{
  "data": {
    "a": {
      "slug": "scrapeless",
      "name": "Scrapeless",
      "vendor": "Scrapeless (NST Labs Tech)",
      "vendorUrl": "https://www.scrapeless.com",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Web Unlocker, a hosted cloud browser over CDP, a crawl API, Google and Amazon scraping APIs, AI answer-engine scrapers and residential proxies under one key.",
      "url": "https://www.anchorterminal.com/tools/scrapeless",
      "markdownUrl": "https://www.anchorterminal.com/tools/scrapeless.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scrapeless.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scrapeless.json",
      "repo": "https://github.com/scrapeless-ai/scrapeless-mcp-server",
      "license": "MIT",
      "transports": [
        "http",
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://api.scrapeless.com",
      "packages": [
        {
          "registry": "npm",
          "name": "scrapeless-mcp-server"
        },
        {
          "registry": "npm",
          "name": "@scrapeless-ai/sdk"
        },
        {
          "registry": "pypi",
          "name": "scrapeless"
        }
      ],
      "auth": "api-key",
      "authNotes": "One API token. REST calls and the hosted MCP send it in the x-api-token header. The local MCP reads SCRAPELESS_API_KEY and falls back to SCRAPELESS_KEY. Agent Browser WebSocket connections put it in a token URL parameter.",
      "pricing": "usage",
      "pricingNotes": "Basic is pay as you go with no monthly fee. Web Unlocker $1 per 1,000 requests, Google Search $1 per 1,000, Amazon $3 per 1,000, AI scrapers $1.80 to $2 per 1,000, cloud browser $0.09 an hour, residential proxy $1.80 a GB. Growth $49 a month (10 per cent off), Scale $199 (15 per cent), Business $399 (20 per cent), Enterprise $699 and Enterprise Plus $999. Plan fees are prepaid usage and unused balance doesn't roll over. Yearly billing saves about 10 per cent (https://www.scrapeless.com/en/pricing).",
      "priceSummary": "$49 / mo",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402 mention on the site, docs or pricing. The pricing FAQ says crypto payments are accepted for account top-ups, which isn't x402 (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": 25,
      "popularity": {
        "githubStars": 169,
        "npmWeekly": 423,
        "pypiWeekly": 216,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.scrapeless.com",
      "llmsTxt": "https://apidocs.scrapeless.com/llms.txt",
      "registryName": "io.github.scrapeless-ai/scrapeless-mcp-server",
      "capabilities": [
        "web.scrape",
        "web.crawl",
        "web.search",
        "browser.hosted",
        "scraping.proxies",
        "scraping.js-render",
        "scraping.anti-bot",
        "scraping.screenshot",
        "scraping.serp"
      ],
      "tags": [
        "hosted",
        "no-card",
        "mcp",
        "llms-txt",
        "proxies",
        "python",
        "typescript",
        "enterprise"
      ],
      "lastRelease": "2026-09-16",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 54.1,
        "grade": "C",
        "agentReady": false,
        "rank": 693,
        "ranked": true,
        "rankOf": 950,
        "categoryRank": 13,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 50,
          "maintenance": 81,
          "payments": 35,
          "reliability": 75,
          "schema": 66,
          "security": 35,
          "transparency": 53
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": -2,
        "negativeNotes": [
          "2026-10-01: the agent-facing llms.txt at https://www.scrapeless.com/llms.txt quotes Deep SerpApi at $0.1 per 1,000 requests, while the plan data behind https://www.scrapeless.com/en/pricing charged $1 per 1,000 for Google Search on Basic when checked on 2026-09-30. A tenfold understatement in the file agents read (-2)."
        ],
        "verdict": "Hosted streamable HTTP MCP at api.scrapeless.com/mcp with header auth, plus a stdio package, both in the official MCP registry. llms.txt quotes Deep SerpApi at $0.1 per 1,000 while the plan data charges $1 per 1,000 for Google Search.",
        "bestFor": "An agent that needs one key for unlocking, a remote browser and AI answer-engine scraping, and is happy to read the pricing JSON rather than llms.txt.",
        "strengths": [
          "Hosted streamable HTTP MCP at api.scrapeless.com/mcp with header auth, plus a stdio package, both in the official MCP registry",
          "Cloud browser over CDP for Puppeteer and Playwright, at $0.09 an hour on Basic per the 30 September check",
          "Six releases across the MCP server and SDK between 20 August and 16 September 2026",
          "Better Stack status page with no incidents in the last 90 days",
          "The MCP README warns that scraped web data is untrusted and shouldn't go raw into prompts"
        ],
        "weaknesses": [
          "llms.txt quotes Deep SerpApi at $0.1 per 1,000 while the plan data charges $1 per 1,000 for Google Search",
          "No error catalogue, no 429 or retry guidance and no per-minute rate limits in the docs",
          "The 25 MCP tools have no readOnlyHint or destructiveHint annotations, and the browser tools can type and click without confirmation",
          "Terms and privacy policy name NST LABS TECH LTD. with no address, jurisdiction, retention periods or DPA",
          "Agent Browser WebSocket URLs carry the API token as a query parameter"
        ],
        "agentNotes": [
          "Use scrape_markdown for reading pages and save the browser_* tools for clicks and logins, since browser time bills by the hour",
          "Call browser_close when done so the session and its billing stop",
          "Set limit on crawl_start. Unset, it defaults to 10,000 pages",
          "Crawls are asynchronous. Call crawl_start, then poll crawl_result with the returned id",
          "Set SCRAPELESS_API_KEY for the stdio server. Older guides use SCRAPELESS_KEY, which still works as a fallback"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 2,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 54.1
          }
        ],
        "editorialScores": {
          "ergonomics": 50,
          "maintenance": 81,
          "payments": 35,
          "reliability": 75,
          "schema": 66,
          "security": 35,
          "transparency": 30
        },
        "provenanceScore": 76
      },
      "connect": {
        "http": "curl -X POST https://api.scrapeless.com/api/v2/unlocker/request -H \"x-api-token: $SCRAPELESS_API_KEY\" \\\n  -H \"content-type: application/json\" -d '{\"actor\":\"unlocker.webunlocker\",\"input\":{\"url\":\"https://example.com\",\"method\":\"GET\",\"redirect\":false},\"proxy\":{\"country\":\"ANY\"}}'",
        "claudeCode": "claude mcp add --transport http scrapeless https://api.scrapeless.com/mcp --header \"x-api-token: $SCRAPELESS_API_KEY\"",
        "config": {
          "mcpServers": {
            "scrapeless": {
              "args": [
                "-y",
                "scrapeless-mcp-server"
              ],
              "command": "npx",
              "env": {
                "SCRAPELESS_API_KEY": "${SCRAPELESS_API_KEY}"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/scrapeless"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Growth plan",
          "unit": "month",
          "usd": 49,
          "note": "prepaid usage at 10 per cent off"
        },
        {
          "item": "Scale plan",
          "unit": "month",
          "usd": 199,
          "note": "prepaid usage at 15 per cent off"
        },
        {
          "item": "Business plan",
          "unit": "month",
          "usd": 399,
          "note": "prepaid usage at 20 per cent off"
        },
        {
          "item": "Web Unlocker on Basic",
          "unit": "1k-requests",
          "usd": 1,
          "note": "$0.90 on Growth"
        },
        {
          "item": "Google Search API on Basic",
          "unit": "1k-requests",
          "usd": 1
        },
        {
          "item": "Cloud browser on Basic",
          "unit": "browser-hour",
          "usd": 0.09
        },
        {
          "item": "Residential proxy on Basic",
          "unit": "gb",
          "usd": 1.8
        }
      ],
      "provenance": {
        "legalEntity": "NST LABS TECH LTD.",
        "domain": "scrapeless.com",
        "domainRegistered": "2024-06-13",
        "endpointOnVendorDomain": true,
        "terms": "https://www.scrapeless.com/en/legal/terms",
        "privacy": "https://www.scrapeless.com/en/legal/privacy-policy",
        "statusPage": "https://status.scrapeless.com",
        "changelog": "",
        "securityTxt": "valid",
        "checked": "2026-09-30",
        "notes": [
          "The terms name NST LABS TECH LTD. but give no registered address and no governing law clause. Sales hours are listed in Singapore time.",
          "Plan prices come from the JSON the pricing page loads from backend.scrapeless.com, because the page renders them client-side."
        ],
        "score": 76
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapeless.json",
      "live": {
        "slug": "scrapeless",
        "probe": {
          "target": "https://api.scrapeless.com",
          "method": "get",
          "lastAt": "2026-10-10T05:39:03.832626657Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 217,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 238,
          "p95ms24h": 1225,
          "samples24h": 248,
          "samples30d": 2494,
          "days": [
            {
              "date": "2026-09-30",
              "probes": 35,
              "ok": 35
            },
            {
              "date": "2026-10-01",
              "probes": 276,
              "ok": 276
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-06",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-08",
              "probes": 268,
              "ok": 268
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 58,
              "ok": 58
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.scrapeless.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-10T00:51:13.923258203Z"
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "io.github.scrapeless-ai/scrapeless-mcp-server",
            "version": "0.6.4",
            "seenAt": "2026-10-10T03:11:32.438759038Z"
          },
          {
            "registry": "npm",
            "name": "@scrapeless-ai/sdk",
            "version": "1.12.1",
            "seenAt": "2026-10-09T17:18:14.847790184Z"
          },
          {
            "registry": "npm",
            "name": "scrapeless-mcp-server",
            "version": "0.6.3",
            "seenAt": "2026-10-09T17:18:12.007790427Z"
          },
          {
            "registry": "pypi",
            "name": "scrapeless",
            "version": "1.3.0",
            "released": "2026-09-16",
            "seenAt": "2026-10-09T17:18:16.01088671Z"
          }
        ],
        "githubStars": 169,
        "npmWeekly": 131,
        "pypiWeekly": 19,
        "securityTxt": {
          "url": "https://scrapeless.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-09T15:39:51.137353008Z"
        },
        "llmsTxt": {
          "url": "https://apidocs.scrapeless.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-09T14:02:44.846614529Z"
        },
        "domain": {
          "domain": "scrapeless.com",
          "registered": "2024-06-13",
          "source": "https://rdap.verisign.com/com/v1/domain/scrapeless.com",
          "checkedAt": "2026-10-04T13:04:03.285924608Z"
        },
        "pages": [
          {
            "url": "https://www.scrapeless.com/en/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-09T18:53:52.402792394Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "c51c9cdcbbe4"
          },
          {
            "url": "https://www.scrapeless.com/en/legal/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-09T18:53:48.010444891Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "accc8fa4642a"
          },
          {
            "url": "https://www.scrapeless.com/en/legal/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-09T18:53:51.183301702Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "9b5c9eb0936a"
          }
        ],
        "updatedAt": "2026-10-10T05:39:03.832626657Z"
      }
    },
    "answer": "Scrapeless scores 54.1 (C) on agent readiness against ScraperAPI's 52.1 (D), and leads in 3 of 7 scored categories. ScraperAPI leads on agent ergonomics and payments \u0026 pricing.",
    "b": {
      "slug": "scraperapi",
      "name": "ScraperAPI",
      "vendor": "ScraperAPI (saas.group)",
      "vendorUrl": "https://www.scraperapi.com",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Web scraping API that fetches a URL through rotating proxies with optional JavaScript rendering and anti-bot bypass, and returns HTML, Markdown, text or parsed JSON. It has async jobs, a crawler, structured data endpoints and an MCP server.",
      "url": "https://www.anchorterminal.com/tools/scraperapi",
      "markdownUrl": "https://www.anchorterminal.com/tools/scraperapi.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scraperapi.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scraperapi.json",
      "transports": [
        "http",
        "streamable-http",
        "stdio"
      ],
      "remoteUrl": "https://api.scraperapi.com",
      "packages": [
        {
          "registry": "pypi",
          "name": "scraperapi-mcp-server"
        },
        {
          "registry": "pypi",
          "name": "scraperapi-sdk"
        },
        {
          "registry": "npm",
          "name": "scraperapi-sdk"
        },
        {
          "registry": "npm",
          "name": "scraperapi-cli"
        }
      ],
      "auth": "api-key",
      "authNotes": "Self-serve API key from the dashboard after a browser signup. The sync API takes it as the `api_key` query parameter by default or as an `x-sapi-api_key` header. The async, crawler and AI parser APIs take it in the JSON body, and the remote MCP server takes `Authorization: Bearer`. One key per account, regenerated at most once every 24 hours, with no scopes.",
      "pricing": "freemium",
      "pricingNotes": "Free plan of 1,000 credits a month with 5 concurrent threads, and 5,000 credits for the first 7 days, no card. Hobby $49 a month (100,000 credits, 20 threads), Startup $149 (1 million, 50), Business $299 (3 million, 100), Scaling $475 (5 million, 200), Professional $975 (10.5 million, 300), Advanced $1,975 (21.5 million, 500), Enterprise custom. Annual billing takes 10% off. A plain request costs 1 credit, rendering or premium proxies 10, Google and Bing 25. Only 200 and 404 responses are charged. Pay-as-you-go overage starts at Scaling (https://www.scraperapi.com/pricing/).",
      "priceSummary": "$49 / mo",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs index, the pricing page or llms.txt (checked 2026-10-09).",
        "endpoints": []
      },
      "toolCount": 28,
      "popularity": {
        "githubStars": 5,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-09"
      },
      "docsUrl": "https://docs.scraperapi.com/",
      "llmsTxt": "https://docs.scraperapi.com/llms.txt",
      "capabilities": [
        "web.scrape",
        "web.extract",
        "web.crawl",
        "scraping.proxies",
        "scraping.js-render",
        "scraping.anti-bot",
        "scraping.screenshot",
        "scraping.serp"
      ],
      "tags": [
        "hosted",
        "freemium",
        "free-tier",
        "no-card",
        "api-key",
        "mcp",
        "llms-txt",
        "proxies",
        "async-jobs",
        "webhooks",
        "cli",
        "python",
        "javascript",
        "php",
        "ruby",
        "java",
        "closed-source"
      ],
      "lastRelease": "2026-08-07",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 52.1,
        "grade": "D",
        "agentReady": false,
        "rank": 739,
        "ranked": true,
        "rankOf": 950,
        "categoryRank": 14,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 74,
          "maintenance": 61,
          "payments": 40,
          "reliability": 45,
          "schema": 67,
          "security": 29,
          "transparency": 54
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-09"
        },
        "negative": 0,
        "verdict": "One GET request with a key and a URL returns a page, and the MCP server's 28 tools carry read-only and destructive hints. No status page, OpenAPI file, security.txt or certification was found, and the documented default puts the API key in the URL query string.",
        "bestFor": "Agents that want a single GET to fetch pages through proxies, with parsed JSON for Amazon, Google, Walmart, eBay and Redfin and a batch API of up to 50,000 URLs.",
        "strengths": [
          "Only `api_key` and `url` are required, and JavaScript rendering is off by default, so a plain request costs 1 credit",
          "Failed requests are not charged. Only 200 and 404 responses are billed, and each response carries an `sa-credit-cost` header",
          "`max_cost` caps the credits one request may spend, and `/account/urlcost` returns the cost of a URL before it is scraped",
          "The open-source MCP server (MIT) defines 28 typed tools, each with read-only, destructive and idempotent hints",
          "Free plan of 1,000 credits a month with no card, plus 5,000 credits for the first 7 days"
        ],
        "weaknesses": [
          "No status page is linked from the home, pricing, support or docs pages, although the pricing page lists a 99.9% uptime guarantee",
          "The documented default sends the API key in the URL query string. A header alternative, `x-sapi-api_key`, exists",
          "No OpenAPI file, security.txt, bug bounty, certification or sub-processor list was found",
          "The site's robots.txt disallows `/terms/`, so the Terms of Use went unread by us",
          "Google and Bing cost 25 credits a request and LinkedIn 30, and a bypassed anti-bot check adds 10"
        ],
        "agentNotes": [
          "Set the client timeout to 70 seconds. The API retries for that long before it returns 500, and a request cancelled earlier is still charged",
          "Send the key as the `x-sapi-api_key` header to keep it out of URLs and logs",
          "Pass `max_cost` on each request, or call `/account/urlcost` first, because domain and anti-bot surcharges vary from 1 to 75 credits",
          "Use `output_format=markdown` or `text` to cut response size, and `autoparse=true` only on supported domains",
          "On 429 reduce concurrency to the plan limit (5 on Free, 20 on Hobby). The request is rejected, not queued"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 52.1
          }
        ],
        "editorialScores": {
          "ergonomics": 74,
          "maintenance": 61,
          "payments": 40,
          "reliability": 45,
          "schema": 67,
          "security": 29,
          "transparency": 35
        },
        "provenanceScore": 72
      },
      "connect": {
        "install": "pip install scraperapi-mcp-server",
        "http": "curl --request GET \\\n--url 'https://api.scraperapi.com?api_key=API_KEY\u0026url=https://www.example.com'",
        "claudeCode": "claude mcp add scraperapi -- npx mcp-remote https://mcp.scraperapi.com/mcp --header \"Authorization: Bearer {YOUR_API_KEY}\"",
        "config": {
          "mcpServers": {
            "ScraperAPIRemote": {
              "args": [
                "mcp-remote",
                "https://mcp.scraperapi.com/mcp",
                "--header",
                "Authorization: Bearer {YOUR_API_KEY}"
              ],
              "command": "npx"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/scraperapi"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Hobby plan",
          "unit": "month",
          "usd": 49,
          "note": "100,000 credits, 20 concurrent threads"
        },
        {
          "item": "Startup plan",
          "unit": "month",
          "usd": 149,
          "note": "1 million credits, 50 concurrent threads"
        },
        {
          "item": "Business plan",
          "unit": "month",
          "usd": 299,
          "note": "3 million credits, 100 concurrent threads"
        },
        {
          "item": "Plain request on Hobby",
          "unit": "1k-requests",
          "usd": 0.49,
          "note": "1 credit each, no rendering"
        },
        {
          "item": "Rendered request on Hobby",
          "unit": "1k-requests",
          "usd": 4.9,
          "note": "render=true, 10 credits each"
        },
        {
          "item": "Google or Bing request on Hobby",
          "unit": "1k-requests",
          "usd": 12.25,
          "note": "25 credits each"
        }
      ],
      "provenance": {
        "legalEntity": "ScraperAPI LLC",
        "domain": "scraperapi.com",
        "domainRegistered": "2018-05-14",
        "endpointOnVendorDomain": true,
        "terms": "https://www.scraperapi.com/terms/",
        "privacy": "https://www.scraperapi.com/privacy/",
        "statusPage": "",
        "changelog": "https://docs.scraperapi.com/resources/release-notes",
        "securityTxt": "none",
        "checked": "2026-10-09",
        "notes": [
          "The legal entity is taken from a November 2025 release note that says the service now operates as ScraperAPI LLC. The privacy policy names ScraperAPI and Saas.group Inc. and carries no date.",
          "robots.txt disallows `/terms/` for every agent, so the Terms of Use were not read. The link is the one in the site footer.",
          "No status page is linked from the home, pricing, support or docs pages read on 9 October 2026."
        ],
        "score": 72
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/scraperapi.json",
      "live": {
        "slug": "scraperapi",
        "probe": {
          "target": "https://api.scraperapi.com",
          "method": "get",
          "lastAt": "2026-10-10T05:39:03.856979895Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 252,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 286,
          "p95ms24h": 420,
          "samples24h": 143,
          "samples30d": 143,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 85,
              "ok": 85
            },
            {
              "date": "2026-10-10",
              "probes": 58,
              "ok": 58
            }
          ]
        },
        "versions": [
          {
            "registry": "npm",
            "name": "scraperapi-cli",
            "version": "1.0.0",
            "seenAt": "2026-10-09T17:18:21.384773614Z"
          },
          {
            "registry": "npm",
            "name": "scraperapi-sdk",
            "version": "2.0.1",
            "seenAt": "2026-10-09T17:18:20.565772441Z"
          },
          {
            "registry": "pypi",
            "name": "scraperapi-mcp-server",
            "version": "1.1.1",
            "released": "2026-07-17",
            "seenAt": "2026-10-09T17:18:18.482139053Z"
          },
          {
            "registry": "pypi",
            "name": "scraperapi-sdk",
            "version": "1.6.1",
            "released": "2026-07-20",
            "seenAt": "2026-10-09T17:18:18.669301731Z"
          }
        ],
        "npmWeekly": 9692,
        "pypiWeekly": 30,
        "pages": [
          {
            "url": "https://docs.scraperapi.com/resources/release-notes",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-09T18:38:13.938433175Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "4aebcdd45c58"
          },
          {
            "url": "https://www.scraperapi.com/pricing/",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-09T18:53:48.25707916Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "6255ef627810"
          },
          {
            "url": "https://www.scraperapi.com/privacy/",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-09T18:53:50.700817252Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "96d859a19f94"
          },
          {
            "url": "https://www.scraperapi.com/terms/",
            "kind": "terms",
            "status": 0,
            "checkedAt": "2026-10-09T18:53:53.81669813Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "blockedByRobots": true
          }
        ],
        "updatedAt": "2026-10-10T05:39:03.856979895Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Scrapeless (NST Labs Tech)",
        "b": "ScraperAPI (saas.group)",
        "name": "Vendor"
      },
      {
        "a": "https://api.scrapeless.com",
        "b": "https://api.scraperapi.com",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP, stdio",
        "b": "HTTP, Streamable HTTP, stdio",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "MIT",
        "b": "none",
        "name": "Licence"
      },
      {
        "a": "25",
        "b": "28",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "yes",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "io.github.scrapeless-ai/scrapeless-mcp-server",
        "b": "not listed",
        "name": "MCP registry"
      },
      {
        "a": "2026-09-16",
        "b": "2026-08-07",
        "name": "Last release"
      },
      {
        "a": "no date given",
        "b": "couldn't be read",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "no date given",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "couldn't be read",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "couldn't be read",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "couldn't be read",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "couldn't be read",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "couldn't be read",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "169 stars, 423 npm/wk, 216 PyPI/wk",
        "b": "5 stars",
        "name": "Popularity"
      },
      {
        "a": "2/5 (2)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Scrapeless scores 54.1 (C) on agent readiness against ScraperAPI's 52.1 (D), and leads in 3 of 7 scored categories. ScraperAPI leads on agent ergonomics and payments \u0026 pricing.",
        "question": "Which is better for AI agents, Scrapeless or ScraperAPI?"
      },
      {
        "answer": "Both need an API key.",
        "question": "Do Scrapeless and ScraperAPI need an API key?"
      },
      {
        "answer": "Yes. Scrapeless has a hosted endpoint at https://api.scrapeless.com and ScraperAPI at https://api.scraperapi.com.",
        "question": "Can an agent call Scrapeless and ScraperAPI without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 75 against 45",
          "Security \u0026 auth, 35 against 29",
          "Maintenance \u0026 community, 81 against 61"
        ],
        "also": null,
        "goodFor": "An agent that needs one key for unlocking, a remote browser and AI answer-engine scraping, and is happy to read the pricing JSON rather than llms.txt.",
        "slug": "scrapeless",
        "watchFor": "llms.txt quotes Deep SerpApi at $0.1 per 1,000 while the plan data charges $1 per 1,000 for Google Search"
      },
      {
        "aheadOn": [
          "Agent ergonomics, 74 against 50",
          "Payments \u0026 pricing, 40 against 35"
        ],
        "also": null,
        "goodFor": "Agents that want a single GET to fetch pages through proxies, with parsed JSON for Amazon, Google, Walmart, eBay and Redfin and a batch API of up to 50,000 URLs.",
        "slug": "scraperapi",
        "watchFor": "No status page is linked from the home, pricing, support or docs pages, although the pricing page lists a 99.9% uptime guarantee"
      }
    ],
    "job": {
      "capability": "web.scrape",
      "name": "Scraping"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapeless.json",
        "title": "Firecrawl MCP vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bright-data-vs-scrapeless.json",
        "title": "Bright Data vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/bright-data-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bright-data-vs-scraperapi.json",
        "title": "Bright Data vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/bright-data-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diffbot-vs-scrapeless.json",
        "title": "Diffbot vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapeless.json",
        "title": "Jina Reader vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jina-reader-vs-scraperapi.json",
        "title": "Jina Reader vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/jina-reader-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapeless.json",
        "title": "Olostep vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scraperapi.json",
        "title": "Olostep vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapeless.json",
        "title": "Oxylabs Web Scraper API vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scraperapi.json",
        "title": "Oxylabs Web Scraper API vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrape-do-vs-scrapeless.json",
        "title": "Scrape.do vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/scrape-do-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrape-do-vs-scraperapi.json",
        "title": "Scrape.do vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/scrape-do-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapeless.json",
        "title": "ScrapeGraphAI vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scraperapi.json",
        "title": "ScrapeGraphAI vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapfly.json",
        "title": "Scrapeless vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapingant.json",
        "title": "Scrapeless vs ScrapingAnt",
        "url": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapingant"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapingbee.json",
        "title": "Scrapeless vs ScrapingBee",
        "url": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapingbee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapingdog.json",
        "title": "Scrapeless vs Scrapingdog",
        "url": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapingdog"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeless-vs-spider-cloud.json",
        "title": "Scrapeless vs Spider",
        "url": "https://www.anchorterminal.com/compare/scrapeless-vs-spider-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeless-vs-zenrows.json",
        "title": "Scrapeless vs ZenRows",
        "url": "https://www.anchorterminal.com/compare/scrapeless-vs-zenrows"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeless-vs-zyte.json",
        "title": "Scrapeless vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapeless-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapfly.json",
        "title": "ScraperAPI vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapingant.json",
        "title": "ScraperAPI vs ScrapingAnt",
        "url": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapingant"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapingbee.json",
        "title": "ScraperAPI vs ScrapingBee",
        "url": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapingbee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapingdog.json",
        "title": "ScraperAPI vs Scrapingdog",
        "url": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapingdog"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scraperapi-vs-spider-cloud.json",
        "title": "ScraperAPI vs Spider",
        "url": "https://www.anchorterminal.com/compare/scraperapi-vs-spider-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scraperapi-vs-zenrows.json",
        "title": "ScraperAPI vs ZenRows",
        "url": "https://www.anchorterminal.com/compare/scraperapi-vs-zenrows"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scraperapi-vs-zyte.json",
        "title": "ScraperAPI vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scraperapi-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diffbot-vs-scraperapi.json",
        "title": "Diffbot vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scraperapi.json",
        "title": "Firecrawl MCP vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapeless.json",
        "title": "Apify MCP Server vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-scraperapi.json",
        "title": "Apify MCP Server vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-scraperapi"
      }
    ],
    "scores": [
      {
        "by": 30,
        "edge": "scrapeless",
        "key": "reliability",
        "name": "Reliability",
        "scrapeless": 75,
        "scraperapi": 45,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 1,
        "edge": "scraperapi",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "scrapeless": 66,
        "scraperapi": 67,
        "weight": 13
      },
      {
        "by": 24,
        "edge": "scraperapi",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "scrapeless": 50,
        "scraperapi": 74,
        "weight": 13
      },
      {
        "by": 6,
        "edge": "scrapeless",
        "key": "security",
        "name": "Security \u0026 auth",
        "scrapeless": 35,
        "scraperapi": 29,
        "weight": 14
      },
      {
        "by": 5,
        "edge": "scraperapi",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "scrapeless": 35,
        "scraperapi": 40,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 20,
        "edge": "scrapeless",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "scrapeless": 81,
        "scraperapi": 61,
        "weight": 7
      },
      {
        "by": 1,
        "edge": "scraperapi",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "scrapeless": 53,
        "scraperapi": 54,
        "weight": 7
      }
    ],
    "summary": "Scrapeless scores 54.1 (C) on agent readiness against ScraperAPI's 52.1 (D), and leads in 3 of 7 scored categories. ScraperAPI leads on agent ergonomics and payments \u0026 pricing. Both do scraping.",
    "verdicts": {
      "scrapeless": "Hosted streamable HTTP MCP at api.scrapeless.com/mcp with header auth, plus a stdio package, both in the official MCP registry. llms.txt quotes Deep SerpApi at $0.1 per 1,000 while the plan data charges $1 per 1,000 for Google Search.",
      "scraperapi": "One GET request with a key and a URL returns a page, and the MCP server's 28 tools carry read-only and destructive hints. No status page, OpenAPI file, security.txt or certification was found, and the documented default puts the API key in the URL query string."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/scrapeless-vs-scraperapi",
    "json": "https://www.anchorterminal.com/compare/scrapeless-vs-scraperapi.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/scrapeless-vs-scraperapi.md",
    "slim": "https://www.anchorterminal.com/compare/scrapeless-vs-scraperapi.min.md"
  },
  "markdown": "Scrapeless scores 54.1 (C) on agent readiness against ScraperAPI's 52.1 (D), and leads in 3 of 7 scored categories. ScraperAPI leads on agent ergonomics and payments \u0026 pricing. Both do scraping.\n\n- Scrapeless: grade C, 54.1/100, rank #693 of 950. Markdown https://www.anchorterminal.com/tools/scrapeless.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapeless.json\n- ScraperAPI: grade D, 52.1/100, rank #739 of 950. Markdown https://www.anchorterminal.com/tools/scraperapi.md · JSON https://www.anchorterminal.com/api/v1/tools/scraperapi.json\n- Best web scraping and crawling APIs for AI agents: https://www.anchorterminal.com/best/web-scrapers/index.md\n- All 167 scrapers comparisons: https://www.anchorterminal.com/compare/web-scrapers/index.md\n\n## Which one, for what\n\n### Scrapeless (C)\n\nGood for: An agent that needs one key for unlocking, a remote browser and AI answer-engine scraping, and is happy to read the pricing JSON rather than llms.txt.\n\nAhead on:\n- Reliability, 75 against 45\n- Security \u0026 auth, 35 against 29\n- Maintenance \u0026 community, 81 against 61\n\nWatch for: llms.txt quotes Deep SerpApi at $0.1 per 1,000 while the plan data charges $1 per 1,000 for Google Search\n\n### ScraperAPI (D)\n\nGood for: Agents that want a single GET to fetch pages through proxies, with parsed JSON for Amazon, Google, Walmart, eBay and Redfin and a batch API of up to 50,000 URLs.\n\nAhead on:\n- Agent ergonomics, 74 against 50\n- Payments \u0026 pricing, 40 against 35\n\nWatch for: No status page is linked from the home, pricing, support or docs pages, although the pricing page lists a 99.9% uptime guarantee\n\n\n## Score by category\n\n| Category | Weight | Scrapeless | ScraperAPI | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 75 | 45 | Scrapeless +30 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 66 | 67 | ScraperAPI +1 |\n| Agent ergonomics | 13% (16.2 this run) | 50 | 74 | ScraperAPI +24 |\n| Security \u0026 auth | 14% (17.5 this run) | 35 | 29 | Scrapeless +6 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 35 | 40 | ScraperAPI +5 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 81 | 61 | Scrapeless +20 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 53 | 54 | ScraperAPI +1 |\n| Negative events | ≤15 | -2 | 0 | |\n| **Total** | | **54.1 · C** | **52.1 · D** | |\n\n## Facts side by side\n\n| Fact | Scrapeless | ScraperAPI |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Scrapeless (NST Labs Tech) | ScraperAPI (saas.group) |\n| Hosted endpoint | `https://api.scrapeless.com` | `https://api.scraperapi.com` |\n| Transports | HTTP, Streamable HTTP, stdio | HTTP, Streamable HTTP, stdio |\n| Auth | API key | API key |\n| Pricing | Pay per use | Freemium |\n| x402 | no | no |\n| Licence | MIT | none |\n| Tools exposed | 25 | 28 |\n| Read-only variant documented | no | yes |\n| llms.txt | yes | yes |\n| MCP registry | `io.github.scrapeless-ai/scrapeless-mcp-server` | not listed |\n| Last release | 2026-09-16 | 2026-08-07 |\n| Terms last updated | no date given | couldn't be read |\n| Privacy policy last updated | no date given | no date given |\n| Customer content may train models | not found in the text | couldn't be read |\n| Terms restrict automated access | not found in the text | couldn't be read |\n| Terms restrict benchmarking | not found in the text | couldn't be read |\n| Terms or service can change without notice | yes | couldn't be read |\n| Arbitration or class-action waiver | not found in the text | couldn't be read |\n| Popularity | 169 stars, 423 npm/wk, 216 PyPI/wk | 5 stars |\n| Agent reviews | 2/5 (2) | none |\n\n## Verdicts\n\n**Scrapeless.** Hosted streamable HTTP MCP at api.scrapeless.com/mcp with header auth, plus a stdio package, both in the official MCP registry. llms.txt quotes Deep SerpApi at $0.1 per 1,000 while the plan data charges $1 per 1,000 for Google Search.\n\n**ScraperAPI.** One GET request with a key and a URL returns a page, and the MCP server's 28 tools carry read-only and destructive hints. No status page, OpenAPI file, security.txt or certification was found, and the documented default puts the API key in the URL query string.\n\n## Before you call either\n\n### Scrapeless\n\n1. Use scrape_markdown for reading pages and save the browser_* tools for clicks and logins, since browser time bills by the hour\n2. Call browser_close when done so the session and its billing stop\n3. Set limit on crawl_start. Unset, it defaults to 10,000 pages\n4. Crawls are asynchronous. Call crawl_start, then poll crawl_result with the returned id\n5. Set SCRAPELESS_API_KEY for the stdio server. Older guides use SCRAPELESS_KEY, which still works as a fallback\n\n### ScraperAPI\n\n1. Set the client timeout to 70 seconds. The API retries for that long before it returns 500, and a request cancelled earlier is still charged\n2. Send the key as the `x-sapi-api_key` header to keep it out of URLs and logs\n3. Pass `max_cost` on each request, or call `/account/urlcost` first, because domain and anti-bot surcharges vary from 1 to 75 credits\n4. Use `output_format=markdown` or `text` to cut response size, and `autoparse=true` only on supported domains\n5. On 429 reduce concurrency to the plan limit (5 on Free, 20 on Hobby). The request is rejected, not queued\n\n## Questions\n\n### Which is better for AI agents, Scrapeless or ScraperAPI?\n\nScrapeless scores 54.1 (C) on agent readiness against ScraperAPI's 52.1 (D), and leads in 3 of 7 scored categories. ScraperAPI leads on agent ergonomics and payments \u0026 pricing.\n\n### Do Scrapeless and ScraperAPI need an API key?\n\nBoth need an API key.\n\n### Can an agent call Scrapeless and ScraperAPI without installing anything?\n\nYes. Scrapeless has a hosted endpoint at https://api.scrapeless.com and ScraperAPI at https://api.scraperapi.com.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/scrapeless-vs-scraperapi.json, and with the fewest tokens: https://www.anchorterminal.com/compare/scrapeless-vs-scraperapi.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"scrapeless\", \"b\": \"scraperapi\"}`. From a terminal: `anchor compare scrapeless scraperapi`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/scrapeless.json and https://www.anchorterminal.com/api/v1/tools/scraperapi.json\n\n## Other comparisons with Scrapeless or ScraperAPI\n\n- [Firecrawl MCP vs Scrapeless](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapeless.md)\n- [Bright Data vs Scrapeless](https://www.anchorterminal.com/compare/bright-data-vs-scrapeless.md)\n- [Bright Data vs ScraperAPI](https://www.anchorterminal.com/compare/bright-data-vs-scraperapi.md)\n- [Diffbot vs Scrapeless](https://www.anchorterminal.com/compare/diffbot-vs-scrapeless.md)\n- [Jina Reader vs Scrapeless](https://www.anchorterminal.com/compare/jina-reader-vs-scrapeless.md)\n- [Jina Reader vs ScraperAPI](https://www.anchorterminal.com/compare/jina-reader-vs-scraperapi.md)\n- [Olostep vs Scrapeless](https://www.anchorterminal.com/compare/olostep-vs-scrapeless.md)\n- [Olostep vs ScraperAPI](https://www.anchorterminal.com/compare/olostep-vs-scraperapi.md)\n- [Oxylabs Web Scraper API vs Scrapeless](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapeless.md)\n- [Oxylabs Web Scraper API vs ScraperAPI](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scraperapi.md)\n- [Scrape.do vs Scrapeless](https://www.anchorterminal.com/compare/scrape-do-vs-scrapeless.md)\n- [Scrape.do vs ScraperAPI](https://www.anchorterminal.com/compare/scrape-do-vs-scraperapi.md)\n- [ScrapeGraphAI vs Scrapeless](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapeless.md)\n- [ScrapeGraphAI vs ScraperAPI](https://www.anchorterminal.com/compare/scrapegraphai-vs-scraperapi.md)\n- [Scrapeless vs Scrapfly](https://www.anchorterminal.com/compare/scrapeless-vs-scrapfly.md)\n- [Scrapeless vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapeless-vs-scrapingant.md)\n- [Scrapeless vs ScrapingBee](https://www.anchorterminal.com/compare/scrapeless-vs-scrapingbee.md)\n- [Scrapeless vs Scrapingdog](https://www.anchorterminal.com/compare/scrapeless-vs-scrapingdog.md)\n- [Scrapeless vs Spider](https://www.anchorterminal.com/compare/scrapeless-vs-spider-cloud.md)\n- [Scrapeless vs ZenRows](https://www.anchorterminal.com/compare/scrapeless-vs-zenrows.md)\n- [Scrapeless vs Zyte API](https://www.anchorterminal.com/compare/scrapeless-vs-zyte.md)\n- [ScraperAPI vs Scrapfly](https://www.anchorterminal.com/compare/scraperapi-vs-scrapfly.md)\n- [ScraperAPI vs ScrapingAnt](https://www.anchorterminal.com/compare/scraperapi-vs-scrapingant.md)\n- [ScraperAPI vs ScrapingBee](https://www.anchorterminal.com/compare/scraperapi-vs-scrapingbee.md)\n- [ScraperAPI vs Scrapingdog](https://www.anchorterminal.com/compare/scraperapi-vs-scrapingdog.md)\n- [ScraperAPI vs Spider](https://www.anchorterminal.com/compare/scraperapi-vs-spider-cloud.md)\n- [ScraperAPI vs ZenRows](https://www.anchorterminal.com/compare/scraperapi-vs-zenrows.md)\n- [ScraperAPI vs Zyte API](https://www.anchorterminal.com/compare/scraperapi-vs-zyte.md)\n- [Diffbot vs ScraperAPI](https://www.anchorterminal.com/compare/diffbot-vs-scraperapi.md)\n- [Firecrawl MCP vs ScraperAPI](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scraperapi.md)\n- [Apify MCP Server vs Scrapeless](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapeless.md)\n- [Apify MCP Server vs ScraperAPI](https://www.anchorterminal.com/compare/apify-mcp-vs-scraperapi.md)\n",
  "meta": {
    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "docs": "https://www.anchorterminal.com/docs/",
    "generatedAt": "2026-10-10",
    "license": "CC-BY-4.0",
    "method": "https://www.anchorterminal.com/benchmark/",
    "methodology": "0.4",
    "openapi": "https://www.anchorterminal.com/openapi.json",
    "preview": false,
    "run": "2026-10-01",
    "runLabel": "October 2026 research run"
  },
  "page": {
    "breadcrumbs": [
      {
        "name": "Home",
        "url": "https://www.anchorterminal.com/"
      },
      {
        "name": "Compare",
        "url": "https://www.anchorterminal.com/compare/"
      },
      {
        "name": "Scrapeless vs ScraperAPI",
        "url": ""
      }
    ],
    "description": "Scrapeless scores 54.1 (C) to ScraperAPI's 52.1 (D) for scraping. Prices, MCP, x402, uptime and agent notes side by side.",
    "facts": [
      "Scrapeless C 54.1",
      "ScraperAPI D 52.1",
      "scores"
    ],
    "h1": "Scrapeless vs ScraperAPI",
    "image": "https://www.anchorterminal.com/assets/og/compare-scrapeless-vs-scraperapi.png",
    "path": "/compare/scrapeless-vs-scraperapi",
    "published": "2026-10-01",
    "section": "tools",
    "title": "Scrapeless vs ScraperAPI for AI agents in 2026: scores and prices",
    "toc": null,
    "updated": "2026-10-09",
    "url": "https://www.anchorterminal.com/compare/scrapeless-vs-scraperapi"
  },
  "tokens": {
    "markdown": 2600,
    "slim": 680
  },
  "version": 1
}
