{
  "data": {
    "a": {
      "slug": "crw",
      "name": "fastCRW",
      "vendor": "Nanofy OÜ",
      "vendorUrl": "https://fastcrw.com",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "fastCRW is a Firecrawl-compatible scraping engine in Rust from Nanofy OÜ in Estonia. It turns pages into Markdown or JSON and searches, maps and crawls sites, as an AGPL-3.0 self-hosted binary or a hosted API with an MCP server.",
      "url": "https://www.anchorterminal.com/tools/crw",
      "markdownUrl": "https://www.anchorterminal.com/tools/crw.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/crw.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/crw.json",
      "dns": "crw.grade.anchorterminal.com",
      "repo": "https://github.com/fastcrw/crw",
      "license": "AGPL-3.0",
      "transports": [
        "stdio",
        "streamable-http"
      ],
      "remoteUrl": "https://fastcrw.com/mcp",
      "packages": [
        {
          "registry": "npm",
          "name": "crw-mcp"
        },
        {
          "registry": "npm",
          "name": "crw-sdk"
        },
        {
          "registry": "pypi",
          "name": "crw"
        },
        {
          "registry": "cargo",
          "name": "crw-server"
        },
        {
          "registry": "oci",
          "name": "ghcr.io/fastcrw/crw"
        }
      ],
      "auth": "mixed",
      "authNotes": "Hosted API at api.fastcrw.com takes `Authorization: Bearer crw_live_...` keys from the fastcrw.com dashboard after a browser signup (GitHub or email). The hosted MCP server at fastcrw.com/mcp takes OAuth 2.1 (PKCE S256, dynamic client registration, one scope `mcp:tools`) or the key in the URL path as fastcrw.com/mcp/\u003cAPI_KEY\u003e. No key scopes found. A self-hosted engine needs no key unless `[auth] api_keys` is set.",
      "pricing": "freemium",
      "pricingNotes": "500 one-off credits with no card, plus up to 500 more from onboarding tasks. Hobby $13 a month for 5,000 credits, Standard $69 for 100,000, Growth $279 for 500,000, Scale $549 for 1,000,000 (less with yearly billing). One credit a page on any renderer, search 2. Failed pages refunded, top-ups never expire. Self-hosting is free.",
      "priceSummary": "$13 / mo",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 on the pricing page, the credit-costs and agent-onboarding docs, or the OpenAPI spec (checked 2026-11-06). A 402 on the hosted API means an exhausted credit balance (`errorCode: insufficient_credits`) with an upgrade URL header, not a payment requirement.",
        "endpoints": []
      },
      "toolCount": 11,
      "popularity": {
        "githubStars": 1200,
        "npmWeekly": 881,
        "pypiWeekly": null,
        "asOf": "2026-11-06"
      },
      "docsUrl": "https://docs.fastcrw.com",
      "llmsTxt": "https://docs.fastcrw.com/llms.txt",
      "openapi": "https://github.com/fastcrw/crw/blob/main/docs/openapi.json",
      "registryName": "io.github.fastcrw/crw",
      "capabilities": [
        "web.scrape",
        "web.crawl",
        "web.extract",
        "scraping.js-render",
        "scraping.proxies",
        "web.search",
        "web.fetch"
      ],
      "tags": [
        "hosted",
        "local",
        "open-source",
        "self-hosted",
        "freemium",
        "no-card",
        "mcp",
        "remote-mcp",
        "mcp-registry",
        "llms-txt",
        "openapi",
        "rust",
        "eu"
      ],
      "lastRelease": "2026-11-04",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 64.3,
        "grade": "B",
        "agentReady": false,
        "rank": 478,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 11,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 91,
          "maintenance": 93,
          "payments": 35,
          "reliability": 50,
          "schema": 91,
          "security": 40,
          "transparency": 60
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-06"
        },
        "negative": 0,
        "verdict": "Agents get 11 compact, annotated MCP tools with bounded output, a public OpenAPI spec, refunds on failed pages and a free self-hosted engine. The hosted service has no status history, publishes no SLA terms, names its operator only on the support page, and documents an MCP address with the API key in the URL path.",
        "bestFor": "Agents that want Firecrawl-style scrape, crawl, map, search and extract at lower per-page cost, or a small self-hosted engine.",
        "strengths": [
          "11 MCP tools, each annotated readOnlyHint, destructiveHint and idempotentHint, with output capped near 15,000 characters and a resume offset",
          "Public OpenAPI 3.1 spec, llms.txt and an error page that says which codes to retry and which to stop on",
          "Failed and blocked pages are refunded, every renderer costs 1 credit, and top-up credits never expire",
          "Released 16 times in the 90 days to 6 November 2026, with five open issues on GitHub",
          "AGPL-3.0 engine runs self-hosted with no account, and MIT Python and TypeScript SDKs"
        ],
        "weaknesses": [
          "The status page shows a live check and an uptime objective but no incident history",
          "The hosted MCP address fastcrw.com/mcp/\u003cAPI_KEY\u003e puts the key in the URL path as a documented option",
          "Terms and privacy policy name no legal entity, give no retention periods and name no DPA; only the support page names Nanofy OÜ",
          "No SLA terms beyond an Enterprise mention, no security.txt and no certification found",
          "No machine payment protocol, and hosted keys need a person to sign up in a browser"
        ],
        "agentNotes": [
          "Connect to https://fastcrw.com/mcp with OAuth rather than the /mcp/\u003cAPI_KEY\u003e address, so the key stays out of URLs and logs",
          "Branch on `errorCode`. Stop on 402 insufficient_credits or llm_not_available, and on 429 wait for Retry-After before retrying",
          "Check `success` as well as the HTTP status, since an anti-bot wall answers 200 with `success: false` and `errorCode: anti_bot`",
          "Pass `startIndex` from a truncated result to read the rest of a long page instead of setting `maxLength: 0`",
          "Use native /v1 routes for new work; /firecrawl/v2 is for Firecrawl SDK migrations and keeps the older 429 for empty balances"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 64.3
          }
        ],
        "editorialScores": {
          "ergonomics": 91,
          "maintenance": 93,
          "payments": 35,
          "reliability": 50,
          "schema": 91,
          "security": 40,
          "transparency": 53
        },
        "provenanceScore": 67,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-06",
            "maintenance": "2026-11-06",
            "payments": "2026-11-06",
            "reliability": "2026-11-06",
            "schema": "2026-11-06",
            "security": "2026-11-06",
            "transparency": "2026-11-06"
          },
          "last": "2026-11-06",
          "oldest": "2026-11-06",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npx -y crw-mcp@latest install",
        "http": "curl -X POST https://api.fastcrw.com/v1/scrape -H \"Authorization: Bearer YOUR_API_KEY\" -H \"Content-Type: application/json\" -d '{\"url\":\"https://example.com\",\"formats\":[\"markdown\"]}'"
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/crw"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Hobby plan",
          "unit": "month",
          "usd": 13,
          "note": "5,000 credits; $11 a month billed yearly"
        },
        {
          "item": "Standard plan",
          "unit": "month",
          "usd": 69,
          "note": "100,000 credits; $59 a month billed yearly"
        },
        {
          "item": "Hobby top-up",
          "unit": "1k-pages",
          "usd": 9,
          "note": "one credit scrapes one page on any renderer"
        },
        {
          "item": "Scale top-up",
          "unit": "1k-pages",
          "usd": 0.6,
          "note": "$299 for 500,000 credits"
        }
      ],
      "provenance": {
        "legalEntity": "Nanofy OÜ",
        "domain": "fastcrw.com",
        "domainRegistered": "2026-03-05",
        "endpointOnVendorDomain": true,
        "terms": "https://fastcrw.com/terms",
        "privacy": "https://fastcrw.com/privacy",
        "statusPage": "https://fastcrw.com/status",
        "changelog": "https://github.com/fastcrw/crw/blob/main/CHANGELOG.md",
        "securityTxt": "none",
        "checked": "2026-11-06",
        "notes": [
          "Nanofy OÜ (registry code 17365846, Sepapaja tn 6, Tallinn) is named as operator on fastcrw.com/support. The terms (last updated 4 April 2026) and the privacy policy (undated) name only fastCRW and 'the jurisdiction in which fastCRW operates'.",
          "The terms forbid crawling sites against their terms or robots.txt and put responsibility for targets on the customer. No clause forbids automated access to fastcrw.com itself.",
          "fastcrw.com/robots.txt allows all crawlers except account, API and login paths; docs.fastcrw.com/robots.txt allows all.",
          "RDAP gives fastcrw.com a registration date of 5 March 2026.",
          "fastcrw.com/.well-known/security.txt answers 404. SECURITY.md in the repository names security@fastcrw.com and GitHub private vulnerability reporting."
        ],
        "score": 67
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/crw.json",
      "live": {
        "slug": "crw",
        "probe": {
          "target": "https://fastcrw.com/mcp",
          "method": "get",
          "lastAt": "2026-11-07T18:20:19.526009674Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 156,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 80,
          "p95ms24h": 153,
          "samples24h": 200,
          "samples30d": 200,
          "days": [
            {
              "date": "2026-11-06",
              "probes": 13,
              "ok": 13
            },
            {
              "date": "2026-11-07",
              "probes": 187,
              "ok": 187
            }
          ]
        },
        "vendorStatus": {
          "page": "https://fastcrw.com/status",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-11-07T04:47:35.720864858Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "fastcrw/crw",
            "version": "v0.42.1",
            "released": "2026-11-06",
            "seenAt": "2026-11-06T23:18:48.669809831Z"
          },
          {
            "registry": "mcp-registry",
            "name": "io.github.fastcrw/crw",
            "version": "0.42.1",
            "seenAt": "2026-11-07T18:16:28.95801333Z"
          },
          {
            "registry": "npm",
            "name": "crw-mcp",
            "version": "0.42.1",
            "seenAt": "2026-11-06T23:18:46.329470936Z"
          },
          {
            "registry": "npm",
            "name": "crw-sdk",
            "version": "0.42.1",
            "seenAt": "2026-11-06T23:18:46.739900633Z"
          },
          {
            "registry": "pypi",
            "name": "crw",
            "version": "0.42.1",
            "released": "2026-11-06",
            "seenAt": "2026-11-06T23:18:48.550796676Z"
          }
        ],
        "githubStars": 1230,
        "npmWeekly": 881,
        "pypiWeekly": 441,
        "securityTxt": {
          "url": "https://fastcrw.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T15:59:50.596126033Z"
        },
        "llmsTxt": {
          "url": "https://docs.fastcrw.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:32:13.945191217Z"
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/fastcrw/crw/main/CHANGELOG.md",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-11-07T14:20:49.992321515Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "572aa4127341"
          },
          {
            "url": "https://fastcrw.com/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-11-07T14:09:41.233044196Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "56adab90a2ac"
          },
          {
            "url": "https://fastcrw.com/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-11-07T14:09:43.278176432Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "4f55b83dc108"
          }
        ],
        "updatedAt": "2026-11-07T18:20:19.526009674Z"
      }
    },
    "answer": "fastCRW scores 64.3 (B) on agent readiness against Scrapewise's 60 (C), and leads in 5 of 7 scored categories. Scrapewise leads on security \u0026 auth and payments \u0026 pricing.",
    "b": {
      "slug": "scrapewise",
      "name": "Scrapewise",
      "vendor": "BEBOTECH OÜ",
      "vendorUrl": "https://scrapewise.ai",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Scrapewise is a hosted scraping service from BEBOTECH OÜ for product and price data. It has ready APIs for Amazon, Walmart and Google, AI scrapers for other sites, price cleaning and product matching, through REST and a remote MCP server.",
      "url": "https://www.anchorterminal.com/tools/scrapewise",
      "markdownUrl": "https://www.anchorterminal.com/tools/scrapewise.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scrapewise.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scrapewise.json",
      "dns": "scrapewise.grade.anchorterminal.com",
      "repo": "https://github.com/BEBOTECH-OU/scrapewise-mcp",
      "transports": [
        "streamable-http"
      ],
      "remoteUrl": "https://mcp.scrapewise.ai/mcp",
      "packages": [
        {
          "registry": "pypi",
          "name": "scrapewise"
        },
        {
          "registry": "pypi",
          "name": "langchain-scrapewise"
        }
      ],
      "auth": "api-key",
      "authNotes": "Bearer API key (`sw_live_\u003cprefix\u003e.\u003csecret\u003e`) minted in the portal under Settings \u003e API Keys after a browser signup. Scopes are fixed at minting. USER keys reach the REST API only, LLM_READ keys read through MCP, LLM_FULL keys also run paid tools and change or delete data. Secrets are stored as hashes, revoked at once, and rotated by minting a new key and revoking the old. No expiry found.",
      "pricing": "usage",
      "pricingNotes": "€0.15 per 1,000 plain pages, prepaid from a euro wallet with no plan or subscription. Rendered pages €0.75, residential proxy €1.50, both €3.75 per 1,000. Data APIs €0.15 to €3.75 per 1,000 calls. MCP credits are €0.00015 each. Five free requests, no card. Top-ups €5 to €1,000, not refunded.",
      "priceSummary": "$0.17 / 1k pages",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, OpenAPI specs, llms.txt or pricing.md (checked 2026-10-15). An empty wallet returns 402 with WALLET_INSUFFICIENT_BALANCE and no payment requirements; top-ups go through Stripe Checkout in a browser.",
        "endpoints": []
      },
      "toolCount": 113,
      "popularity": {
        "githubStars": 1,
        "npmWeekly": null,
        "pypiWeekly": 30,
        "asOf": "2026-10-15"
      },
      "docsUrl": "https://docs.scrapewise.ai/",
      "llmsTxt": "https://scrapewise.ai/llms.txt",
      "openapi": "https://portal.scrapewise.ai/api/scraper-api/v3/api-docs",
      "registryName": "ai.scrapewise/scrapewise",
      "capabilities": [
        "web.scrape",
        "web.extract",
        "scraping.js-render",
        "scraping.proxies",
        "web.crawl",
        "web.fetch",
        "web.search",
        "search.serp",
        "lead.search"
      ],
      "tags": [
        "hosted",
        "usage",
        "prepaid",
        "no-card",
        "free-tier",
        "mcp",
        "remote-mcp",
        "mcp-registry",
        "llms-txt",
        "openapi",
        "proxies",
        "python",
        "eu"
      ],
      "lastRelease": "2026-10-23",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 60,
        "grade": "C",
        "agentReady": false,
        "rank": 670,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 19,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 79,
          "payments": 40,
          "reliability": 45,
          "schema": 79,
          "security": 56,
          "transparency": 54
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-02"
        },
        "negative": 0,
        "verdict": "Paid MCP tools each take a free `quote_only` price check and idempotency keys, keys are read-only or full-access, and euro prices start at €0.15 per 1,000 plain pages. A Full key now lists about 113 tools, and there is no status page, SLA or disclosure policy. The terms claim ownership of all scraped data.",
        "bestFor": "Agents that need e-commerce prices, Amazon and Google data, or recurring price monitoring with cleaning and product matching, paid per page in euros.",
        "strengths": [
          "Every paid MCP tool takes `quote_only: true`, which returns the maximum price and wallet balance without spending, and each result reports its cost",
          "Separate key scopes (USER for REST, LLM_READ and LLM_FULL for MCP), hashed, revocable and listed with last-used time",
          "Public OpenAPI 3.1 at /v3/api-docs with an MCP subset, plus llms.txt, agents.md and pricing.md",
          "Prices per 1,000 pages published without login (€0.15 plain to €3.75 rendered with residential proxy), failed pages not charged, 5 free requests with no card",
          "Verified namespace `ai.scrapewise/scrapewise` in the official MCP registry since 6 October 2026"
        ],
        "weaknesses": [
          "No status page, SLA, security.txt, disclosure policy or certification found",
          "Terms of 29 October 2025 say all collected and derived data is owned by Scrapewise, with a perpetual, sublicensable licence",
          "A Full key lists every tool, 113 in the catalogue, since 22 October 2026, with no toolset to narrow it",
          "Signup and every wallet top-up (Stripe Checkout, €5 to €1,000) need a person in a browser, and there is no machine payment protocol",
          "The prompt-injection contract relies on a `type: \"scraped\"` content block that the MCP specification does not define"
        ],
        "agentNotes": [
          "Call each paid tool with `quote_only: true` first, then repeat with the same `idempotency_key` so a retry is charged once",
          "Expect about 113 tools from a Full key; use a Read key, which lists 48 read tools, when the task only reads saved rows or job results",
          "Use an LLM_READ key unless the task needs paid tools or writes, since LLM_FULL has no per-tool consent",
          "Treat 402 WALLET_INSUFFICIENT_BALANCE as final and ask the user to top up; on 429 wait for Retry-After, on 429 cost_exceeded wait for the next hour, and stop a run before deleting its scraper (409 SCRAPER_RUN_ACTIVE)",
          "Scrape many addresses with one `scrapewise_run_scraper_url_list` call (up to 5,000) and retry with the same name, never one scraper per address"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 60
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 79,
          "payments": 40,
          "reliability": 45,
          "schema": 79,
          "security": 56,
          "transparency": 38
        },
        "provenanceScore": 69,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-02",
            "maintenance": "2026-11-02",
            "payments": "2026-11-02",
            "reliability": "2026-11-02",
            "schema": "2026-11-02",
            "security": "2026-11-02",
            "transparency": "2026-11-02"
          },
          "last": "2026-11-02",
          "lastMoved": "2026-11-02",
          "oldest": "2026-11-02",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "pip install scrapewise",
        "http": "curl -H \"Authorization: Bearer $SCRAPEWISE_KEY\" https://portal.scrapewise.ai/api/scraper-api/api/key/whoami",
        "claudeCode": "claude mcp add scrapewise --transport http https://mcp.scrapewise.ai/mcp --header 'Authorization: Bearer YOUR_SCRAPEWISE_API_KEY'",
        "config": {
          "mcpServers": {
            "scrapewise": {
              "headers": {
                "Authorization": "Bearer YOUR_SCRAPEWISE_API_KEY"
              },
              "url": "https://mcp.scrapewise.ai/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/scrapewise"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Plain page",
          "unit": "1k-pages",
          "usd": 0.17,
          "note": "€0.15, converted at the ECB rate of 15 October 2026 (1.1208)"
        },
        {
          "item": "Rendered page",
          "unit": "1k-pages",
          "usd": 0.84,
          "note": "€0.75"
        },
        {
          "item": "Residential proxy page",
          "unit": "1k-pages",
          "usd": 1.68,
          "note": "€1.50"
        },
        {
          "item": "Rendered page with residential proxy",
          "unit": "1k-pages",
          "usd": 4.2,
          "note": "€3.75"
        },
        {
          "item": "Google search",
          "unit": "1k-requests",
          "usd": 1.68,
          "note": "€1.50"
        },
        {
          "item": "MCP credit",
          "unit": "credit",
          "usd": 0.000168,
          "note": "€0.00015, the price of one plain page"
        }
      ],
      "provenance": {
        "legalEntity": "BEBOTECH OÜ",
        "domain": "scrapewise.ai",
        "domainRegistered": "2025-05-19",
        "endpointOnVendorDomain": true,
        "terms": "https://scrapewise.ai/terms-of-service",
        "privacy": "https://scrapewise.ai/privacy-policy",
        "statusPage": "",
        "changelog": "https://docs.scrapewise.ai/changelog",
        "securityTxt": "none",
        "checked": "2026-10-15",
        "notes": [
          "BEBOTECH OÜ is named as author in the PyPI metadata of scrapewise and langchain-scrapewise and in the scrapewise-python licence. The terms and privacy policy name only Scrapewise.ai, under Estonian law.",
          "Terms of service and privacy policy are both effective 29 October 2025. The terms contain no clause on automated access to the website.",
          "scrapewise.ai/robots.txt allows all crawlers and names ClaudeBot and anthropic-ai as allowed. docs.scrapewise.ai/robots.txt allows all.",
          "RDAP gives scrapewise.ai a registration date of 19 May 2025.",
          "/.well-known/security.txt and /security.txt return 404. No status page found."
        ],
        "score": 69
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapewise.json",
      "live": {
        "slug": "scrapewise",
        "probe": {
          "target": "https://mcp.scrapewise.ai/mcp",
          "method": "get",
          "lastAt": "2026-11-07T18:20:52.721918663Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 234,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 99.58,
          "uptime30d": 99.98,
          "p50ms24h": 163,
          "p95ms24h": 243,
          "samples24h": 239,
          "samples30d": 5528,
          "days": [
            {
              "date": "2026-10-16",
              "probes": 151,
              "ok": 151
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-18",
              "probes": 256,
              "ok": 256
            },
            {
              "date": "2026-10-19",
              "probes": 255,
              "ok": 255
            },
            {
              "date": "2026-10-20",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-21",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-22",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-23",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-24",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-25",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-26",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-27",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-28",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-29",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-30",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-31",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-11-01",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-11-02",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-11-03",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-11-04",
              "probes": 246,
              "ok": 246
            },
            {
              "date": "2026-11-05",
              "probes": 185,
              "ok": 185
            },
            {
              "date": "2026-11-06",
              "probes": 241,
              "ok": 241
            },
            {
              "date": "2026-11-07",
              "probes": 187,
              "ok": 186
            }
          ]
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "ai.scrapewise/scrapewise",
            "version": "0.1.1",
            "seenAt": "2026-11-07T18:16:28.95801333Z"
          },
          {
            "registry": "pypi",
            "name": "langchain-scrapewise",
            "version": "0.1.0",
            "released": "2026-10-07",
            "seenAt": "2026-11-07T00:03:36.431344211Z"
          },
          {
            "registry": "pypi",
            "name": "scrapewise",
            "version": "0.1.0",
            "released": "2026-10-07",
            "seenAt": "2026-11-07T00:03:36.211882908Z"
          }
        ],
        "githubStars": 1,
        "pypiWeekly": 3,
        "securityTxt": {
          "url": "https://scrapewise.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T16:01:37.134948684Z"
        },
        "llmsTxt": {
          "url": "https://scrapewise.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:33:52.925638381Z"
        },
        "domain": {
          "domain": "scrapewise.ai",
          "registered": "2025-05-19",
          "source": "https://rdap.identitydigital.services/rdap/domain/scrapewise.ai",
          "checkedAt": "2026-11-01T14:16:04.618199498Z"
        },
        "pages": [
          {
            "url": "https://docs.scrapewise.ai/changelog",
            "kind": "changelog",
            "status": 304,
            "checkedAt": "2026-11-07T14:07:51.474209899Z",
            "changedAt": "2026-11-05T12:31:39.937978708Z",
            "fingerprint": "b3e50c597462"
          },
          {
            "url": "https://scrapewise.ai/privacy-policy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-11-07T14:19:13.502219558Z",
            "changedAt": "2026-10-28T04:42:45.131846146Z",
            "fingerprint": "cc92fcdfe4d5"
          },
          {
            "url": "https://scrapewise.ai/terms-of-service",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-11-07T14:19:15.553134559Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "e020071fdbd3"
          }
        ],
        "mcpTools": {
          "url": "https://mcp.scrapewise.ai/mcp",
          "checkedAt": "2026-11-07T01:47:31.141439879Z",
          "status": "auth",
          "note": "asks for credentials before listing its tools",
          "changedAt": "2026-10-07T21:27:38.119254487Z"
        },
        "github": {
          "repo": "bebotech-ou/scrapewise-mcp",
          "checkedAt": "2026-11-02T08:35:10.657291897Z",
          "stars": 1,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-10-13T07:52:25Z",
          "openIssues": 2,
          "openPRs": 0,
          "issuesOpened90d": 2,
          "issuesClosed90d": 0,
          "prsMerged90d": 2,
          "replies": {
            "sampled": 2,
            "unanswered": 2
          }
        },
        "updatedAt": "2026-11-07T18:20:52.721918663Z"
      }
    },
    "edges": [
      {
        "by": 19,
        "category": "ergonomics",
        "leads": "crw",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "11 compact MCP tools, two of them the data-source tools added in 0.41.0. Content is capped near 15,000 characters with `truncated: true` and a resume offset, and map returns at most 100 URLs by default (20 of 25). Formats, main-content filtering, include and exclude selectors, maxLength, startIndex, limit and crawl depth and page caps (20). Errors carry `errorCode` values such as anti_bot, insufficient_credits and llm_not_available with a retry table, though an anti-bot wall answers HTTP 200 with `success: false` (19 of 20). Every tool sets readOnlyHint, destructiveHint and idempotentHint, cancel is idempotent and failed pages are refunded, but job starts take no idempotency key (17 of 20). Only `url` is required, with official Python and TypeScript SDKs (15). 20 + 20 + 19 + 17 + 15 = 91.",
          "b": "Since 22 October 2026 a Full (LLM_FULL) key lists every tool, 113 in the tool catalogue and 114 operations in the MCP subset of the spec, and the `?toolsets=` address that kept the setup tools out of the default list is no longer documented, so more than 30 tools (5). A Read (LLM_READ) key lists only the read tools, a read-only subset of 48 (5 added back). Cursor pagination with `limit` up to 1,000, `q`, `sort`, `from` and `to` filters, and job results in pages of 100 (20). Error codes an agent can branch on, such as WALLET_INSUFFICIENT_BALANCE, scope_rejected, cost_exceeded, SCRAPER_RUN_ACTIVE and MCP_SHOP_LIMIT, with a troubleshooting table, though two envelope shapes are documented (16 of 20). Idempotency keys on paid tools and REST create and run, a same-name retry rule for list runs, and preview tokens before deletes. Annotations are documented but only some appear in the spec, and tools/list was not read (16 of 20). Few required fields and a free `quote_only` check, but only a Python SDK (10 of 15). 10 + 20 + 16 + 16 + 10 = 72."
        },
        "scores": {
          "a": 91,
          "b": 72
        }
      },
      {
        "by": 16,
        "category": "security",
        "leads": "scrapewise",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "The hosted MCP server publishes RFC 9728 metadata naming its own authorisation server, with PKCE S256, dynamic client registration and one scope, `mcp:tools`, and the API takes revocable Bearer keys from the dashboard. No key scopes or second scope found (22). The authentication page documents fastcrw.com/mcp/\u003cAPI_KEY\u003e as a way in, a key in the URL path, so less 10 (12 of 30). Tools mostly read, and data-source calls check approvals, but there is no read-only key or confirmation step for monitors (8 of 20). Managed LLM extraction, summaries and answers wrap scraped text in a nonce fence (crates/crw-extract/src/untrusted.rs), and the hardening guide treats pages as untrusted, but the MCP docs give agents no guidance on scraped content (7 of 15). Each response reports `creditsUsed`; no per-call log in the docs (5 of 15). SECURITY.md names security@fastcrw.com and GitHub private reporting with a 48-hour acknowledgement, and CI runs CodeQL and OpenSSF Scorecard. security.txt answers 404, and no bounty or certification found (8 of 20). 12 + 8 + 7 + 5 + 8 = 40.",
          "b": "Scoped keys (USER for REST, LLM_READ and LLM_FULL for MCP) stored as hashes, revocable at once, several per account with last-used time, rotated by mint and revoke. No expiry and no finer scopes (26 of 30). LLM_READ cannot run paid tools or write, and deletes need a preview token committed within 5 minutes. Since 22 October the setup and destructive tools are no longer opt-in for a Full key, and LLM_FULL has no per-tool consent (16 of 20). A documented prompt-injection contract and guidance, but it rests on a `type: \"scraped\"` content block that the MCP specification of 25 November 2025 does not define, and the docs' statement that Anthropic's clients honour it by default was not confirmed (8 of 15). Every call is logged with a correlation id and key prefix and the wallet ledger itemises charges, but the operator sees logs only through support (6 of 15). No security.txt, disclosure policy, bug bounty or certification found, security.txt still 404 on 2 November (0 of 20)."
        },
        "scores": {
          "a": 40,
          "b": 56
        }
      },
      {
        "by": 14,
        "category": "maintenance",
        "leads": "crw",
        "name": "Maintenance \u0026 community",
        "reasons": {
          "a": "v0.41.0 on 4 November 2026, matching the registry and npm (30). 16 dated releases in the 90 days from 8 August, from 0.37.0 to 0.41.0 (20). Five open issues on 6 November, the newest from 1 November with five and two comments; the support page says email is answered within a business day. Reply authors weren't read (18 of 25). In the official MCP registry as io.github.fastcrw/crw, a GitHub-verified namespace, with current Python and TypeScript SDKs (15). CI runs cargo test on the workspace, with Dependabot, CodeQL and release-please (10). 30 + 20 + 18 + 15 + 10 = 93.",
          "b": "Read as a closed service. Changelog items dated 18, 20, 21, 22 and 23 October 2026 (30). At least three dated changes in 90 days, the September entry and the October items among them (20). A public changelog, a support address and site chat. Two outside issues on the MCP repository from 11 and 15 October had no reply per the 15 October check; GitHub's issue pages couldn't be read on 2 November (8 of 15). Verified namespace in the official MCP registry, version 0.1.1 still the latest on 2 November (15). The Python SDK has CI and trusted publishing at version 0.1.0, Beta, with no commit since 7 October (6 of 10). 30 + 20 + 8 + 15 + 6 = 79."
        },
        "scores": {
          "a": 93,
          "b": 79
        }
      },
      {
        "by": 12,
        "category": "schema",
        "leads": "crw",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "OpenAPI 3.1 for 11 paths at version 0.41.0 in docs/openapi.json, checked against the server in CI, and typed JSON Schema inputs on every MCP tool (25). llms.txt (86 lines), llms-full.txt and Markdown sources for every docs page (10). Tool descriptions state purpose and how to chain them (crawl returns a job id to poll, map returns URLs only, extract needs an LLM), and the docs have a choose-an-endpoint page, but few descriptions say when not to use a tool (14 of 20). Inputs are typed with required fields and a renderer enum, though crawl and extract take a free-form JSON Schema object (12 of 15). Examples on every page and an errors page with each HTTP status, errorCode and next step (15). Semver releases with a dated CHANGELOG that flags breaking changes (15). 25 + 10 + 14 + 12 + 15 + 15 = 91.",
          "b": "Public OpenAPI 3.1 for the whole REST surface (247 operations on 2 November, 224 on 15 October) and an MCP subset (114 operations, 93 on 15 October), and MCP tools are generated from it with JSON Schema inputs (25). llms.txt, agents.md and pricing.md on scrapewise.ai, though docs.scrapewise.ai has no llms.txt (10). The data tools' descriptions say when to use each, what it returns, its price and that it is free or paid. Setup tools carry one-line descriptions (16 of 20). Required fields are marked and there are 55 enums in the MCP subset, but limits such as 1 to 20 results sit in prose, not as constraints, and paid tools wrap arguments in a `body` object (10 of 15). Request examples throughout, error codes listed with fixes, but the docs show two error envelope shapes and the MCP subset documents only 200, 204, 400 and 402 (10 of 15). A changelog with six entries, the newest items dated by day up to 23 October 2026, one evolving spec with no version prefix, and a one-release deprecation rule (8 of 15)."
        },
        "scores": {
          "a": 91,
          "b": 79
        }
      },
      {
        "by": 6,
        "category": "transparency",
        "leads": "crw",
        "name": "Transparency \u0026 trust",
        "reasons": {
          "a": "The engine and MCP server are AGPL-3.0 and the SDKs MIT, while the hosted control plane is closed under terms that name no legal entity (25 of 30). The terms say crawled data is handled transiently with zero data retention for approved accounts, but the privacy policy is undated, names no controller, gives no retention periods and mentions no DPA (10 of 30). The CHANGELOG flags breaking changes, deprecated v2 extract routes return a warning on every response, and the October 2026 402 change is dated in the docs, with no standing notice policy (10 of 20). Local data-source telemetry is disclosed with an opt-out. The privacy policy names Stripe, Google Analytics, Google Ads and an X pixel, but infrastructure and search providers are unnamed and no data location is given (8 of 20). 25 + 10 + 10 + 8 = 53.",
          "b": "Closed service with terms under Estonian law, but the terms name no legal entity and claim ownership of all collected and derived data. The MCP manifest and Python SDK are MIT (15 of 30). The 90-day retention agrees across the terms, pricing.md and billing docs. The privacy policy still speaks of subscriptions and plan limits, calls service data confidential while the terms claim ownership of it, and no DPA or retention period for logs was found (10 of 30). The API reference states a one-release deprecation rule and the changelog records changed columns with old rows left as they were (8 of 20). Analytics tools on the website named, chat stored on Hetzner in Germany, Stripe and Firebase named in the docs, but no subprocessor list or data locations for the service (5 of 20)."
        },
        "scores": {
          "a": 60,
          "b": 54
        }
      },
      {
        "by": 5,
        "category": "reliability",
        "leads": "crw",
        "name": "Reliability",
        "reasons": {
          "a": "Graded on the hosted lines, for the hosted API and MCP server an agent would call; the self-hosted engine would read higher on the local lines. fastcrw.com/status is a first-party page with a live health check and a 99.9% monthly uptime objective, but no components with history (10 of 20). It lists no incidents and keeps no history we could read (5). Concurrency per plan is published, 3 on Free to 150 on Scale, while the request-rate guard above it is deliberately unpublished (12 of 15). The rate-limits page documents Retry-After and X-RateLimit headers, gives exponential backoff code, and separates 429 (retry) from 402 (stop). No idempotency keys for crawl, extract or monitor starts (13 of 15). Pricing mentions an SLA only as 'Premier + SLA' on Enterprise, with no terms, and the terms promise no uptime (0). The hosted service is sold on paid plans with no beta label, though the engine is at 0.41.0 (10). 10 + 5 + 12 + 13 + 0 + 10 = 50.",
          "b": "Read with the hosted lines. No status page found on scrapewise.ai, the docs, llms.txt or agents.md on 2 November 2026 (0). No readable incident history (5). Rate limits documented with numbers, per account per second and per day by plan (30 a second and 50,000 a day on STARTER up to 1,000 and 100,000,000 on BUSINESS, 2 a second unauthenticated), and 30 requests a second per key on the MCP gateway, plus an hourly cost ceiling there (15). 429 carries Retry-After and X-RateLimit-Remaining, Idempotency-Key is supported on scraper create and run, and paid MCP tools take an idempotency_key remembered for 24 hours (15). No SLA found (0). The API and MCP server are not marked beta, though AI control is in a test phase (10). 0 + 5 + 15 + 15 + 0 + 10 = 45."
        },
        "scores": {
          "a": 50,
          "b": 45
        }
      }
    ],
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Nanofy OÜ",
        "b": "BEBOTECH OÜ",
        "name": "Vendor"
      },
      {
        "a": "https://fastcrw.com/mcp",
        "b": "https://mcp.scrapewise.ai/mcp",
        "name": "Hosted endpoint"
      },
      {
        "a": "stdio, Streamable HTTP",
        "b": "Streamable HTTP",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "AGPL-3.0",
        "b": "none",
        "name": "Licence"
      },
      {
        "a": "11",
        "b": "113",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "io.github.fastcrw/crw",
        "b": "ai.scrapewise/scrapewise",
        "name": "MCP registry"
      },
      {
        "a": "2026-11-04",
        "b": "2026-10-23",
        "name": "Last release"
      },
      {
        "a": "2026-04-04",
        "b": "2025-10-29",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "2025-10-29",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "1.2k stars, 881 npm/wk",
        "b": "1 stars, 30 PyPI/wk",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "fastCRW scores 64.3 (B) on agent readiness against Scrapewise's 60 (C), and leads in 5 of 7 scored categories. Scrapewise leads on security \u0026 auth and payments \u0026 pricing.",
        "question": "Which is better for AI agents, fastCRW or Scrapewise?"
      },
      {
        "answer": "fastCRW takes an API key or an OAuth sign-in. Scrapewise needs an API key.",
        "question": "Do fastCRW and Scrapewise need an API key?"
      },
      {
        "answer": "Yes. fastCRW has a hosted endpoint at https://fastcrw.com/mcp and Scrapewise at https://mcp.scrapewise.ai/mcp.",
        "question": "Can an agent call fastCRW and Scrapewise without installing anything?"
      },
      {
        "answer": "fastCRW is open source (AGPL-3.0). No open-source release is listed for Scrapewise.",
        "question": "Are fastCRW and Scrapewise open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 50 against 45",
          "Schema \u0026 documentation, 91 against 79",
          "Agent ergonomics, 91 against 72",
          "Maintenance \u0026 community, 93 against 79",
          "Transparency \u0026 trust, 60 against 54"
        ],
        "also": [
          "Runs on your own machine",
          "Open source"
        ],
        "goodFor": "Agents that want Firecrawl-style scrape, crawl, map, search and extract at lower per-page cost, or a small self-hosted engine.",
        "slug": "crw",
        "watchFor": "The status page shows a live check and an uptime objective but no incident history"
      },
      {
        "aheadOn": [
          "Security \u0026 auth, 56 against 40",
          "Payments \u0026 pricing, 40 against 35"
        ],
        "also": null,
        "goodFor": "Agents that need e-commerce prices, Amazon and Google data, or recurring price monitoring with cleaning and product matching, paid per page in euros.",
        "slug": "scrapewise",
        "watchFor": "No status page, SLA, security.txt, disclosure policy or certification found"
      }
    ],
    "history": {
      "crw": null,
      "scrapewise": [
        {
          "causes": [
            "product"
          ],
          "date": "2026-11-02",
          "delta": -2.6,
          "from": 62.6,
          "fromGrade": "B",
          "to": 60,
          "toGrade": "C"
        },
        {
          "causes": [
            "evidence"
          ],
          "date": "2026-10-27",
          "delta": 0.1,
          "from": 62.5,
          "fromGrade": "B",
          "to": 62.6,
          "toGrade": "B"
        }
      ]
    },
    "job": {
      "capability": "web.scrape",
      "name": "Scraping"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/bright-data-vs-crw.json",
        "title": "Bright Data vs fastCRW",
        "url": "https://www.anchorterminal.com/compare/bright-data-vs-crw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bright-data-vs-scrapewise.json",
        "title": "Bright Data vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/bright-data-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browseract-vs-crw.json",
        "title": "BrowserAct vs fastCRW",
        "url": "https://www.anchorterminal.com/compare/browseract-vs-crw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/browseract-vs-scrapewise.json",
        "title": "BrowserAct vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/browseract-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-dev-vs-crw.json",
        "title": "Context.dev vs fastCRW",
        "url": "https://www.anchorterminal.com/compare/context-dev-vs-crw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-dev-vs-scrapewise.json",
        "title": "Context.dev vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/context-dev-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crawl4ai-vs-crw.json",
        "title": "Crawl4AI vs fastCRW",
        "url": "https://www.anchorterminal.com/compare/crawl4ai-vs-crw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crawl4ai-vs-scrapewise.json",
        "title": "Crawl4AI vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/crawl4ai-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-decodo.json",
        "title": "fastCRW vs Decodo Web Data API",
        "url": "https://www.anchorterminal.com/compare/crw-vs-decodo"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-diffbot.json",
        "title": "fastCRW vs Diffbot",
        "url": "https://www.anchorterminal.com/compare/crw-vs-diffbot"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-jevcrawl.json",
        "title": "fastCRW vs jevcrawl",
        "url": "https://www.anchorterminal.com/compare/crw-vs-jevcrawl"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-jina-reader.json",
        "title": "fastCRW vs Jina Reader",
        "url": "https://www.anchorterminal.com/compare/crw-vs-jina-reader"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-microlink.json",
        "title": "fastCRW vs Microlink",
        "url": "https://www.anchorterminal.com/compare/crw-vs-microlink"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-olostep.json",
        "title": "fastCRW vs Olostep",
        "url": "https://www.anchorterminal.com/compare/crw-vs-olostep"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-outcrawl.json",
        "title": "fastCRW vs Outcrawl",
        "url": "https://www.anchorterminal.com/compare/crw-vs-outcrawl"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-oxylabs-web-scraper.json",
        "title": "fastCRW vs Oxylabs Web Scraper API",
        "url": "https://www.anchorterminal.com/compare/crw-vs-oxylabs-web-scraper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-scrape-do.json",
        "title": "fastCRW vs Scrape.do",
        "url": "https://www.anchorterminal.com/compare/crw-vs-scrape-do"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-scrapegraphai.json",
        "title": "fastCRW vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/crw-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-scrapeless.json",
        "title": "fastCRW vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/crw-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-scrapeops.json",
        "title": "fastCRW vs ScrapeOps Proxy API Aggregator",
        "url": "https://www.anchorterminal.com/compare/crw-vs-scrapeops"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-scraperapi.json",
        "title": "fastCRW vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/crw-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-scrapfly.json",
        "title": "fastCRW vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/crw-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-scrapingant.json",
        "title": "fastCRW vs ScrapingAnt",
        "url": "https://www.anchorterminal.com/compare/crw-vs-scrapingant"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-scrapingbee.json",
        "title": "fastCRW vs ScrapingBee",
        "url": "https://www.anchorterminal.com/compare/crw-vs-scrapingbee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-scrapingdog.json",
        "title": "fastCRW vs Scrapingdog",
        "url": "https://www.anchorterminal.com/compare/crw-vs-scrapingdog"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-spider-cloud.json",
        "title": "fastCRW vs Spider",
        "url": "https://www.anchorterminal.com/compare/crw-vs-spider-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-webscraping-ai.json",
        "title": "fastCRW vs WebScraping.AI",
        "url": "https://www.anchorterminal.com/compare/crw-vs-webscraping-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-zenrows.json",
        "title": "fastCRW vs ZenRows",
        "url": "https://www.anchorterminal.com/compare/crw-vs-zenrows"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-zyte.json",
        "title": "fastCRW vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/crw-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/decodo-vs-scrapewise.json",
        "title": "Decodo Web Data API vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/decodo-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapewise.json",
        "title": "Jina Reader vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/microlink-vs-scrapewise.json",
        "title": "Microlink vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/microlink-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapewise.json",
        "title": "Olostep vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapewise.json",
        "title": "Outcrawl vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapewise.json",
        "title": "Oxylabs Web Scraper API vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrape-do-vs-scrapewise.json",
        "title": "Scrape.do vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/scrape-do-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapewise.json",
        "title": "ScrapeGraphAI vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapewise.json",
        "title": "Scrapeless vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/scrapeless-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapewise.json",
        "title": "ScraperAPI vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapfly.json",
        "title": "Scrapewise vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapingant.json",
        "title": "Scrapewise vs ScrapingAnt",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapingant"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapingbee.json",
        "title": "Scrapewise vs ScrapingBee",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapingbee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapingdog.json",
        "title": "Scrapewise vs Scrapingdog",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-scrapingdog"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-spider-cloud.json",
        "title": "Scrapewise vs Spider",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-spider-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-webscraping-ai.json",
        "title": "Scrapewise vs WebScraping.AI",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-webscraping-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-zenrows.json",
        "title": "Scrapewise vs ZenRows",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-zenrows"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-zyte.json",
        "title": "Scrapewise vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-firecrawl-mcp.json",
        "title": "fastCRW vs Firecrawl MCP",
        "url": "https://www.anchorterminal.com/compare/crw-vs-firecrawl-mcp"
      },
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise.json",
        "title": "Firecrawl MCP vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-qovia.json",
        "title": "fastCRW vs Qovia",
        "url": "https://www.anchorterminal.com/compare/crw-vs-qovia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-scrapeatlas.json",
        "title": "fastCRW vs ScrapeAtlas",
        "url": "https://www.anchorterminal.com/compare/crw-vs-scrapeatlas"
      },
      {
        "json": "https://www.anchorterminal.com/compare/crw-vs-soldfetch.json",
        "title": "fastCRW vs SoldFetch",
        "url": "https://www.anchorterminal.com/compare/crw-vs-soldfetch"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diffbot-vs-scrapewise.json",
        "title": "Diffbot vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qovia-vs-scrapewise.json",
        "title": "Qovia vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/qovia-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapewise.json",
        "title": "ScrapeAtlas vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapewise-vs-soldfetch.json",
        "title": "Scrapewise vs SoldFetch",
        "url": "https://www.anchorterminal.com/compare/scrapewise-vs-soldfetch"
      },
      {
        "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-crw.json",
        "title": "Apify MCP Server vs fastCRW",
        "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-crw"
      },
      {
        "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapewise.json",
        "title": "Apify MCP Server vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.json",
        "title": "jevcrawl vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeops-vs-scrapewise.json",
        "title": "ScrapeOps Proxy API Aggregator vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/scrapeops-vs-scrapewise"
      }
    ],
    "panel": null,
    "scores": [
      {
        "by": 5,
        "crw": 50,
        "edge": "crw",
        "key": "reliability",
        "name": "Reliability",
        "scrapewise": 45,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 12,
        "crw": 91,
        "edge": "crw",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "scrapewise": 79,
        "weight": 13
      },
      {
        "by": 19,
        "crw": 91,
        "edge": "crw",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "scrapewise": 72,
        "weight": 13
      },
      {
        "by": 16,
        "crw": 40,
        "edge": "scrapewise",
        "key": "security",
        "name": "Security \u0026 auth",
        "scrapewise": 56,
        "weight": 14
      },
      {
        "by": 5,
        "crw": 35,
        "edge": "scrapewise",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "scrapewise": 40,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 14,
        "crw": 93,
        "edge": "crw",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "scrapewise": 79,
        "weight": 7
      },
      {
        "by": 6,
        "crw": 60,
        "edge": "crw",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "scrapewise": 54,
        "weight": 7
      }
    ],
    "summary": "fastCRW scores 64.3 (B) on agent readiness against Scrapewise's 60 (C), and leads in 5 of 7 scored categories. Scrapewise leads on security \u0026 auth and payments \u0026 pricing. Both do scraping.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "crw": "Agents get 11 compact, annotated MCP tools with bounded output, a public OpenAPI spec, refunds on failed pages and a free self-hosted engine. The hosted service has no status history, publishes no SLA terms, names its operator only on the support page, and documents an MCP address with the API key in the URL path.",
      "scrapewise": "Paid MCP tools each take a free `quote_only` price check and idempotency keys, keys are read-only or full-access, and euro prices start at €0.15 per 1,000 plain pages. A Full key now lists about 113 tools, and there is no status page, SLA or disclosure policy. The terms claim ownership of all scraped data."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/crw-vs-scrapewise",
    "json": "https://www.anchorterminal.com/compare/crw-vs-scrapewise.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/crw-vs-scrapewise.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/crw-vs-scrapewise.min.md"
  },
  "markdown": "fastCRW scores 64.3 (B) on agent readiness against Scrapewise's 60 (C), and leads in 5 of 7 scored categories. Scrapewise leads on security \u0026 auth and payments \u0026 pricing. Both do scraping.\n\n- fastCRW: grade B, 64.3/100, rank #478 of 1486. Markdown https://www.anchorterminal.com/tools/crw.md · JSON https://www.anchorterminal.com/api/v1/tools/crw.json\n- Scrapewise: grade C, 60/100, rank #670 of 1486. Markdown https://www.anchorterminal.com/tools/scrapewise.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapewise.json\n- Best web scraping and crawling APIs for AI agents: https://www.anchorterminal.com/best/web-scrapers/index.md\n- All 501 scrapers comparisons: https://www.anchorterminal.com/compare/web-scrapers/index.md\n\n## Which one, for what\n\n### fastCRW (B)\n\nGood for: Agents that want Firecrawl-style scrape, crawl, map, search and extract at lower per-page cost, or a small self-hosted engine.\n\nAhead on:\n- Reliability, 50 against 45\n- Schema \u0026 documentation, 91 against 79\n- Agent ergonomics, 91 against 72\n- Maintenance \u0026 community, 93 against 79\n- Transparency \u0026 trust, 60 against 54\n\nAlso in its favour:\n- Runs on your own machine\n- Open source\n\nWatch for: The status page shows a live check and an uptime objective but no incident history\n\n### Scrapewise (C)\n\nGood for: Agents that need e-commerce prices, Amazon and Google data, or recurring price monitoring with cleaning and product matching, paid per page in euros.\n\nAhead on:\n- Security \u0026 auth, 56 against 40\n- Payments \u0026 pricing, 40 against 35\n\nWatch for: No status page, SLA, security.txt, disclosure policy or certification found\n\n\n## Why the edge\n\n### Agent ergonomics: fastCRW +19\n\n- fastCRW (91): 11 compact MCP tools, two of them the data-source tools added in 0.41.0. Content is capped near 15,000 characters with `truncated: true` and a resume offset, and map returns at most 100 URLs by default (20 of 25). Formats, main-content filtering, include and exclude selectors, maxLength, startIndex, limit and crawl depth and page caps (20). Errors carry `errorCode` values such as anti_bot, insufficient_credits and llm_not_available with a retry table, though an anti-bot wall answers HTTP 200 with `success: false` (19 of 20). Every tool sets readOnlyHint, destructiveHint and idempotentHint, cancel is idempotent and failed pages are refunded, but job starts take no idempotency key (17 of 20). Only `url` is required, with official Python and TypeScript SDKs (15). 20 + 20 + 19 + 17 + 15 = 91.\n- Scrapewise (72): Since 22 October 2026 a Full (LLM_FULL) key lists every tool, 113 in the tool catalogue and 114 operations in the MCP subset of the spec, and the `?toolsets=` address that kept the setup tools out of the default list is no longer documented, so more than 30 tools (5). A Read (LLM_READ) key lists only the read tools, a read-only subset of 48 (5 added back). Cursor pagination with `limit` up to 1,000, `q`, `sort`, `from` and `to` filters, and job results in pages of 100 (20). Error codes an agent can branch on, such as WALLET_INSUFFICIENT_BALANCE, scope_rejected, cost_exceeded, SCRAPER_RUN_ACTIVE and MCP_SHOP_LIMIT, with a troubleshooting table, though two envelope shapes are documented (16 of 20). Idempotency keys on paid tools and REST create and run, a same-name retry rule for list runs, and preview tokens before deletes. Annotations are documented but only some appear in the spec, and tools/list was not read (16 of 20). Few required fields and a free `quote_only` check, but only a Python SDK (10 of 15). 10 + 20 + 16 + 16 + 10 = 72.\n\n### Security \u0026 auth: Scrapewise +16\n\n- fastCRW (40): The hosted MCP server publishes RFC 9728 metadata naming its own authorisation server, with PKCE S256, dynamic client registration and one scope, `mcp:tools`, and the API takes revocable Bearer keys from the dashboard. No key scopes or second scope found (22). The authentication page documents fastcrw.com/mcp/\u003cAPI_KEY\u003e as a way in, a key in the URL path, so less 10 (12 of 30). Tools mostly read, and data-source calls check approvals, but there is no read-only key or confirmation step for monitors (8 of 20). Managed LLM extraction, summaries and answers wrap scraped text in a nonce fence (crates/crw-extract/src/untrusted.rs), and the hardening guide treats pages as untrusted, but the MCP docs give agents no guidance on scraped content (7 of 15). Each response reports `creditsUsed`; no per-call log in the docs (5 of 15). SECURITY.md names security@fastcrw.com and GitHub private reporting with a 48-hour acknowledgement, and CI runs CodeQL and OpenSSF Scorecard. security.txt answers 404, and no bounty or certification found (8 of 20). 12 + 8 + 7 + 5 + 8 = 40.\n- Scrapewise (56): Scoped keys (USER for REST, LLM_READ and LLM_FULL for MCP) stored as hashes, revocable at once, several per account with last-used time, rotated by mint and revoke. No expiry and no finer scopes (26 of 30). LLM_READ cannot run paid tools or write, and deletes need a preview token committed within 5 minutes. Since 22 October the setup and destructive tools are no longer opt-in for a Full key, and LLM_FULL has no per-tool consent (16 of 20). A documented prompt-injection contract and guidance, but it rests on a `type: \"scraped\"` content block that the MCP specification of 25 November 2025 does not define, and the docs' statement that Anthropic's clients honour it by default was not confirmed (8 of 15). Every call is logged with a correlation id and key prefix and the wallet ledger itemises charges, but the operator sees logs only through support (6 of 15). No security.txt, disclosure policy, bug bounty or certification found, security.txt still 404 on 2 November (0 of 20).\n\n### Maintenance \u0026 community: fastCRW +14\n\n- fastCRW (93): v0.41.0 on 4 November 2026, matching the registry and npm (30). 16 dated releases in the 90 days from 8 August, from 0.37.0 to 0.41.0 (20). Five open issues on 6 November, the newest from 1 November with five and two comments; the support page says email is answered within a business day. Reply authors weren't read (18 of 25). In the official MCP registry as io.github.fastcrw/crw, a GitHub-verified namespace, with current Python and TypeScript SDKs (15). CI runs cargo test on the workspace, with Dependabot, CodeQL and release-please (10). 30 + 20 + 18 + 15 + 10 = 93.\n- Scrapewise (79): Read as a closed service. Changelog items dated 18, 20, 21, 22 and 23 October 2026 (30). At least three dated changes in 90 days, the September entry and the October items among them (20). A public changelog, a support address and site chat. Two outside issues on the MCP repository from 11 and 15 October had no reply per the 15 October check; GitHub's issue pages couldn't be read on 2 November (8 of 15). Verified namespace in the official MCP registry, version 0.1.1 still the latest on 2 November (15). The Python SDK has CI and trusted publishing at version 0.1.0, Beta, with no commit since 7 October (6 of 10). 30 + 20 + 8 + 15 + 6 = 79.\n\n### Schema \u0026 documentation: fastCRW +12\n\n- fastCRW (91): OpenAPI 3.1 for 11 paths at version 0.41.0 in docs/openapi.json, checked against the server in CI, and typed JSON Schema inputs on every MCP tool (25). llms.txt (86 lines), llms-full.txt and Markdown sources for every docs page (10). Tool descriptions state purpose and how to chain them (crawl returns a job id to poll, map returns URLs only, extract needs an LLM), and the docs have a choose-an-endpoint page, but few descriptions say when not to use a tool (14 of 20). Inputs are typed with required fields and a renderer enum, though crawl and extract take a free-form JSON Schema object (12 of 15). Examples on every page and an errors page with each HTTP status, errorCode and next step (15). Semver releases with a dated CHANGELOG that flags breaking changes (15). 25 + 10 + 14 + 12 + 15 + 15 = 91.\n- Scrapewise (79): Public OpenAPI 3.1 for the whole REST surface (247 operations on 2 November, 224 on 15 October) and an MCP subset (114 operations, 93 on 15 October), and MCP tools are generated from it with JSON Schema inputs (25). llms.txt, agents.md and pricing.md on scrapewise.ai, though docs.scrapewise.ai has no llms.txt (10). The data tools' descriptions say when to use each, what it returns, its price and that it is free or paid. Setup tools carry one-line descriptions (16 of 20). Required fields are marked and there are 55 enums in the MCP subset, but limits such as 1 to 20 results sit in prose, not as constraints, and paid tools wrap arguments in a `body` object (10 of 15). Request examples throughout, error codes listed with fixes, but the docs show two error envelope shapes and the MCP subset documents only 200, 204, 400 and 402 (10 of 15). A changelog with six entries, the newest items dated by day up to 23 October 2026, one evolving spec with no version prefix, and a one-release deprecation rule (8 of 15).\n\n### Transparency \u0026 trust: fastCRW +6\n\n- fastCRW (60): The engine and MCP server are AGPL-3.0 and the SDKs MIT, while the hosted control plane is closed under terms that name no legal entity (25 of 30). The terms say crawled data is handled transiently with zero data retention for approved accounts, but the privacy policy is undated, names no controller, gives no retention periods and mentions no DPA (10 of 30). The CHANGELOG flags breaking changes, deprecated v2 extract routes return a warning on every response, and the October 2026 402 change is dated in the docs, with no standing notice policy (10 of 20). Local data-source telemetry is disclosed with an opt-out. The privacy policy names Stripe, Google Analytics, Google Ads and an X pixel, but infrastructure and search providers are unnamed and no data location is given (8 of 20). 25 + 10 + 10 + 8 = 53.\n- Scrapewise (54): Closed service with terms under Estonian law, but the terms name no legal entity and claim ownership of all collected and derived data. The MCP manifest and Python SDK are MIT (15 of 30). The 90-day retention agrees across the terms, pricing.md and billing docs. The privacy policy still speaks of subscriptions and plan limits, calls service data confidential while the terms claim ownership of it, and no DPA or retention period for logs was found (10 of 30). The API reference states a one-release deprecation rule and the changelog records changed columns with old rows left as they were (8 of 20). Analytics tools on the website named, chat stored on Hetzner in Germany, Stripe and Firebase named in the docs, but no subprocessor list or data locations for the service (5 of 20).\n\n### Reliability: fastCRW +5\n\n- fastCRW (50): Graded on the hosted lines, for the hosted API and MCP server an agent would call; the self-hosted engine would read higher on the local lines. fastcrw.com/status is a first-party page with a live health check and a 99.9% monthly uptime objective, but no components with history (10 of 20). It lists no incidents and keeps no history we could read (5). Concurrency per plan is published, 3 on Free to 150 on Scale, while the request-rate guard above it is deliberately unpublished (12 of 15). The rate-limits page documents Retry-After and X-RateLimit headers, gives exponential backoff code, and separates 429 (retry) from 402 (stop). No idempotency keys for crawl, extract or monitor starts (13 of 15). Pricing mentions an SLA only as 'Premier + SLA' on Enterprise, with no terms, and the terms promise no uptime (0). The hosted service is sold on paid plans with no beta label, though the engine is at 0.41.0 (10). 10 + 5 + 12 + 13 + 0 + 10 = 50.\n- Scrapewise (45): Read with the hosted lines. No status page found on scrapewise.ai, the docs, llms.txt or agents.md on 2 November 2026 (0). No readable incident history (5). Rate limits documented with numbers, per account per second and per day by plan (30 a second and 50,000 a day on STARTER up to 1,000 and 100,000,000 on BUSINESS, 2 a second unauthenticated), and 30 requests a second per key on the MCP gateway, plus an hourly cost ceiling there (15). 429 carries Retry-After and X-RateLimit-Remaining, Idempotency-Key is supported on scraper create and run, and paid MCP tools take an idempotency_key remembered for 24 hours (15). No SLA found (0). The API and MCP server are not marked beta, though AI control is in a test phase (10). 0 + 5 + 15 + 15 + 0 + 10 = 45.\n\n## Score by category\n\n| Category | Weight | fastCRW | Scrapewise | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 45 | fastCRW +5 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 91 | 79 | fastCRW +12 |\n| Agent ergonomics | 13% (16.2 this run) | 91 | 72 | fastCRW +19 |\n| Security \u0026 auth | 14% (17.5 this run) | 40 | 56 | Scrapewise +16 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 35 | 40 | Scrapewise +5 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 93 | 79 | fastCRW +14 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 60 | 54 | fastCRW +6 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **64.3 · B** | **60 · C** | |\n\n## Facts side by side\n\n| Fact | fastCRW | Scrapewise |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Nanofy OÜ | BEBOTECH OÜ |\n| Hosted endpoint | `https://fastcrw.com/mcp` | `https://mcp.scrapewise.ai/mcp` |\n| Transports | stdio, Streamable HTTP | Streamable HTTP |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Pay per use |\n| x402 | no | no |\n| Licence | AGPL-3.0 | none |\n| Tools exposed | 11 | 113 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `io.github.fastcrw/crw` | `ai.scrapewise/scrapewise` |\n| Last release | 2026-11-04 | 2026-10-23 |\n| Terms last updated | 2026-04-04 | 2025-10-29 |\n| Privacy policy last updated | no date given | 2025-10-29 |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | yes | not found in the text |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 1.2k stars, 881 npm/wk | 1 stars, 30 PyPI/wk |\n| Agent reviews | none | 3/5 (4) |\n\n## How the scores have moved\n\n### fastCRW\n\nNo score change since it was listed.\n\n### Scrapewise\n\n- -2.6 on 2 November 2026 (B to C): product\n- +0.1 on 27 October 2026: new evidence\n\n## Verdicts\n\n**fastCRW.** Agents get 11 compact, annotated MCP tools with bounded output, a public OpenAPI spec, refunds on failed pages and a free self-hosted engine. The hosted service has no status history, publishes no SLA terms, names its operator only on the support page, and documents an MCP address with the API key in the URL path.\n\n**Scrapewise.** Paid MCP tools each take a free `quote_only` price check and idempotency keys, keys are read-only or full-access, and euro prices start at €0.15 per 1,000 plain pages. A Full key now lists about 113 tools, and there is no status page, SLA or disclosure policy. The terms claim ownership of all scraped data.\n\n## Before you call either\n\n### fastCRW\n\n1. Connect to https://fastcrw.com/mcp with OAuth rather than the /mcp/\u003cAPI_KEY\u003e address, so the key stays out of URLs and logs\n2. Branch on `errorCode`. Stop on 402 insufficient_credits or llm_not_available, and on 429 wait for Retry-After before retrying\n3. Check `success` as well as the HTTP status, since an anti-bot wall answers 200 with `success: false` and `errorCode: anti_bot`\n4. Pass `startIndex` from a truncated result to read the rest of a long page instead of setting `maxLength: 0`\n5. Use native /v1 routes for new work; /firecrawl/v2 is for Firecrawl SDK migrations and keeps the older 429 for empty balances\n\n### Scrapewise\n\n1. Call each paid tool with `quote_only: true` first, then repeat with the same `idempotency_key` so a retry is charged once\n2. Expect about 113 tools from a Full key; use a Read key, which lists 48 read tools, when the task only reads saved rows or job results\n3. Use an LLM_READ key unless the task needs paid tools or writes, since LLM_FULL has no per-tool consent\n4. Treat 402 WALLET_INSUFFICIENT_BALANCE as final and ask the user to top up; on 429 wait for Retry-After, on 429 cost_exceeded wait for the next hour, and stop a run before deleting its scraper (409 SCRAPER_RUN_ACTIVE)\n5. Scrape many addresses with one `scrapewise_run_scraper_url_list` call (up to 5,000) and retry with the same name, never one scraper per address\n\n## Questions\n\n### Which is better for AI agents, fastCRW or Scrapewise?\n\nfastCRW scores 64.3 (B) on agent readiness against Scrapewise's 60 (C), and leads in 5 of 7 scored categories. Scrapewise leads on security \u0026 auth and payments \u0026 pricing.\n\n### Do fastCRW and Scrapewise need an API key?\n\nfastCRW takes an API key or an OAuth sign-in. Scrapewise needs an API key.\n\n### Can an agent call fastCRW and Scrapewise without installing anything?\n\nYes. fastCRW has a hosted endpoint at https://fastcrw.com/mcp and Scrapewise at https://mcp.scrapewise.ai/mcp.\n\n### Are fastCRW and Scrapewise open source?\n\nfastCRW is open source (AGPL-3.0). No open-source release is listed for Scrapewise.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/crw-vs-scrapewise.json, and with the fewest tokens: https://www.anchorterminal.com/compare/crw-vs-scrapewise.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"crw\", \"b\": \"scrapewise\"}`. From a terminal: `anchor compare crw scrapewise`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/crw.json and https://www.anchorterminal.com/api/v1/tools/scrapewise.json\n\n## Other comparisons with fastCRW or Scrapewise\n\n- [Bright Data vs fastCRW](https://www.anchorterminal.com/compare/bright-data-vs-crw.md)\n- [Bright Data vs Scrapewise](https://www.anchorterminal.com/compare/bright-data-vs-scrapewise.md)\n- [BrowserAct vs fastCRW](https://www.anchorterminal.com/compare/browseract-vs-crw.md)\n- [BrowserAct vs Scrapewise](https://www.anchorterminal.com/compare/browseract-vs-scrapewise.md)\n- [Context.dev vs fastCRW](https://www.anchorterminal.com/compare/context-dev-vs-crw.md)\n- [Context.dev vs Scrapewise](https://www.anchorterminal.com/compare/context-dev-vs-scrapewise.md)\n- [Crawl4AI vs fastCRW](https://www.anchorterminal.com/compare/crawl4ai-vs-crw.md)\n- [Crawl4AI vs Scrapewise](https://www.anchorterminal.com/compare/crawl4ai-vs-scrapewise.md)\n- [fastCRW vs Decodo Web Data API](https://www.anchorterminal.com/compare/crw-vs-decodo.md)\n- [fastCRW vs Diffbot](https://www.anchorterminal.com/compare/crw-vs-diffbot.md)\n- [fastCRW vs jevcrawl](https://www.anchorterminal.com/compare/crw-vs-jevcrawl.md)\n- [fastCRW vs Jina Reader](https://www.anchorterminal.com/compare/crw-vs-jina-reader.md)\n- [fastCRW vs Microlink](https://www.anchorterminal.com/compare/crw-vs-microlink.md)\n- [fastCRW vs Olostep](https://www.anchorterminal.com/compare/crw-vs-olostep.md)\n- [fastCRW vs Outcrawl](https://www.anchorterminal.com/compare/crw-vs-outcrawl.md)\n- [fastCRW vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/crw-vs-oxylabs-web-scraper.md)\n- [fastCRW vs Scrape.do](https://www.anchorterminal.com/compare/crw-vs-scrape-do.md)\n- [fastCRW vs ScrapeGraphAI](https://www.anchorterminal.com/compare/crw-vs-scrapegraphai.md)\n- [fastCRW vs Scrapeless](https://www.anchorterminal.com/compare/crw-vs-scrapeless.md)\n- [fastCRW vs ScrapeOps Proxy API Aggregator](https://www.anchorterminal.com/compare/crw-vs-scrapeops.md)\n- [fastCRW vs ScraperAPI](https://www.anchorterminal.com/compare/crw-vs-scraperapi.md)\n- [fastCRW vs Scrapfly](https://www.anchorterminal.com/compare/crw-vs-scrapfly.md)\n- [fastCRW vs ScrapingAnt](https://www.anchorterminal.com/compare/crw-vs-scrapingant.md)\n- [fastCRW vs ScrapingBee](https://www.anchorterminal.com/compare/crw-vs-scrapingbee.md)\n- [fastCRW vs Scrapingdog](https://www.anchorterminal.com/compare/crw-vs-scrapingdog.md)\n- [fastCRW vs Spider](https://www.anchorterminal.com/compare/crw-vs-spider-cloud.md)\n- [fastCRW vs WebScraping.AI](https://www.anchorterminal.com/compare/crw-vs-webscraping-ai.md)\n- [fastCRW vs ZenRows](https://www.anchorterminal.com/compare/crw-vs-zenrows.md)\n- [fastCRW vs Zyte API](https://www.anchorterminal.com/compare/crw-vs-zyte.md)\n- [Decodo Web Data API vs Scrapewise](https://www.anchorterminal.com/compare/decodo-vs-scrapewise.md)\n- [Jina Reader vs Scrapewise](https://www.anchorterminal.com/compare/jina-reader-vs-scrapewise.md)\n- [Microlink vs Scrapewise](https://www.anchorterminal.com/compare/microlink-vs-scrapewise.md)\n- [Olostep vs Scrapewise](https://www.anchorterminal.com/compare/olostep-vs-scrapewise.md)\n- [Outcrawl vs Scrapewise](https://www.anchorterminal.com/compare/outcrawl-vs-scrapewise.md)\n- [Oxylabs Web Scraper API vs Scrapewise](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapewise.md)\n- [Scrape.do vs Scrapewise](https://www.anchorterminal.com/compare/scrape-do-vs-scrapewise.md)\n- [ScrapeGraphAI vs Scrapewise](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapewise.md)\n- [Scrapeless vs Scrapewise](https://www.anchorterminal.com/compare/scrapeless-vs-scrapewise.md)\n- [ScraperAPI vs Scrapewise](https://www.anchorterminal.com/compare/scraperapi-vs-scrapewise.md)\n- [Scrapewise vs Scrapfly](https://www.anchorterminal.com/compare/scrapewise-vs-scrapfly.md)\n- [Scrapewise vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapewise-vs-scrapingant.md)\n- [Scrapewise vs ScrapingBee](https://www.anchorterminal.com/compare/scrapewise-vs-scrapingbee.md)\n- [Scrapewise vs Scrapingdog](https://www.anchorterminal.com/compare/scrapewise-vs-scrapingdog.md)\n- [Scrapewise vs Spider](https://www.anchorterminal.com/compare/scrapewise-vs-spider-cloud.md)\n- [Scrapewise vs WebScraping.AI](https://www.anchorterminal.com/compare/scrapewise-vs-webscraping-ai.md)\n- [Scrapewise vs ZenRows](https://www.anchorterminal.com/compare/scrapewise-vs-zenrows.md)\n- [Scrapewise vs Zyte API](https://www.anchorterminal.com/compare/scrapewise-vs-zyte.md)\n- [fastCRW vs Firecrawl MCP](https://www.anchorterminal.com/compare/crw-vs-firecrawl-mcp.md)\n- [Firecrawl MCP vs Scrapewise](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise.md)\n- [fastCRW vs Qovia](https://www.anchorterminal.com/compare/crw-vs-qovia.md)\n- [fastCRW vs ScrapeAtlas](https://www.anchorterminal.com/compare/crw-vs-scrapeatlas.md)\n- [fastCRW vs SoldFetch](https://www.anchorterminal.com/compare/crw-vs-soldfetch.md)\n- [Diffbot vs Scrapewise](https://www.anchorterminal.com/compare/diffbot-vs-scrapewise.md)\n- [Qovia vs Scrapewise](https://www.anchorterminal.com/compare/qovia-vs-scrapewise.md)\n- [ScrapeAtlas vs Scrapewise](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapewise.md)\n- [Scrapewise vs SoldFetch](https://www.anchorterminal.com/compare/scrapewise-vs-soldfetch.md)\n- [Apify MCP Server vs fastCRW](https://www.anchorterminal.com/compare/apify-mcp-vs-crw.md)\n- [Apify MCP Server vs Scrapewise](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapewise.md)\n- [jevcrawl vs Scrapewise](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.md)\n- [ScrapeOps Proxy API Aggregator vs Scrapewise](https://www.anchorterminal.com/compare/scrapeops-vs-scrapewise.md)\n",
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