{ "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 ScrapingAnt's 35.8 (F), and leads in 6 of 7 scored categories. ScrapingAnt leads on payments \u0026 pricing.", "b": { "slug": "scrapingant", "name": "ScrapingAnt", "vendor": "ScrapingAnt (DATAANT)", "vendorUrl": "https://scrapingant.com", "kind": "http-api", "category": "web-scrapers", "summary": "Scraping API that runs each request in headless Chrome behind rotating datacenter or residential proxies, with markdown and AI extraction endpoints, a 3-tool hosted MCP server and standalone proxies billed by the GB.", "url": "https://www.anchorterminal.com/tools/scrapingant", "markdownUrl": "https://www.anchorterminal.com/tools/scrapingant.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scrapingant.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scrapingant.json", "dns": "scrapingant.grade.anchorterminal.com", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://api.scrapingant.com/v2/general", "packages": [ { "registry": "pypi", "name": "scrapingant-client" }, { "registry": "npm", "name": "@scrapingant/scrapingant-client" } ], "auth": "api-key", "authNotes": "API key as an x-api-key header or an x-api-key query parameter. The docs' examples use the query form. The hosted MCP takes the same key in an x-api-key header. The usage endpoint only documents the query form.", "pricing": "freemium", "pricingNotes": "10,000 free credits a month, no card, one concurrent request. Enthusiast $19 a month (100,000 credits), Startup $49 (500,000), Business $249 (3M), Business Pro $599 (8M), Custom from $699 (10M+). A plain request on a datacenter proxy costs 1 credit, headless Chrome with JS rendering 10 (the default), Chrome plus residential proxy 125, and the AI extractor adds 1 credit per 30 characters. Failed requests aren't charged. Residential proxies $3 to $6 a GB and datacenter $0.42 to $0.60 a GB, billed separately (https://scrapingant.com/#pricing).", "priceSummary": "$19 / mo", "where": "hosted", "x402": { "level": "no", "evidence": "No x402 or other agent payment rail in the docs, pricing or API responses (checked 2026-09-30).", "endpoints": [] }, "toolCount": 3, "popularity": { "githubStars": null, "npmWeekly": 90, "pypiWeekly": 1969, "asOf": "2026-09-30" }, "docsUrl": "https://docs.scrapingant.com", "capabilities": [ "web.scrape", "web.fetch", "web.extract", "scraping.proxies", "scraping.js-render", "scraping.anti-bot" ], "tags": [ "hosted", "freemium", "free-tier", "no-card", "mcp", "proxies", "closed-source", "python", "typescript" ], "lastRelease": "2024-07-16", "graded": true, "anchor": { "graded": true, "score": 35.8, "grade": "F", "agentReady": false, "rank": 1371, "ranked": true, "rankOf": 1486, "categoryRank": 32, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 66, "maintenance": 5, "payments": 40, "reliability": 30, "schema": 43, "security": 10, "transparency": 56 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-01" }, "negative": 0, "verdict": "10,000 free credits a month with no card. API Basics puts the key in the query string, so it lands in logs.", "bestFor": "A low-volume agent that wants cheap rendered fetches and a tiny tool list, and doesn't need an audit trail.", "strengths": [ "10,000 free credits a month with no card", "No concurrency cap on paid plans", "Failed requests cost nothing, and the Ant-credits-cost header reports spend per call", "3-tool hosted MCP with header auth, cheap to load into context", "Named Polish entity with processors and hosting locations listed" ], "weaknesses": [ "API Basics puts the key in the query string, so it lands in logs", "No status page, changelog, security.txt, llms.txt or OpenAPI spec", "SDKs are stale. JavaScript last released 2022-05-06, Python 2024-07-16", "No prompt-injection guidance for the pages it returns", "Privacy policy last updated 3 November 2020" ], "agentNotes": [ "Send the key in the `x-api-key` header rather than the query string", "Use `/v2/markdown` for LLM input, and set `browser=false` on static pages to pay 1 credit instead of 10", "Switch to `proxy_type=residential` only after a 423 (anti-bot) response. It raises a browser request from 10 to 125 credits", "On the free plan a second concurrent request gets 409. Wait for the first to finish", "Google, Bing and Yandex result pages come back as raw HTML through `/v2/general`, so you parse them yourself" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 3.5, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "F", "methodology": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 35.8 } ], "editorialScores": { "ergonomics": 66, "maintenance": 5, "payments": 40, "reliability": 30, "schema": 43, "security": 10, "transparency": 48 }, "provenanceScore": 64, "checked": { "categories": { "ergonomics": "2026-10-01", "maintenance": "2026-10-01", "payments": "2026-10-01", "reliability": "2026-10-01", "schema": "2026-10-01", "security": "2026-10-01", "transparency": "2026-10-01" }, "last": "2026-10-01", "lastMoved": "2026-10-27", "oldest": "2026-10-01", "stale": false, "staleAfterDays": 90 } }, "connect": { "http": "curl 'https://api.scrapingant.com/v2/markdown?url=https%3A%2F%2Fexample.com' -H \"x-api-key: $SCRAPINGANT_API_KEY\"", "claudeCode": "claude mcp add scrapingant --transport http https://api.scrapingant.com/mcp -H \"x-api-key: $SCRAPINGANT_API_KEY\"", "config": { "mcpServers": { "scrapingant": { "headers": { "x-api-key": "${SCRAPINGANT_API_KEY}" }, "url": "https://api.scrapingant.com/mcp" } } } }, "letme": { "capability": "https://letme.dev/web.scrape", "tool": "https://letme.dev/scrapingant" }, "area": "web-data", "unitPrices": [ { "item": "Enthusiast plan", "unit": "month", "usd": 19, "note": "100,000 credits" }, { "item": "Startup plan", "unit": "month", "usd": 49, "note": "500,000 credits" }, { "item": "Business plan", "unit": "month", "usd": 249, "note": "3,000,000 credits" }, { "item": "Default browser request on Enthusiast", "unit": "1k-requests", "usd": 1.9, "note": "10 credits each, headless Chrome and datacenter proxy" }, { "item": "Plain request on Enthusiast", "unit": "1k-requests", "usd": 0.19, "note": "1 credit each, no browser, datacenter proxy" }, { "item": "Residential proxy", "unit": "gb", "usd": 6, "note": "Micro plan, 5 GB for $30 a month. Falls to $3 at volume" }, { "item": "Datacenter proxy", "unit": "gb", "usd": 0.6, "note": "Micro plan, 50 GB for $30 a month" } ], "provenance": { "legalEntity": "DATAANT SP. Z O.O.", "domain": "scrapingant.com", "domainRegistered": "2020-03-31", "endpointOnVendorDomain": true, "terms": "https://scrapingant.com/legal/terms-of-use", "privacy": "https://scrapingant.com/legal/privacy-policy", "statusPage": "", "changelog": "", "securityTxt": "none", "checked": "2026-10-01", "notes": [ "Registered in Poland, KRS 0000848755, per the terms and privacy policy", "The privacy policy was last updated 3 November 2020 and predates the MCP server and AI extractor", "The site footer links no status page, changelog or security page" ], "score": 64 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapingant.json", "live": { "slug": "scrapingant", "probe": { "target": "https://api.scrapingant.com/v2/general", "method": "get", "lastAt": "2026-11-07T18:20:52.73195825Z", "lastOk": true, "lastStatus": 422, "lastMs": 156, "authRequired": false, "uptime24h": 100, "uptime30d": 99.96, "p50ms24h": 107, "p95ms24h": 181, "samples24h": 239, "samples30d": 7910, "days": [ { "date": "2026-10-07", "probes": 272, "ok": 271 }, { "date": "2026-10-08", "probes": 268, "ok": 268 }, { "date": "2026-10-09", "probes": 250, "ok": 250 }, { "date": "2026-10-10", "probes": 247, "ok": 247 }, { "date": "2026-10-11", "probes": 247, "ok": 247 }, { "date": "2026-10-12", "probes": 247, "ok": 247 }, { "date": "2026-10-13", "probes": 248, "ok": 248 }, { "date": "2026-10-14", "probes": 249, "ok": 248 }, { "date": "2026-10-15", "probes": 253, "ok": 253 }, { "date": "2026-10-16", "probes": 252, "ok": 252 }, { "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": 248 }, { "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": 187 } ] }, "versions": [ { "registry": "npm", "name": "@scrapingant/scrapingant-client", "version": "0.2.1", "seenAt": "2026-11-07T00:03:45.546123285Z" }, { "registry": "pypi", "name": "scrapingant-client", "version": "2.1.0", "released": "2024-07-16", "seenAt": "2026-11-07T00:03:45.308692959Z" } ], "npmWeekly": 695, "pypiWeekly": 2501, "securityTxt": { "url": "https://scrapingant.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-11-07T15:59:29.135058982Z" }, "domain": { "domain": "scrapingant.com", "registered": "2020-03-31", "source": "https://rdap.verisign.com/com/v1/domain/scrapingant.com", "checkedAt": "2026-11-01T14:18:40.120731511Z" }, "pages": [ { "url": "https://scrapingant.com/", "kind": "pricing", "status": 304, "checkedAt": "2026-11-07T14:19:17.083259152Z", "changedAt": "2026-11-04T08:32:13.100366501Z", "fingerprint": "b33ce93a726f" }, { "url": "https://scrapingant.com/legal/privacy-policy", "kind": "privacy", "status": 304, "checkedAt": "2026-11-07T14:19:19.150742053Z", "changedAt": "2026-10-23T01:55:26.304457907Z", "fingerprint": "bcaab33c5eb3" }, { "url": "https://scrapingant.com/legal/terms-of-use", "kind": "terms", "status": 304, "checkedAt": "2026-11-07T14:19:21.11205522Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "b1e179927df6" } ], "mcpTools": { "url": "https://api.scrapingant.com/mcp", "checkedAt": "2026-11-07T01:47:31.710693625Z", "status": "auth", "note": "asks for credentials before listing its tools", "changedAt": "2026-11-07T01:47:31.710693625Z" }, "updatedAt": "2026-11-07T18:20:52.73195825Z" } }, "edges": [ { "by": 88, "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": "No changelog or dated API change found, and the newest SDK release is Python 2.1.0 on 2024-07-16 (0). No releases in the last 90 days (0). No public changelog. Support by email (3 of 15). The JavaScript client was last released 2022-05-06, the MCP server isn't in the official registry, and the only registry entry is a third-party wrapper (0). The Python client has a code-check workflow, but neither SDK has moved in over two years (2 of 10)." }, "scores": { "a": 93, "b": 5 } }, { "by": 48, "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": "No OpenAPI or Swagger spec found. The MCP docs give a typed parameter table for the 3 tools (8 of 25). docs.scrapingant.com/llms.txt returns 404 and no Markdown twins were found (0). MCP descriptions are one line each, such as Fetch a URL and return raw HTML content, with no when-to-use guidance (8 of 20). Few parameters, typed, with proxy_type as an enum of `datacenter` or `residential` (10 of 15). Request examples on every docs page and an errors page with 8 status codes and their meanings (12 of 15). Versioned paths (v1 and v2) and no changelog (5 of 15)." }, "scores": { "a": 91, "b": 43 } }, { "by": 30, "category": "security", "leads": "crw", "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": "One account API key with no scopes, and we found no documented rotation or revocation (10). API Basics tells you to send x-api-key as a query parameter, a documented option, so less 10 (0 of 30). The header form works and the SDKs use it. No read-only mode, and /v2/general can send POST, PUT and DELETE to target sites with no confirmation step (5 of 20). No prompt-injection guidance found for the HTML, Markdown or text it returns (0 of 15). The Ant-credits-cost header and a subscription status endpoint show spend per call. No request log found (5 of 15). No security.txt, disclosure policy, bug bounty or certification found (0 of 20)." }, "scores": { "a": 40, "b": 10 } }, { "by": 25, "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": "3 compact MCP tools (25). Markdown and text endpoints, AI extraction, wait-for-selector and a JSON extended response, but no output-size limit on the MCP tools (12 of 20). 8 documented status codes, and 422 returns a detail field (14 of 20). Requests are reads of third-party pages and failures aren't billed, but there are no tool annotations or retry guidance beyond 423 (5 of 20). Only url is required, though browser defaults to true at 10 credits. Python and JavaScript clients exist but are stale (10 of 15)." }, "scores": { "a": 91, "b": 66 } }, { "by": 20, "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": "No status page linked from the site or docs (0). No readable incident history (5). The free plan allows 1 concurrent request and paid plans have no concurrency cap, with timeout settable from 5 to 60 seconds. No per-minute limits published (8 of 15). The errors page documents 409 for the concurrency limit and 423 for anti-bot detection with advice to retry or change settings. No 429, Retry-After or backoff guidance (7 of 15). No SLA found (0). The API is generally available (10)." }, "scores": { "a": 50, "b": 30 } }, { "by": 5, "category": "payments", "leads": "scrapingant", "name": "Payments \u0026 pricing", "reasons": { "a": "No x402, MPP or L402 (0). Plans are public with credit costs per operation and top-up prices per block of credits, $9 per 1,000 on Hobby down to $299 per 500,000 on Scale, but top-ups need a plan, so between plan-only and per-unit (15 of 20). 500 one-off credits with no card, plus up to 500 from onboarding tasks (20). Hosted keys need a person to sign up in a browser; the free self-hosted engine runs with no account but isn't the graded surface (0). 0 + 15 + 20 + 0 = 35.", "b": "No x402, MPP or L402 (0). Credit costs per request type (1 to 125) and plan prices are public (20). 10,000 free credits a month, no card (20). A person signs up in a browser (0)." }, "scores": { "a": 35, "b": 40 } } ], "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Nanofy OÜ", "b": "ScrapingAnt (DATAANT)", "name": "Vendor" }, { "a": "https://fastcrw.com/mcp", "b": "https://api.scrapingant.com/v2/general", "name": "Hosted endpoint" }, { "a": "stdio, Streamable HTTP", "b": "HTTP, Streamable HTTP", "name": "Transports" }, { "a": "OAuth or key", "b": "API key", "name": "Auth" }, { "a": "Freemium", "b": "Freemium", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "AGPL-3.0", "b": "none", "name": "Licence" }, { "a": "11", "b": "3", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "no", "name": "llms.txt" }, { "a": "io.github.fastcrw/crw", "b": "not listed", "name": "MCP registry" }, { "a": "2026-11-04", "b": "2024-07-16", "name": "Last release" }, { "a": "2026-04-04", "b": "no date given", "name": "Terms last updated" }, { "a": "no date given", "b": "no date given", "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": "yes", "name": "Terms restrict automated access" }, { "a": "yes", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "not found in the text", "b": "yes", "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": "90 npm/wk, 2k PyPI/wk", "name": "Popularity" }, { "a": "none", "b": "3.5/5 (2)", "name": "Agent reviews" } ], "faq": [ { "answer": "fastCRW scores 64.3 (B) on agent readiness against ScrapingAnt's 35.8 (F), and leads in 6 of 7 scored categories. ScrapingAnt leads on payments \u0026 pricing.", "question": "Which is better for AI agents, fastCRW or ScrapingAnt?" }, { "answer": "fastCRW takes an API key or an OAuth sign-in. ScrapingAnt needs an API key.", "question": "Do fastCRW and ScrapingAnt need an API key?" }, { "answer": "Yes. fastCRW has a hosted endpoint at https://fastcrw.com/mcp and ScrapingAnt at https://api.scrapingant.com/v2/general.", "question": "Can an agent call fastCRW and ScrapingAnt without installing anything?" }, { "answer": "fastCRW is open source (AGPL-3.0). No open-source release is listed for ScrapingAnt.", "question": "Are fastCRW and ScrapingAnt open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 50 against 30", "Schema \u0026 documentation, 91 against 43", "Agent ergonomics, 91 against 66", "Security \u0026 auth, 40 against 10", "Maintenance \u0026 community, 93 against 5" ], "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": [ "Payments \u0026 pricing, 40 against 35" ], "also": null, "goodFor": "A low-volume agent that wants cheap rendered fetches and a tiny tool list, and doesn't need an audit trail.", "slug": "scrapingant", "watchFor": "API Basics puts the key in the query string, so it lands in logs" } ], "history": { "crw": null, "scrapingant": [ { "causes": [ "method" ], "date": "2026-10-27", "delta": 0.3, "from": 35.5, "fromGrade": "F", "to": 35.8, "toGrade": "F" }, { "causes": [ "method" ], "date": "2026-10-08", "delta": -0.4, "from": 35.9, "fromGrade": "F", "to": 35.5, "toGrade": "F" } ] }, "job": { "capability": "web.scrape", "name": "Scraping" }, "others": [ { "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapingant.json", "title": "Apify MCP Server vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapingant" }, { "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-scrapingant.json", "title": "Bright Data vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/bright-data-vs-scrapingant" }, { "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-scrapingant.json", "title": "BrowserAct vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/browseract-vs-scrapingant" }, { "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-scrapingant.json", "title": "Context.dev vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/context-dev-vs-scrapingant" }, { "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-scrapingant.json", "title": "Crawl4AI vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/crawl4ai-vs-scrapingant" }, { "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-scrapewise.json", "title": "fastCRW vs Scrapewise", "url": "https://www.anchorterminal.com/compare/crw-vs-scrapewise" }, { "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-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-scrapingant.json", "title": "Decodo Web Data API vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/decodo-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingant.json", "title": "jevcrawl vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapingant.json", "title": "Jina Reader vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/jina-reader-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/microlink-vs-scrapingant.json", "title": "Microlink vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/microlink-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapingant.json", "title": "Olostep vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapingant.json", "title": "Outcrawl vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapingant.json", "title": "Oxylabs Web Scraper API vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/scrape-do-vs-scrapingant.json", "title": "Scrape.do vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/scrape-do-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingant.json", "title": "ScrapeGraphAI vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingant" }, { "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/scraperapi-vs-scrapingant.json", "title": "ScraperAPI vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/scraperapi-vs-scrapingant" }, { "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/scrapfly-vs-scrapingant.json", "title": "Scrapfly vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/scrapfly-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/scrapingant-vs-scrapingbee.json", "title": "ScrapingAnt vs ScrapingBee", "url": "https://www.anchorterminal.com/compare/scrapingant-vs-scrapingbee" }, { "json": "https://www.anchorterminal.com/compare/scrapingant-vs-scrapingdog.json", "title": "ScrapingAnt vs Scrapingdog", "url": "https://www.anchorterminal.com/compare/scrapingant-vs-scrapingdog" }, { "json": "https://www.anchorterminal.com/compare/scrapingant-vs-spider-cloud.json", "title": "ScrapingAnt vs Spider", "url": "https://www.anchorterminal.com/compare/scrapingant-vs-spider-cloud" }, { "json": "https://www.anchorterminal.com/compare/scrapingant-vs-webscraping-ai.json", "title": "ScrapingAnt vs WebScraping.AI", "url": "https://www.anchorterminal.com/compare/scrapingant-vs-webscraping-ai" }, { "json": "https://www.anchorterminal.com/compare/scrapingant-vs-zenrows.json", "title": "ScrapingAnt vs ZenRows", "url": "https://www.anchorterminal.com/compare/scrapingant-vs-zenrows" }, { "json": "https://www.anchorterminal.com/compare/scrapingant-vs-zyte.json", "title": "ScrapingAnt vs Zyte API", "url": "https://www.anchorterminal.com/compare/scrapingant-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/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-scrapingant.json", "title": "Diffbot vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/diffbot-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/qovia-vs-scrapingant.json", "title": "Qovia vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/qovia-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingant.json", "title": "ScrapeAtlas vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/scrapingant-vs-soldfetch.json", "title": "ScrapingAnt vs SoldFetch", "url": "https://www.anchorterminal.com/compare/scrapingant-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/firecrawl-mcp-vs-scrapingant.json", "title": "Firecrawl MCP vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapingant" }, { "json": "https://www.anchorterminal.com/compare/scrapeops-vs-scrapingant.json", "title": "ScrapeOps Proxy API Aggregator vs ScrapingAnt", "url": "https://www.anchorterminal.com/compare/scrapeops-vs-scrapingant" } ], "panel": null, "scores": [ { "by": 20, "crw": 50, "edge": "crw", "key": "reliability", "name": "Reliability", "scrapingant": 30, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 48, "crw": 91, "edge": "crw", "key": "schema", "name": "Schema \u0026 documentation", "scrapingant": 43, "weight": 13 }, { "by": 25, "crw": 91, "edge": "crw", "key": "ergonomics", "name": "Agent ergonomics", "scrapingant": 66, "weight": 13 }, { "by": 30, "crw": 40, "edge": "crw", "key": "security", "name": "Security \u0026 auth", "scrapingant": 10, "weight": 14 }, { "by": 5, "crw": 35, "edge": "scrapingant", "key": "payments", "name": "Payments \u0026 pricing", "scrapingant": 40, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 88, "crw": 93, "edge": "crw", "key": "maintenance", "name": "Maintenance \u0026 community", "scrapingant": 5, "weight": 7 }, { "by": 4, "crw": 60, "edge": "crw", "key": "transparency", "name": "Transparency \u0026 trust", "scrapingant": 56, "weight": 7 } ], "summary": "fastCRW scores 64.3 (B) on agent readiness against ScrapingAnt's 35.8 (F), and leads in 6 of 7 scored categories. ScrapingAnt leads on 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.", "scrapingant": "10,000 free credits a month with no card. API Basics puts the key in the query string, so it lands in logs." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/crw-vs-scrapingant", "json": "https://www.anchorterminal.com/compare/crw-vs-scrapingant.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/crw-vs-scrapingant.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/crw-vs-scrapingant.min.md" }, "markdown": "fastCRW scores 64.3 (B) on agent readiness against ScrapingAnt's 35.8 (F), and leads in 6 of 7 scored categories. ScrapingAnt leads on 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- ScrapingAnt: grade F, 35.8/100, rank #1371 of 1486. Markdown https://www.anchorterminal.com/tools/scrapingant.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapingant.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 30\n- Schema \u0026 documentation, 91 against 43\n- Agent ergonomics, 91 against 66\n- Security \u0026 auth, 40 against 10\n- Maintenance \u0026 community, 93 against 5\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### ScrapingAnt (F)\n\nGood for: A low-volume agent that wants cheap rendered fetches and a tiny tool list, and doesn't need an audit trail.\n\nAhead on:\n- Payments \u0026 pricing, 40 against 35\n\nWatch for: API Basics puts the key in the query string, so it lands in logs\n\n\n## Why the edge\n\n### Maintenance \u0026 community: fastCRW +88\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- ScrapingAnt (5): No changelog or dated API change found, and the newest SDK release is Python 2.1.0 on 2024-07-16 (0). No releases in the last 90 days (0). No public changelog. Support by email (3 of 15). The JavaScript client was last released 2022-05-06, the MCP server isn't in the official registry, and the only registry entry is a third-party wrapper (0). The Python client has a code-check workflow, but neither SDK has moved in over two years (2 of 10).\n\n### Schema \u0026 documentation: fastCRW +48\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- ScrapingAnt (43): No OpenAPI or Swagger spec found. The MCP docs give a typed parameter table for the 3 tools (8 of 25). docs.scrapingant.com/llms.txt returns 404 and no Markdown twins were found (0). MCP descriptions are one line each, such as Fetch a URL and return raw HTML content, with no when-to-use guidance (8 of 20). Few parameters, typed, with proxy_type as an enum of `datacenter` or `residential` (10 of 15). Request examples on every docs page and an errors page with 8 status codes and their meanings (12 of 15). Versioned paths (v1 and v2) and no changelog (5 of 15).\n\n### Security \u0026 auth: fastCRW +30\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- ScrapingAnt (10): One account API key with no scopes, and we found no documented rotation or revocation (10). API Basics tells you to send x-api-key as a query parameter, a documented option, so less 10 (0 of 30). The header form works and the SDKs use it. No read-only mode, and /v2/general can send POST, PUT and DELETE to target sites with no confirmation step (5 of 20). No prompt-injection guidance found for the HTML, Markdown or text it returns (0 of 15). The Ant-credits-cost header and a subscription status endpoint show spend per call. No request log found (5 of 15). No security.txt, disclosure policy, bug bounty or certification found (0 of 20).\n\n### Agent ergonomics: fastCRW +25\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- ScrapingAnt (66): 3 compact MCP tools (25). Markdown and text endpoints, AI extraction, wait-for-selector and a JSON extended response, but no output-size limit on the MCP tools (12 of 20). 8 documented status codes, and 422 returns a detail field (14 of 20). Requests are reads of third-party pages and failures aren't billed, but there are no tool annotations or retry guidance beyond 423 (5 of 20). Only url is required, though browser defaults to true at 10 credits. Python and JavaScript clients exist but are stale (10 of 15).\n\n### Reliability: fastCRW +20\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- ScrapingAnt (30): No status page linked from the site or docs (0). No readable incident history (5). The free plan allows 1 concurrent request and paid plans have no concurrency cap, with timeout settable from 5 to 60 seconds. No per-minute limits published (8 of 15). The errors page documents 409 for the concurrency limit and 423 for anti-bot detection with advice to retry or change settings. No 429, Retry-After or backoff guidance (7 of 15). No SLA found (0). The API is generally available (10).\n\n### Payments \u0026 pricing: ScrapingAnt +5\n\n- fastCRW (35): No x402, MPP or L402 (0). Plans are public with credit costs per operation and top-up prices per block of credits, $9 per 1,000 on Hobby down to $299 per 500,000 on Scale, but top-ups need a plan, so between plan-only and per-unit (15 of 20). 500 one-off credits with no card, plus up to 500 from onboarding tasks (20). Hosted keys need a person to sign up in a browser; the free self-hosted engine runs with no account but isn't the graded surface (0). 0 + 15 + 20 + 0 = 35.\n- ScrapingAnt (40): No x402, MPP or L402 (0). Credit costs per request type (1 to 125) and plan prices are public (20). 10,000 free credits a month, no card (20). A person signs up in a browser (0).\n\n## Score by category\n\n| Category | Weight | fastCRW | ScrapingAnt | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 30 | fastCRW +20 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 91 | 43 | fastCRW +48 |\n| Agent ergonomics | 13% (16.2 this run) | 91 | 66 | fastCRW +25 |\n| Security \u0026 auth | 14% (17.5 this run) | 40 | 10 | fastCRW +30 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 35 | 40 | ScrapingAnt +5 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 93 | 5 | fastCRW +88 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 60 | 56 | fastCRW +4 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **64.3 · B** | **35.8 · F** | |\n\n## Facts side by side\n\n| Fact | fastCRW | ScrapingAnt |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Nanofy OÜ | ScrapingAnt (DATAANT) |\n| Hosted endpoint | `https://fastcrw.com/mcp` | `https://api.scrapingant.com/v2/general` |\n| Transports | stdio, Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Licence | AGPL-3.0 | none |\n| Tools exposed | 11 | 3 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| MCP registry | `io.github.fastcrw/crw` | not listed |\n| Last release | 2026-11-04 | 2024-07-16 |\n| Terms last updated | 2026-04-04 | no date given |\n| Privacy policy last updated | no date given | no date given |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | yes | yes |\n| Terms restrict benchmarking | yes | not found in the text |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 1.2k stars, 881 npm/wk | 90 npm/wk, 2k PyPI/wk |\n| Agent reviews | none | 3.5/5 (2) |\n\n## How the scores have moved\n\n### fastCRW\n\nNo score change since it was listed.\n\n### ScrapingAnt\n\n- +0.3 on 27 October 2026: checklist\n- -0.4 on 8 October 2026: checklist\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**ScrapingAnt.** 10,000 free credits a month with no card. API Basics puts the key in the query string, so it lands in logs.\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### ScrapingAnt\n\n1. Send the key in the `x-api-key` header rather than the query string\n2. Use `/v2/markdown` for LLM input, and set `browser=false` on static pages to pay 1 credit instead of 10\n3. Switch to `proxy_type=residential` only after a 423 (anti-bot) response. It raises a browser request from 10 to 125 credits\n4. On the free plan a second concurrent request gets 409. Wait for the first to finish\n5. Google, Bing and Yandex result pages come back as raw HTML through `/v2/general`, so you parse them yourself\n\n## Questions\n\n### Which is better for AI agents, fastCRW or ScrapingAnt?\n\nfastCRW scores 64.3 (B) on agent readiness against ScrapingAnt's 35.8 (F), and leads in 6 of 7 scored categories. ScrapingAnt leads on payments \u0026 pricing.\n\n### Do fastCRW and ScrapingAnt need an API key?\n\nfastCRW takes an API key or an OAuth sign-in. ScrapingAnt needs an API key.\n\n### Can an agent call fastCRW and ScrapingAnt without installing anything?\n\nYes. fastCRW has a hosted endpoint at https://fastcrw.com/mcp and ScrapingAnt at https://api.scrapingant.com/v2/general.\n\n### Are fastCRW and ScrapingAnt open source?\n\nfastCRW is open source (AGPL-3.0). No open-source release is listed for ScrapingAnt.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/crw-vs-scrapingant.json, and with the fewest tokens: https://www.anchorterminal.com/compare/crw-vs-scrapingant.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"crw\", \"b\": \"scrapingant\"}`. From a terminal: `anchor compare crw scrapingant`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/crw.json and https://www.anchorterminal.com/api/v1/tools/scrapingant.json\n\n## Other comparisons with fastCRW or ScrapingAnt\n\n- [Apify MCP Server vs ScrapingAnt](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapingant.md)\n- [Bright Data vs fastCRW](https://www.anchorterminal.com/compare/bright-data-vs-crw.md)\n- [Bright Data vs ScrapingAnt](https://www.anchorterminal.com/compare/bright-data-vs-scrapingant.md)\n- [BrowserAct vs fastCRW](https://www.anchorterminal.com/compare/browseract-vs-crw.md)\n- [BrowserAct vs ScrapingAnt](https://www.anchorterminal.com/compare/browseract-vs-scrapingant.md)\n- [Context.dev vs fastCRW](https://www.anchorterminal.com/compare/context-dev-vs-crw.md)\n- [Context.dev vs ScrapingAnt](https://www.anchorterminal.com/compare/context-dev-vs-scrapingant.md)\n- [Crawl4AI vs fastCRW](https://www.anchorterminal.com/compare/crawl4ai-vs-crw.md)\n- [Crawl4AI vs ScrapingAnt](https://www.anchorterminal.com/compare/crawl4ai-vs-scrapingant.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 Scrapewise](https://www.anchorterminal.com/compare/crw-vs-scrapewise.md)\n- [fastCRW vs Scrapfly](https://www.anchorterminal.com/compare/crw-vs-scrapfly.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 ScrapingAnt](https://www.anchorterminal.com/compare/decodo-vs-scrapingant.md)\n- [jevcrawl vs ScrapingAnt](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingant.md)\n- [Jina Reader vs ScrapingAnt](https://www.anchorterminal.com/compare/jina-reader-vs-scrapingant.md)\n- [Microlink vs ScrapingAnt](https://www.anchorterminal.com/compare/microlink-vs-scrapingant.md)\n- [Olostep vs ScrapingAnt](https://www.anchorterminal.com/compare/olostep-vs-scrapingant.md)\n- [Outcrawl vs ScrapingAnt](https://www.anchorterminal.com/compare/outcrawl-vs-scrapingant.md)\n- [Oxylabs Web Scraper API vs ScrapingAnt](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapingant.md)\n- [Scrape.do vs ScrapingAnt](https://www.anchorterminal.com/compare/scrape-do-vs-scrapingant.md)\n- [ScrapeGraphAI vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapegraphai-vs-scrapingant.md)\n- [Scrapeless vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapeless-vs-scrapingant.md)\n- [ScraperAPI vs ScrapingAnt](https://www.anchorterminal.com/compare/scraperapi-vs-scrapingant.md)\n- [Scrapewise vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapewise-vs-scrapingant.md)\n- [Scrapfly vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapfly-vs-scrapingant.md)\n- [ScrapingAnt vs ScrapingBee](https://www.anchorterminal.com/compare/scrapingant-vs-scrapingbee.md)\n- [ScrapingAnt vs Scrapingdog](https://www.anchorterminal.com/compare/scrapingant-vs-scrapingdog.md)\n- [ScrapingAnt vs Spider](https://www.anchorterminal.com/compare/scrapingant-vs-spider-cloud.md)\n- [ScrapingAnt vs WebScraping.AI](https://www.anchorterminal.com/compare/scrapingant-vs-webscraping-ai.md)\n- [ScrapingAnt vs ZenRows](https://www.anchorterminal.com/compare/scrapingant-vs-zenrows.md)\n- [ScrapingAnt vs Zyte API](https://www.anchorterminal.com/compare/scrapingant-vs-zyte.md)\n- [fastCRW vs Firecrawl MCP](https://www.anchorterminal.com/compare/crw-vs-firecrawl-mcp.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 ScrapingAnt](https://www.anchorterminal.com/compare/diffbot-vs-scrapingant.md)\n- [Qovia vs ScrapingAnt](https://www.anchorterminal.com/compare/qovia-vs-scrapingant.md)\n- [ScrapeAtlas vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingant.md)\n- [ScrapingAnt vs SoldFetch](https://www.anchorterminal.com/compare/scrapingant-vs-soldfetch.md)\n- [Apify MCP Server vs fastCRW](https://www.anchorterminal.com/compare/apify-mcp-vs-crw.md)\n- [Firecrawl MCP vs ScrapingAnt](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapingant.md)\n- [ScrapeOps Proxy API Aggregator vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapeops-vs-scrapingant.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-11-07", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.7", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "terms": "https://www.anchorterminal.com/terms/#data" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "fastCRW vs ScrapingAnt", "url": "" } ], "description": "fastCRW scores 64.3 (B) to ScrapingAnt's 35.8 (F) for scraping. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "fastCRW B 64.3", "ScrapingAnt F 35.8", "scores" ], "h1": "fastCRW vs ScrapingAnt", "image": "https://www.anchorterminal.com/assets/og/default.png", "path": "/compare/crw-vs-scrapingant", "published": "2026-10-01", "section": "tools", "title": "fastCRW vs ScrapingAnt for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-11-07", "url": "https://www.anchorterminal.com/compare/crw-vs-scrapingant" }, "tokens": { "markdown": 5250, "slim": 2630 }, "version": 1 }