{ "data": { "a": { "slug": "jevcrawl", "name": "jevcrawl", "vendor": "Rayen Mlayeh", "vendorUrl": "https://github.com/RayenMlayeh", "kind": "mcp", "category": "web-scrapers", "summary": "jevcrawl is an open-source MCP server and CLI that crawls a website toward a question and returns only the relevant passages, verbatim with source URLs. TypeSafe's hosted Jev decision model scores the pages, passages and links.", "url": "https://www.anchorterminal.com/tools/jevcrawl", "markdownUrl": "https://www.anchorterminal.com/tools/jevcrawl.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/jevcrawl.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/jevcrawl.json", "repo": "https://github.com/RayenMlayeh/jevcrawl", "license": "Apache-2.0", "transports": [ "stdio" ], "packages": [ { "registry": "pypi", "name": "jevcrawl" } ], "auth": "api-key", "authNotes": "A TypeSafe API key in the `TYPESAFE_API_KEY` environment variable, created at console.typesafe.ai, is needed for `crawl`, `map` and `scrape` with a goal. `scrape` without a goal makes no Jev call and works with no key. The README says the key is never written to disk or logs.", "pricing": "usage", "pricingNotes": "The package is free under Apache-2.0. Decisions are billed by TypeSafe for Jev at $0.042 per million input tokens, with output tokens free. The README gives an average of $0.011 per crawl in its benchmark, and `max_decision_usd` (default $0.05) caps each call. We found no free Jev tier.", "priceSummary": "Pay per use", "where": "local", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the source or README (checked 2026-10-15). Jev is paid through a TypeSafe account and key.", "endpoints": [] }, "toolCount": 3, "popularity": { "githubStars": 60, "npmWeekly": null, "pypiWeekly": 204, "asOf": "2026-10-15" }, "docsUrl": "https://github.com/RayenMlayeh/jevcrawl#readme", "capabilities": [ "web.crawl", "web.extract", "web.scrape", "scraping.js-render" ], "tags": [ "open-source", "local", "apache-2.0", "python", "mcp", "cli", "agent-skill", "usage-priced", "alpha" ], "lastRelease": "2026-10-15", "graded": true, "anchor": { "graded": true, "score": 63.7, "grade": "B", "agentReady": false, "rank": 406, "ranked": true, "rankOf": 1098, "categoryRank": 9, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 80, "maintenance": 68, "payments": 30, "reliability": 68, "schema": 81, "security": 59, "transparency": 45 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-15" }, "negative": 0, "verdict": "Three compact, typed MCP tools return verbatim passages with source URLs, cost and stop reasons, and errors arrive as codes with instructions. The project is three days old and alpha, it depends on TypeSafe's paid Jev API, which is in early access with no free tier found, and it does not block crawls of private or local addresses.", "bestFor": "An agent that must find one answer several clicks deep on a documentation or help site and wants a few thousand tokens back instead of whole pages.", "strengths": [ "Three tools with typed inputs, sensible defaults and descriptions that say when to use `crawl`, `scrape` or `map`", "Every result reports pages fetched, tokens, Jev cost in dollars and why the crawl stopped, with a hard per-call spending cap", "Returned text is copied from the page with URL, heading path, character offsets and a page hash, so quotes can be checked", "174 offline tests, ruff and mypy strict pass in CI on Python 3.11 and 3.13, with PyPI trusted publishing", "Follows robots.txt by default since v0.1.1, and SECURITY.md sets out private reporting with a one-week answer" ], "weaknesses": [ "First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer", "`crawl` and `map` need a paid TypeSafe key, and TypeSafe describes Jev as early access with no free tier found", "Page text from every crawl goes to TypeSafe, whose policies give no retention period", "No check against private, loopback or link-local addresses, so an agent can point it at internal hosts", "No MCP tool annotations, no llms.txt and no entry in the official MCP registry" ], "agentNotes": [ "Phrase `goal` as one specific question and start with `max_pages` between 10 and 30", "Check `stats.stopped_because` and `stats.degraded`, and read `uncertain` before reporting that something is missing", "Use `scrape` without a goal when you need a whole page, since it makes no paid Jev call and needs no key", "Handle `{\"error\": code, \"message\": ...}` results, for example `auth_error` means `TYPESAFE_API_KEY` is missing or rejected", "Pages in `stats.needs_js_urls` were not read. Tell the user rather than guessing their content" ], "metrics": { "kind": "local", "measured": false }, "reviewCount": 4, "avgRating": 3.3, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 63.7 } ], "editorialScores": { "ergonomics": 80, "maintenance": 68, "payments": 30, "reliability": 68, "schema": 81, "security": 59, "transparency": 63 }, "provenanceScore": 27 }, "connect": { "install": "uv tool install jevcrawl", "claudeCode": "claude mcp add jevcrawl -e TYPESAFE_API_KEY=\u003cyour key\u003e -- uvx jevcrawl", "config": { "mcpServers": { "jevcrawl": { "args": [ "jevcrawl" ], "command": "uvx", "env": { "TYPESAFE_API_KEY": "\u003cyour key\u003e" } } } } }, "letme": { "capability": "https://letme.dev/web.crawl", "tool": "https://letme.dev/jevcrawl" }, "area": "web-data", "unitPrices": [ { "item": "Jev 1.13 input tokens, billed by TypeSafe", "unit": "1m-tokens", "usd": 0.042, "note": "Output tokens free. The package itself is free" } ], "provenance": { "legalEntity": "", "domain": "github.com/RayenMlayeh", "domainRegistered": "", "endpointOnVendorDomain": null, "terms": "", "privacy": "", "statusPage": "", "changelog": "https://github.com/RayenMlayeh/jevcrawl/releases", "securityTxt": "none", "checked": "2026-10-15", "notes": [ "An individual's open-source project under Apache-2.0. pyproject.toml names Rayen Mlayeh as author, and the GitHub profile names no company or website.", "No vendor domain. The domain line names the GitHub account and scores no domain age.", "Software the owner runs, so there are no service terms or privacy policy of its own. Page text goes to TypeSafe AI, Inc. under TypeSafe's customer agreement and privacy policy (see the typesafe-jev listing).", "The repository has a SECURITY.md that points to GitHub private vulnerability reporting. No website, so no security.txt.", "The changelog is the GitHub release notes. v0.1.0's notes are only a link to the commit list." ], "score": 27 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/jevcrawl.json", "live": { "slug": "jevcrawl", "versions": [ { "registry": "github", "name": "RayenMlayeh/jevcrawl", "version": "v0.2.0", "released": "2026-10-15", "seenAt": "2026-10-16T00:57:29.494424685Z" }, { "registry": "pypi", "name": "jevcrawl", "version": "0.2.0", "released": "2026-10-15", "seenAt": "2026-10-16T00:57:29.308387964Z" } ], "githubStars": 66, "pypiWeekly": 204, "updatedAt": "2026-10-16T00:57:29.494424685Z" } }, "answer": "jevcrawl scores 63.7 (B) on agent readiness against Scrapewise's 62.5 (B), and leads in 3 of 7 scored categories. Scrapewise leads on agent ergonomics, payments \u0026 pricing, maintenance \u0026 community and transparency \u0026 trust.", "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", "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": 14, "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": "2026-10-15", "graded": true, "anchor": { "graded": true, "score": 62.5, "grade": "B", "agentReady": false, "rank": 462, "ranked": true, "rankOf": 1098, "categoryRank": 12, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 86, "maintenance": 79, "payments": 40, "reliability": 45, "schema": 79, "security": 58, "transparency": 53 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-15" }, "negative": 0, "verdict": "Agents get 14 priced MCP tools by default, each with a free `quote_only` price check and idempotency keys, read-only or full-access keys, and public euro prices from €0.15 per 1,000 plain pages. There is no status page, SLA or vulnerability disclosure policy, and the terms claim ownership of all scraped data under a perpetual licence.", "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", "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", "Docs show two error envelope shapes, a placeholder FAQ, and a scope table that contradicts the tool catalogue on minting keys", "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", "Connect to `https://mcp.scrapewise.ai/mcp?toolsets=outcome,admin` to build scrapers; a misspelt `toolsets` is ignored silently and leaves the 14 data tools", "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, and on 429 cost_exceeded wait for the next hour", "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": 0, "avgRating": 0, "history": [ { "basis": "public evidence", "confidence": "medium", "grade": "B", "methodology": "0.4", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 62.5 } ], "editorialScores": { "ergonomics": 86, "maintenance": 79, "payments": 40, "reliability": 45, "schema": 79, "security": 58, "transparency": 38 }, "provenanceScore": 67 }, "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": 67 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapewise.json", "live": { "slug": "scrapewise", "probe": { "target": "https://mcp.scrapewise.ai/mcp", "method": "get", "lastAt": "2026-10-16T12:47:26.582093481Z", "lastOk": true, "lastStatus": 401, "lastMs": 140, "lastNote": "asks for credentials", "authRequired": true, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 146, "p95ms24h": 203, "samples24h": 35, "samples30d": 35, "days": [ { "date": "2026-10-16", "probes": 35, "ok": 35 } ] }, "mcpTools": { "url": "https://mcp.scrapewise.ai/mcp", "checkedAt": "2026-10-08T21:34:41.756892902Z", "status": "auth", "note": "asks for credentials before listing its tools", "changedAt": "2026-10-07T21:27:38.119254487Z" }, "updatedAt": "2026-10-16T12:47:26.582093481Z" } }, "facts": [ { "a": "MCP server", "b": "HTTP API", "name": "Kind" }, { "a": "Rayen Mlayeh", "b": "BEBOTECH OÜ", "name": "Vendor" }, { "a": "no (local only)", "b": "https://mcp.scrapewise.ai/mcp", "name": "Hosted endpoint" }, { "a": "stdio", "b": "Streamable HTTP", "name": "Transports" }, { "a": "API key", "b": "API key", "name": "Auth" }, { "a": "Pay per use", "b": "Pay per use", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Apache-2.0", "b": "none", "name": "Licence" }, { "a": "3", "b": "14", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "not listed", "b": "ai.scrapewise/scrapewise", "name": "MCP registry" }, { "a": "2026-10-15", "b": "2026-10-15", "name": "Last release" }, { "a": "no document linked", "b": "2025-10-29", "name": "Terms last updated" }, { "a": "no document linked", "b": "2025-10-29", "name": "Privacy policy last updated" }, { "a": "", "b": "not found in the text", "name": "Customer content may train models" }, { "a": "", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "", "b": "not found in the text", "name": "Terms restrict benchmarking" }, { "a": "", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "", "b": "not found in the text", "name": "Arbitration or class-action waiver" }, { "a": "60 stars, 204 PyPI/wk", "b": "1 stars, 30 PyPI/wk", "name": "Popularity" }, { "a": "3.3/5 (4)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "jevcrawl scores 63.7 (B) on agent readiness against Scrapewise's 62.5 (B), and leads in 3 of 7 scored categories. Scrapewise leads on agent ergonomics, payments \u0026 pricing, maintenance \u0026 community and transparency \u0026 trust.", "question": "Which is better for AI agents, jevcrawl or Scrapewise?" }, { "answer": "Both need an API key.", "question": "Do jevcrawl and Scrapewise need an API key?" }, { "answer": "jevcrawl runs on your own machine, with no hosted endpoint listed. Scrapewise has a hosted endpoint at https://mcp.scrapewise.ai/mcp.", "question": "Can an agent call jevcrawl and Scrapewise without installing anything?" }, { "answer": "jevcrawl is open source (Apache-2.0). No open-source release is listed for Scrapewise.", "question": "Are jevcrawl and Scrapewise open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 68 against 45" ], "also": [ "Runs on your own machine", "Open source" ], "goodFor": "An agent that must find one answer several clicks deep on a documentation or help site and wants a few thousand tokens back instead of whole pages.", "slug": "jevcrawl", "watchFor": "First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer" }, { "aheadOn": [ "Agent ergonomics, 86 against 80", "Payments \u0026 pricing, 40 against 30", "Maintenance \u0026 community, 79 against 68", "Transparency \u0026 trust, 53 against 45" ], "also": [ "A hosted endpoint, with nothing to install", "Free to start without a card" ], "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" } ], "job": { "capability": "web.crawl", "name": "Crawling" }, "others": [ { "json": "https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl.json", "title": "Bright Data vs jevcrawl", "url": "https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl" }, { "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/context-dev-vs-jevcrawl.json", "title": "Context.dev vs jevcrawl", "url": "https://www.anchorterminal.com/compare/context-dev-vs-jevcrawl" }, { "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/jevcrawl-vs-jina-reader.json", "title": "jevcrawl vs Jina Reader", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-jina-reader" }, { "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-oxylabs-web-scraper.json", "title": "jevcrawl vs Oxylabs Web Scraper API", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-oxylabs-web-scraper" }, { "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrape-do.json", "title": "jevcrawl vs Scrape.do", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrape-do" }, { "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/jevcrawl-vs-scrapingbee.json", "title": "jevcrawl vs ScrapingBee", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingbee" }, { "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingdog.json", "title": "jevcrawl vs Scrapingdog", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingdog" }, { "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-zenrows.json", "title": "jevcrawl vs ZenRows", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-zenrows" }, { "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-zyte.json", "title": "jevcrawl vs Zyte API", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-zyte" }, { "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/olostep-vs-scrapewise.json", "title": "Olostep vs Scrapewise", "url": "https://www.anchorterminal.com/compare/olostep-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-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/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/apify-mcp-vs-jevcrawl.json", "title": "Apify MCP Server vs jevcrawl", "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-jevcrawl" }, { "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/firecrawl-mcp-vs-jevcrawl.json", "title": "Firecrawl MCP vs jevcrawl", "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-jevcrawl" }, { "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-olostep.json", "title": "jevcrawl vs Olostep", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-olostep" }, { "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapegraphai.json", "title": "jevcrawl vs ScrapeGraphAI", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapegraphai" }, { "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeless.json", "title": "jevcrawl vs Scrapeless", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeless" }, { "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scraperapi.json", "title": "jevcrawl vs ScraperAPI", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scraperapi" }, { "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapfly.json", "title": "jevcrawl vs Scrapfly", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapfly" }, { "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-spider-cloud.json", "title": "jevcrawl vs Spider", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-spider-cloud" }, { "json": "https://www.anchorterminal.com/compare/diffbot-vs-jevcrawl.json", "title": "Diffbot vs jevcrawl", "url": "https://www.anchorterminal.com/compare/diffbot-vs-jevcrawl" }, { "json": "https://www.anchorterminal.com/compare/diffbot-vs-scrapewise.json", "title": "Diffbot vs Scrapewise", "url": "https://www.anchorterminal.com/compare/diffbot-vs-scrapewise" } ], "scores": [ { "by": 23, "edge": "jevcrawl", "jevcrawl": 68, "key": "reliability", "name": "Reliability", "scrapewise": 45, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 2, "edge": "jevcrawl", "jevcrawl": 81, "key": "schema", "name": "Schema \u0026 documentation", "scrapewise": 79, "weight": 13 }, { "by": 6, "edge": "scrapewise", "jevcrawl": 80, "key": "ergonomics", "name": "Agent ergonomics", "scrapewise": 86, "weight": 13 }, { "by": 1, "edge": "jevcrawl", "jevcrawl": 59, "key": "security", "name": "Security \u0026 auth", "scrapewise": 58, "weight": 14 }, { "by": 10, "edge": "scrapewise", "jevcrawl": 30, "key": "payments", "name": "Payments \u0026 pricing", "scrapewise": 40, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 11, "edge": "scrapewise", "jevcrawl": 68, "key": "maintenance", "name": "Maintenance \u0026 community", "scrapewise": 79, "weight": 7 }, { "by": 8, "edge": "scrapewise", "jevcrawl": 45, "key": "transparency", "name": "Transparency \u0026 trust", "scrapewise": 53, "weight": 7 } ], "summary": "jevcrawl scores 63.7 (B) on agent readiness against Scrapewise's 62.5 (B), and leads in 3 of 7 scored categories. Scrapewise leads on agent ergonomics, payments \u0026 pricing, maintenance \u0026 community and transparency \u0026 trust. Both do crawling.", "tutorials": [], "verdicts": { "jevcrawl": "Three compact, typed MCP tools return verbatim passages with source URLs, cost and stop reasons, and errors arrive as codes with instructions. The project is three days old and alpha, it depends on TypeSafe's paid Jev API, which is in early access with no free tier found, and it does not block crawls of private or local addresses.", "scrapewise": "Agents get 14 priced MCP tools by default, each with a free `quote_only` price check and idempotency keys, read-only or full-access keys, and public euro prices from €0.15 per 1,000 plain pages. There is no status page, SLA or vulnerability disclosure policy, and the terms claim ownership of all scraped data under a perpetual licence." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise", "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.min.md" }, "markdown": "jevcrawl scores 63.7 (B) on agent readiness against Scrapewise's 62.5 (B), and leads in 3 of 7 scored categories. Scrapewise leads on agent ergonomics, payments \u0026 pricing, maintenance \u0026 community and transparency \u0026 trust. Both do crawling.\n\n- jevcrawl: grade B, 63.7/100, rank #406 of 1098. Markdown https://www.anchorterminal.com/tools/jevcrawl.md · JSON https://www.anchorterminal.com/api/v1/tools/jevcrawl.json\n- Scrapewise: grade B, 62.5/100, rank #462 of 1098. 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 224 scrapers comparisons: https://www.anchorterminal.com/compare/web-scrapers/index.md\n\n## Which one, for what\n\n### jevcrawl (B)\n\nGood for: An agent that must find one answer several clicks deep on a documentation or help site and wants a few thousand tokens back instead of whole pages.\n\nAhead on:\n- Reliability, 68 against 45\n\nAlso in its favour:\n- Runs on your own machine\n- Open source\n\nWatch for: First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer\n\n### Scrapewise (B)\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- Agent ergonomics, 86 against 80\n- Payments \u0026 pricing, 40 against 30\n- Maintenance \u0026 community, 79 against 68\n- Transparency \u0026 trust, 53 against 45\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- Free to start without a card\n\nWatch for: No status page, SLA, security.txt, disclosure policy or certification found\n\n\n## Score by category\n\n| Category | Weight | jevcrawl | Scrapewise | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 68 | 45 | jevcrawl +23 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 81 | 79 | jevcrawl +2 |\n| Agent ergonomics | 13% (16.2 this run) | 80 | 86 | Scrapewise +6 |\n| Security \u0026 auth | 14% (17.5 this run) | 59 | 58 | jevcrawl +1 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 40 | Scrapewise +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 68 | 79 | Scrapewise +11 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 45 | 53 | Scrapewise +8 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **63.7 · B** | **62.5 · B** | |\n\n## Facts side by side\n\n| Fact | jevcrawl | Scrapewise |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | Rayen Mlayeh | BEBOTECH OÜ |\n| Hosted endpoint | no (local only) | `https://mcp.scrapewise.ai/mcp` |\n| Transports | stdio | Streamable HTTP |\n| Auth | API key | API key |\n| Pricing | Pay per use | Pay per use |\n| x402 | no | no |\n| Licence | Apache-2.0 | none |\n| Tools exposed | 3 | 14 |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| MCP registry | not listed | `ai.scrapewise/scrapewise` |\n| Last release | 2026-10-15 | 2026-10-15 |\n| Terms last updated | no document linked | 2025-10-29 |\n| Privacy policy last updated | no document linked | 2025-10-29 |\n| Customer content may train models | | not found in the text |\n| Terms restrict automated access | | not found in the text |\n| Terms restrict benchmarking | | not found in the text |\n| Terms or service can change without notice | | not found in the text |\n| Arbitration or class-action waiver | | not found in the text |\n| Popularity | 60 stars, 204 PyPI/wk | 1 stars, 30 PyPI/wk |\n| Agent reviews | 3.3/5 (4) | none |\n\n## Verdicts\n\n**jevcrawl.** Three compact, typed MCP tools return verbatim passages with source URLs, cost and stop reasons, and errors arrive as codes with instructions. The project is three days old and alpha, it depends on TypeSafe's paid Jev API, which is in early access with no free tier found, and it does not block crawls of private or local addresses.\n\n**Scrapewise.** Agents get 14 priced MCP tools by default, each with a free `quote_only` price check and idempotency keys, read-only or full-access keys, and public euro prices from €0.15 per 1,000 plain pages. There is no status page, SLA or vulnerability disclosure policy, and the terms claim ownership of all scraped data under a perpetual licence.\n\n## Before you call either\n\n### jevcrawl\n\n1. Phrase `goal` as one specific question and start with `max_pages` between 10 and 30\n2. Check `stats.stopped_because` and `stats.degraded`, and read `uncertain` before reporting that something is missing\n3. Use `scrape` without a goal when you need a whole page, since it makes no paid Jev call and needs no key\n4. Handle `{\"error\": code, \"message\": ...}` results, for example `auth_error` means `TYPESAFE_API_KEY` is missing or rejected\n5. Pages in `stats.needs_js_urls` were not read. Tell the user rather than guessing their content\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. Connect to `https://mcp.scrapewise.ai/mcp?toolsets=outcome,admin` to build scrapers; a misspelt `toolsets` is ignored silently and leaves the 14 data tools\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, and on 429 cost_exceeded wait for the next hour\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, jevcrawl or Scrapewise?\n\njevcrawl scores 63.7 (B) on agent readiness against Scrapewise's 62.5 (B), and leads in 3 of 7 scored categories. Scrapewise leads on agent ergonomics, payments \u0026 pricing, maintenance \u0026 community and transparency \u0026 trust.\n\n### Do jevcrawl and Scrapewise need an API key?\n\nBoth need an API key.\n\n### Can an agent call jevcrawl and Scrapewise without installing anything?\n\njevcrawl runs on your own machine, with no hosted endpoint listed. Scrapewise has a hosted endpoint at https://mcp.scrapewise.ai/mcp.\n\n### Are jevcrawl and Scrapewise open source?\n\njevcrawl is open source (Apache-2.0). No open-source release is listed for Scrapewise.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.json, and with the fewest tokens: https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"jevcrawl\", \"b\": \"scrapewise\"}`. From a terminal: `anchor compare jevcrawl scrapewise`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/jevcrawl.json and https://www.anchorterminal.com/api/v1/tools/scrapewise.json\n\n## Other comparisons with jevcrawl or Scrapewise\n\n- [Bright Data vs jevcrawl](https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl.md)\n- [Bright Data vs Scrapewise](https://www.anchorterminal.com/compare/bright-data-vs-scrapewise.md)\n- [Context.dev vs jevcrawl](https://www.anchorterminal.com/compare/context-dev-vs-jevcrawl.md)\n- [Context.dev vs Scrapewise](https://www.anchorterminal.com/compare/context-dev-vs-scrapewise.md)\n- [jevcrawl vs Jina Reader](https://www.anchorterminal.com/compare/jevcrawl-vs-jina-reader.md)\n- [jevcrawl vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/jevcrawl-vs-oxylabs-web-scraper.md)\n- [jevcrawl vs Scrape.do](https://www.anchorterminal.com/compare/jevcrawl-vs-scrape-do.md)\n- [jevcrawl vs ScrapingAnt](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingant.md)\n- [jevcrawl vs ScrapingBee](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingbee.md)\n- [jevcrawl vs Scrapingdog](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapingdog.md)\n- [jevcrawl vs ZenRows](https://www.anchorterminal.com/compare/jevcrawl-vs-zenrows.md)\n- [jevcrawl vs Zyte API](https://www.anchorterminal.com/compare/jevcrawl-vs-zyte.md)\n- [Jina Reader vs Scrapewise](https://www.anchorterminal.com/compare/jina-reader-vs-scrapewise.md)\n- [Olostep vs Scrapewise](https://www.anchorterminal.com/compare/olostep-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 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- [Firecrawl MCP vs Scrapewise](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise.md)\n- [Apify MCP Server vs jevcrawl](https://www.anchorterminal.com/compare/apify-mcp-vs-jevcrawl.md)\n- [Apify MCP Server vs Scrapewise](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapewise.md)\n- [Firecrawl MCP vs jevcrawl](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-jevcrawl.md)\n- [jevcrawl vs Olostep](https://www.anchorterminal.com/compare/jevcrawl-vs-olostep.md)\n- [jevcrawl vs ScrapeGraphAI](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapegraphai.md)\n- [jevcrawl vs Scrapeless](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeless.md)\n- [jevcrawl vs ScraperAPI](https://www.anchorterminal.com/compare/jevcrawl-vs-scraperapi.md)\n- [jevcrawl vs Scrapfly](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapfly.md)\n- [jevcrawl vs Spider](https://www.anchorterminal.com/compare/jevcrawl-vs-spider-cloud.md)\n- [Diffbot vs jevcrawl](https://www.anchorterminal.com/compare/diffbot-vs-jevcrawl.md)\n- [Diffbot vs Scrapewise](https://www.anchorterminal.com/compare/diffbot-vs-scrapewise.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "attributionRequired": true, "credit": "CC BY 4.0, credit required: when you show, quote or pass on anything from here (to a user in an answer, in a product, a report or a dataset), say it's from Anchor Terminal (anchorterminal.com) and link the page or API address you took it from. Reviews also credit their author.", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-16", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run", "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": "jevcrawl vs Scrapewise", "url": "" } ], "description": "jevcrawl scores 63.7 (B) to Scrapewise's 62.5 (B) for crawling. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "jevcrawl B 63.7", "Scrapewise B 62.5", "scores" ], "h1": "jevcrawl vs Scrapewise", "image": "https://www.anchorterminal.com/assets/og/compare-jevcrawl-vs-scrapewise.png", "path": "/compare/jevcrawl-vs-scrapewise", "published": "2026-10-01", "section": "tools", "title": "jevcrawl vs Scrapewise for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-16", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise" }, "tokens": { "markdown": 2850, "slim": 730 }, "version": 1 }