item": "SERP API",
          "unit": "1k-requests",
          "usd": 1.5
        },
        {
          "item": "Browser API",
          "unit": "gb",
          "usd": 8
        }
      ],
      "provenance": {
        "legalEntity": "Bright Data Ltd.",
        "domain": "brightdata.com",
        "domainRegistered": "2002-05-26",
        "domainNote": "brightdata.com was registered in 2002, long before the rename from Luminati.",
        "endpointOnVendorDomain": true,
        "terms": "https://brightdata.com/license",
        "privacy": "https://brightdata.com/privacy",
        "statusPage": "",
        "changelog": "https://docs.brightdata.com/release-notes",
        "securityTxt": "none",
        "checked": "2026-09-26",
        "score": 80
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/bright-data.json",
      "live": {
        "slug": "bright-data",
        "probe": {
          "target": "https://api.brightdata.com/request",
          "method": "get",
          "lastAt": "2026-10-05T03:17:23.41712033Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 262,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 99.95,
          "p50ms24h": 258,
          "p95ms24h": 325,
          "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": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 38,
              "ok": 38
            }
          ]
        },
        "versions": [
          {
            "registry": "github",
            "name": "brightdata/brightdata-mcp",
            "version": "v2.11.3",
            "released": "2026-09-17",
            "seenAt": "2026-10-04T16:22:52.537939152Z"
          },
          {
            "registry": "mcp-registry",
            "name": "io.github.brightdata/brightdata-mcp",
            "version": "2.11.3",
            "seenAt": "2026-10-04T23:42:40.113054682Z"
          },
          {
            "registry": "npm",
            "name": "@brightdata/mcp",
            "version": "2.11.3",
            "seenAt": "2026-10-04T16:22:51.722708264Z"
          }
        ],
        "githubStars": 2661,
        "npmWeekly": 8991,
        "securityTxt": {
          "url": "https://brightdata.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-04T15:15:39.602326592Z"
        },
        "llmsTxt": {
          "url": "https://docs.brightdata.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-04T15:17:22.245226037Z"
        },
        "domain": {
          "domain": "brightdata.com",
          "registered": "2002-05-26",
          "source": "https://rdap.verisign.com/com/v1/domain/brightdata.com",
          "checkedAt": "2026-10-04T13:09:15.943445463Z"
        },
        "pages": [
          {
            "url": "https://docs.brightdata.com/release-notes",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-04T15:43:20.269297541Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "11e5a86f089a"
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            "url": "https://brightdata.com/license",
            "kind": "deprecations",
            "status": 200,
            "checkedAt": "2026-10-04T15:41:36.984639492Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "78531847b1c1"
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          {
            "url": "https://brightdata.com/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-04T15:41:39.453718378Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "ab42850cc3aa"
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            "url": "https://brightdata.com/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-04T15:41:41.298663499Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "54b985a0a80a"
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        "updatedAt": "2026-10-05T03:17:23.41712033Z"
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  "markdown": "Apify MCP Server has a score of 78.6 (A) against Bright Data's 60.1 (C). Both do crawling. The largest gap is payments \u0026 pricing, 55 points. Apify MCP Server accepts x402. Bright Data 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- Bright Data: grade C, 60.1/100, rank #254 of 452. Markdown https://www.anchorterminal.com/tools/bright-data.md · JSON https://www.anchorterminal.com/api/v1/tools/bright-data.json\n\n## Which one, for what\n\nPick Apify MCP Server for reliability (+30), schema \u0026 documentation (+18), agent ergonomics (+10), security \u0026 auth (+5), payments \u0026 pricing (+55), maintenance \u0026 community (+11), transparency \u0026 trust (+26).\n\nPick Bright Data 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 | Bright Data | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 65 | 35 | Apify MCP Server +30 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 92 | 74 | Apify MCP Server +18 |\n| Agent ergonomics | 13% (16.2 this run) | 92 | 82 | Apify MCP Server +10 |\n| Security \u0026 auth | 14% (17.5 this run) | 62 | 57 | Apify MCP Server +5 |\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 | 62 | Apify MCP Server +26 |\n| Negative events | ≤15 | -3 | 0 | |\n| **Total** | | **78.6 · A** | **60.1 · C** | |\n\n## Facts side by side\n\n| Fact | Apify MCP Server | Bright Data |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | Apify | Bright Data |\n| Hosted endpoint | `https://mcp.apify.com` | `https://api.brightdata.com/request` |\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 | no |\n| Licence | MIT | none |\n| Tools exposed | 35 | 69 |\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.brightdata/brightdata-mcp` |\n| Last release | 2026-09-30 | 2026-09-15 |\n| Popularity | 8.6k stars, 15k npm/wk | 2.6k stars |\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**Bright Data.** Pay only for successful requests, $1.50 per 1,000 on Web Unlocker and SERP. No public status page or incident history.\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### Bright Data\n\n1. Connect with OAuth or keep the `?token=` URL out of logs and shared configs\n2. Add `groups=` or `tools=` to the MCP URL only for the extractors you need. The full set is 69 tools\n3. Retry `reject_block` errors, since each attempt uses a different peer. Certificate and DNS errors fail the same way twice\n4. Back off on a 429 `sr_rate_limit`. Bright Data throttles a target whose success rate drops\n5. Use the batch tools for up to 10 searches or scrapes in one call\n\n## Other comparisons with Apify MCP Server or Bright Data\n\n- [Bright Data vs Jina Reader](https://www.anchorterminal.com/compare/bright-data-vs-jina-reader.md)\n- [Bright Data vs Olostep](https://www.anchorterminal.com/compare/bright-data-vs-olostep.md)\n- [Bright Data vs Scrape.do](https://www.anchorterminal.com/compare/bright-data-vs-scrape-do.md)\n- [Bright Data vs ScrapeGraphAI](https://www.anchorterminal.com/compare/bright-data-vs-scrapegraphai.md)\n- [Bright Data vs Scrapeless](https://www.anchorterminal.com/compare/bright-data-vs-scrapeless.md)\n- [Bright Data vs Scrapfly](https://www.anchorterminal.com/compare/bright-data-vs-scrapfly.md)\n- [Bright Data vs ScrapingAnt](https://www.anchorterminal.com/compare/bright-data-vs-scrapingant.md)\n- [Bright Data vs ScrapingBee](https://www.anchorterminal.com/compare/bright-data-vs-scrapingbee.md)\n- [Bright Data vs Scrapingdog](https://www.anchorterminal.com/compare/bright-data-vs-scrapingdog.md)\n- [Bright Data vs Spider](https://www.anchorterminal.com/compare/bright-data-vs-spider-cloud.md)\n- [Bright Data vs ZenRows](https://www.anchorterminal.com/compare/bright-data-vs-zenrows.md)\n- [Bright Data vs Firecrawl MCP](https://www.anchorterminal.com/compare/bright-data-vs-firecrawl-mcp.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 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 Bright Data's 60.1 (C). Both do crawling. The largest gap is payments \u0026 pricing, 55 points. Apify MCP Server accepts x402. Bright Data doesn't. Category scores, facts, verdicts and agent notes side by side.",
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    "title": "Apify MCP Server vs Bright Data for AI agents, A 78.6 vs C 60.1",
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