{ "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": 64.3, "grade": "B", "agentReady": false, "rank": 410, "ranked": true, "rankOf": 1226, "categoryRank": 9, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 80, "maintenance": 68, "payments": 30, "reliability": 68, "schema": 81, "security": 59, "transparency": 51 }, "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": "0.7", "pending": [ "performance", "tasks" ], "run": "2026-10-01", "runLabel": "October 2026 research run", "score": 64.3 } ], "editorialScores": { "ergonomics": 80, "maintenance": 68, "payments": 30, "reliability": 68, "schema": 81, "security": 59, "transparency": 63 }, "provenanceScore": 39, "checked": { "categories": { "ergonomics": "2026-10-15", "maintenance": "2026-10-15", "payments": "2026-10-15", "reliability": "2026-10-15", "schema": "2026-10-15", "security": "2026-10-15", "transparency": "2026-10-15" }, "last": "2026-10-15", "lastMoved": "2026-10-27", "oldest": "2026-10-15", "stale": false, "staleAfterDays": 90 } }, "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": 39 }, "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": "2026-10-29T13:16:06.321055172Z" }, { "registry": "pypi", "name": "jevcrawl", "version": "0.2.0", "released": "2026-10-15", "seenAt": "2026-10-29T13:16:06.116873216Z" } ], "githubStars": 82, "pypiWeekly": 29, "domain": { "domain": "github.com/rayenmlayeh", "checkedAt": "2026-10-25T13:57:09.052065015Z" }, "github": { "repo": "rayenmlayeh/jevcrawl", "checkedAt": "2026-10-26T07:59:46.257849444Z", "stars": 82, "archived": false, "issuesEnabled": true, "pushedAt": "2026-10-26T03:04:11Z", "openIssues": 6, "openPRs": 0, "issuesOpened90d": 8, "issuesClosed90d": 2, "prsMerged90d": 1, "ci": { "branch": "main", "runs": 15, "success": 15, "failure": 0, "other": 0, "latest": "success", "latestAt": "2026-10-26T03:04:40Z" }, "replies": { "sampled": 8, "unanswered": 6, "medianDays": 1.8 } }, "updatedAt": "2026-10-29T13:16:06.321055172Z" } }, "answer": "jevcrawl scores 64.3 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 3 of 7 scored categories. ScrapeAtlas leads on schema \u0026 documentation, payments \u0026 pricing and transparency \u0026 trust.", "b": { "slug": "scrapeatlas", "name": "ScrapeAtlas", "vendor": "OD. Media \u0026 Technology LLC", "vendorUrl": "https://scrapeatlas.com", "kind": "http-api", "category": "web-scrapers", "summary": "ScrapeAtlas is a hosted API that returns public profiles, posts, comments, videos, ads, products and market data from 49 social, video, forum, marketplace and prediction-market platforms as JSON, with a CLI, an n8n node and a hosted MCP server.", "url": "https://www.anchorterminal.com/tools/scrapeatlas", "markdownUrl": "https://www.anchorterminal.com/tools/scrapeatlas.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scrapeatlas.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scrapeatlas.json", "license": "Proprietary service under ScrapeAtlas's Terms of Service. The @scrapeatlas/cli package on npm is MIT with no public source repository", "transports": [ "http", "streamable-http" ], "remoteUrl": "https://api.scrapeatlas.com", "packages": [ { "registry": "npm", "name": "@scrapeatlas/cli" }, { "registry": "npm", "name": "n8n-nodes-scrapeatlas" } ], "auth": "mixed", "authNotes": "A customer API key (prefix `sa_live_`) created on the account page, sent as `x-api-key` or `Authorization: Bearer` to https://api.scrapeatlas.com. Several keys share one credit balance, keys carry an expiry date, and revocation takes effect within 60 seconds per the authentication page. No scopes or per-platform keys. The hosted MCP server at https://api.scrapeatlas.com/mcp takes the same key as a Bearer token, or an OAuth authorization-code flow with PKCE S256, dynamic client registration at /oauth/register and one scope, `scrapeatlas`; the MCP page calls OAuth-only connectors unsupported in the preview. Keys can't buy credits or manage the account, which need a dashboard session.", "pricing": "usage", "pricingNotes": "100 free credits at signup with no card, then one-time credit packs of 10,000 for $19 ($1.90 per 1,000), 50,000 for $89 ($1.78) and 200,000 for $249 ($1.25) on the home page (30 October 2026). One credit per successful request, partial results and valid empty collections included, 2 credits on LinkedIn post search, the six Quora search endpoints and Threads user search. Failed requests, account utilities and internal retries cost 0. Credits never expire, and there are no subscriptions. Eight Actors on the Apify Store cost $1.98 per 1,000 successful requests with no ScrapeAtlas account.", "priceSummary": "$1.90 / 1k req", "where": "hosted", "x402": { "level": "no", "evidence": "No x402, MPP or L402 on scrapeatlas.com, in the docs, llms.txt or the OpenAPI file (checked 2026-10-30). Credit packs are bought through a hosted Stripe Checkout from a dashboard session. The only route without a ScrapeAtlas account is the vendor's eight Actors on the Apify Store, paid through Apify.", "endpoints": [] }, "toolCount": 373, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": null, "asOf": "2026-10-30" }, "docsUrl": "https://scrapeatlas.com/docs/", "llmsTxt": "https://scrapeatlas.com/docs/llms.txt", "openapi": "https://scrapeatlas.com/docs/openapi.json", "registryName": "io.github.OnlineDopamine/scrapeatlas", "capabilities": [ "web.extract", "social.analytics", "data.markets" ], "tags": [ "hosted", "official", "closed-source", "openapi", "llms-txt", "mcp", "cli", "free-tier", "no-card", "prepaid", "usage-priced", "new" ], "lastRelease": "2026-10-28", "graded": true, "anchor": { "graded": true, "score": 63, "grade": "B", "agentReady": false, "rank": 481, "ranked": true, "rankOf": 1226, "categoryRank": 12, "methodology": "0.7", "run": "2026-10-01", "scores": { "ergonomics": 76, "maintenance": 70, "payments": 55, "reliability": 42, "schema": 88, "security": 55, "transparency": 61 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-30" }, "negative": 0, "verdict": "An OpenAPI 3.1 file with 386 operations, typed parameters and a uniform failure object, published limits of 120 requests a minute and 4 concurrent, and 1 credit per successful request with failed calls free. No status page, security.txt or SDKs, the MCP server is a preview with 373 tools, and the product is five weeks old.", "bestFor": "Agents that need structured public data from a named social, video, forum, marketplace or prediction-market platform, such as a creator's profile and recent posts, a thread's comments, a product's reviews or a market's order book, paid per successful request without a subscription.", "strengths": [ "A public OpenAPI 3.1 file with 386 operations, enums or patterns on most parameters, a response example on 373 operations and error responses on every data endpoint", "One response envelope on every endpoint, with `status`, `coverage.warnings`, `requestId` and `accounting`, and 33 failure codes the docs sort into retryable and not", "Limits published as 120 requests a minute and 4 concurrent per account, with a `retry-after` on 429 and `x-credits-charged` and `x-credits-remaining` headers", "One credit per successful request, failed requests and internal retries free, 100 credits at signup without a card, and packs from $1.25 to $1.90 per 1,000", "Account usage and activity endpoints at 0 credits, with per-request metadata filterable by platform, operation and status" ], "weaknesses": [ "No status page or incident history was found, and the terms promise no uptime, throughput or continued availability of an endpoint", "API keys have no scopes, and the MCP OAuth flow has a single scope, `scrapeatlas`", "No security.txt, disclosure policy, bug bounty or certification was found; keys are stored hashed per the privacy policy", "The MCP server is a preview that loads 373 tool definitions with no documented subset, and the registry entry under a personal GitHub namespace is at 1.0.0 from 5 October", "No official SDKs; the npm CLI has no public source repository, and support in the dashboard is for customers with a credit purchase", "Every response is third-party page content and the docs carry no guidance on treating it as untrusted" ], "agentNotes": [ "Send the key as `x-api-key` on https://api.scrapeatlas.com and check `status` on every HTTP 200; `partial` is usable data with `coverage.warnings`, `failed` and `challenged` carry `failure.code`.", "Retry only on `upstream_rate_limited`, `timeout` and `busy`, after the `retry-after` on a 429. Stay under 120 requests a minute and 4 concurrent per account.", "Pass the returned `cursor` back unchanged for the next page, and use `since` and `until` (ISO 8601 or Unix seconds) where listed; each page costs another credit.", "Each platform has its own response schema, so read the endpoint's response fields before mapping; unknown values are `null`, never 0.", "For MCP, connect to https://api.scrapeatlas.com/mcp over Streamable HTTP with `Authorization: Bearer` and expect 373 tools; the two account tools and failed calls cost 0 credits." ], "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": 63 } ], "editorialScores": { "ergonomics": 76, "maintenance": 70, "payments": 55, "reliability": 42, "schema": 88, "security": 55, "transparency": 54 }, "provenanceScore": 67, "checked": { "categories": { "ergonomics": "2026-10-30", "maintenance": "2026-10-30", "payments": "2026-10-30", "reliability": "2026-10-30", "schema": "2026-10-30", "security": "2026-10-30", "transparency": "2026-10-30" }, "last": "2026-10-30", "oldest": "2026-10-30", "stale": false, "staleAfterDays": 90 } }, "connect": { "install": "npm install -g @scrapeatlas/cli", "http": "curl \"https://api.scrapeatlas.com/v1/bluesky/profile?handle=bsky.app\" -H \"x-api-key: $SCRAPEATLAS_API_KEY\"" }, "letme": { "capability": "https://letme.dev/web.extract", "tool": "https://letme.dev/scrapeatlas" }, "area": "web-data", "unitPrices": [ { "item": "10,000-credit pack", "unit": "1k-requests", "usd": 1.9, "note": "$19 one-time, 1 credit per successful request, home page checked 30 October 2026" }, { "item": "50,000-credit pack", "unit": "1k-requests", "usd": 1.78, "note": "$89 one-time" }, { "item": "200,000-credit pack", "unit": "1k-requests", "usd": 1.25, "note": "$249 one-time; not named in the OpenAPI checkout operation or on the affiliate page" }, { "item": "Apify Store Actors", "unit": "1k-requests", "usd": 1.98, "note": "successful requests, paid through Apify, no ScrapeAtlas account; TikTok, Instagram, Meetup and Couchsurfing only" } ], "provenance": { "legalEntity": "OD. Media \u0026 Technology LLC", "domain": "scrapeatlas.com", "domainRegistered": "2026-09-10", "endpointOnVendorDomain": true, "terms": "https://scrapeatlas.com/terms/", "privacy": "https://scrapeatlas.com/privacy/", "statusPage": "", "changelog": "https://scrapeatlas.com/changelog/", "securityTxt": "none", "checked": "2026-10-30", "notes": [ "The Terms of Service (last updated 29 September 2026), the privacy policy (19 October 2026) and the Public Data Notice (29 September 2026) name OD. Media \u0026 Technology LLC, License No. 2431901.01, Sharjah Media City, Sharjah, United Arab Emirates, governed by UAE and Sharjah law. The contact address on all three is on a different domain, fddigital.net.", "RDAP for scrapeatlas.com gives a registration date of 2026-09-10 through NameCheap. The earliest Wayback Machine capture, 11 September 2026, lists ten platforms as live private services and says public self-service access is not open yet.", "firstReleased is the changelog's first entry, 21 September 2026, which also records CLI 0.10.0 with every endpoint as a CLI command and an MCP tool. The npm CLI's 0.1.0 is dated 12 September 2026, before self-service access opened. The changelog itself was published on 24 September.", "https://scrapeatlas.com/.well-known/security.txt and https://scrapeatlas.com/status/ answer 404. api.scrapeatlas.com answers robots.txt with a JSON error per the 30 October listing check, so only its two OAuth metadata documents were read.", "The MCP registry entry io.github.OnlineDopamine/scrapeatlas sits under a personal GitHub namespace, the account that also publishes the npm packages, not under a company organisation." ], "score": 67 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapeatlas.json", "live": { "slug": "scrapeatlas", "probe": { "target": "https://api.scrapeatlas.com", "method": "get", "lastAt": "2026-10-30T13:20:35.331161564Z", "lastOk": true, "lastStatus": 404, "lastMs": 159, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 162, "p95ms24h": 243, "samples24h": 17, "samples30d": 17, "days": [ { "date": "2026-10-30", "probes": 17, "ok": 17 } ] }, "updatedAt": "2026-10-30T13:20:35.331161564Z" } }, "facts": [ { "a": "MCP server", "b": "HTTP API", "name": "Kind" }, { "a": "Rayen Mlayeh", "b": "OD. Media \u0026 Technology LLC", "name": "Vendor" }, { "a": "no (local only)", "b": "https://api.scrapeatlas.com", "name": "Hosted endpoint" }, { "a": "stdio", "b": "HTTP, Streamable HTTP", "name": "Transports" }, { "a": "API key", "b": "OAuth or key", "name": "Auth" }, { "a": "Pay per use", "b": "Pay per use", "name": "Pricing" }, { "a": "no", "b": "no", "name": "x402" }, { "a": "Apache-2.0", "b": "Proprietary service under ScrapeAtlas's Terms of Service. The @scrapeatlas/cli package on npm is MIT with no public source repository", "name": "Licence" }, { "a": "3", "b": "373", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "no", "b": "yes", "name": "llms.txt" }, { "a": "not listed", "b": "io.github.OnlineDopamine/scrapeatlas", "name": "MCP registry" }, { "a": "2026-10-15", "b": "2026-10-28", "name": "Last release" }, { "a": "no document linked", "b": "", "name": "Terms last updated" }, { "a": "no document linked", "b": "", "name": "Privacy policy last updated" }, { "a": "", "b": "", "name": "Customer content may train models" }, { "a": "", "b": "", "name": "Terms restrict automated access" }, { "a": "", "b": "", "name": "Terms restrict benchmarking" }, { "a": "", "b": "", "name": "Terms or service can change without notice" }, { "a": "", "b": "", "name": "Arbitration or class-action waiver" }, { "a": "60 stars, 204 PyPI/wk", "b": "none", "name": "Popularity" }, { "a": "3.3/5 (4)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "jevcrawl scores 64.3 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 3 of 7 scored categories. ScrapeAtlas leads on schema \u0026 documentation, payments \u0026 pricing and transparency \u0026 trust.", "question": "Which is better for AI agents, jevcrawl or ScrapeAtlas?" }, { "answer": "jevcrawl needs an API key. ScrapeAtlas takes an API key or an OAuth sign-in.", "question": "Do jevcrawl and ScrapeAtlas need an API key?" }, { "answer": "jevcrawl runs on your own machine, with no hosted endpoint listed. ScrapeAtlas has a hosted endpoint at https://api.scrapeatlas.com.", "question": "Can an agent call jevcrawl and ScrapeAtlas without installing anything?" }, { "answer": "jevcrawl is open source (Apache-2.0). No open-source release is listed for ScrapeAtlas.", "question": "Are jevcrawl and ScrapeAtlas open source?" } ], "goodFor": [ { "aheadOn": [ "Reliability, 68 against 42" ], "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": [ "Schema \u0026 documentation, 88 against 81", "Payments \u0026 pricing, 55 against 30", "Transparency \u0026 trust, 61 against 51" ], "also": [ "A hosted endpoint, with nothing to install", "Free to start without a card" ], "goodFor": "Agents that need structured public data from a named social, video, forum, marketplace or prediction-market platform, such as a creator's profile and recent posts, a thread's comments, a product's reviews or a market's order book, paid per successful request without a subscription.", "slug": "scrapeatlas", "watchFor": "No status page or incident history was found, and the terms promise no uptime, throughput or continued availability of an endpoint" } ], "job": { "capability": "web.extract", "name": "Extraction" }, "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/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/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/context-dev-vs-scrapeatlas.json", "title": "Context.dev vs ScrapeAtlas", "url": "https://www.anchorterminal.com/compare/context-dev-vs-scrapeatlas" }, { "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-scrapeatlas.json", "title": "Diffbot vs ScrapeAtlas", "url": "https://www.anchorterminal.com/compare/diffbot-vs-scrapeatlas" }, { "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapeatlas.json", "title": "Firecrawl MCP vs ScrapeAtlas", "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapeatlas" }, { "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapeatlas.json", "title": "Olostep vs ScrapeAtlas", "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapeatlas" }, { "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapeatlas.json", "title": "Oxylabs Web Scraper API vs ScrapeAtlas", "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapeatlas" }, { "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapegraphai.json", "title": "ScrapeAtlas vs ScrapeGraphAI", "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapegraphai" }, { "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scraperapi.json", "title": "ScrapeAtlas vs ScraperAPI", "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scraperapi" }, { "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapewise.json", "title": "ScrapeAtlas vs Scrapewise", "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapewise" }, { "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly.json", "title": "ScrapeAtlas vs Scrapfly", "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly" }, { "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/scrapeatlas-vs-scrapingbee.json", "title": "ScrapeAtlas vs ScrapingBee", "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingbee" }, { "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingdog.json", "title": "ScrapeAtlas vs Scrapingdog", "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingdog" }, { "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-spider-cloud.json", "title": "ScrapeAtlas vs Spider", "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-spider-cloud" }, { "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-zenrows.json", "title": "ScrapeAtlas vs ZenRows", "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-zenrows" }, { "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-zyte.json", "title": "ScrapeAtlas vs Zyte API", "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-zyte" }, { "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/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-scrapewise.json", "title": "jevcrawl vs Scrapewise", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise" }, { "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" } ], "scores": [ { "by": 26, "edge": "jevcrawl", "jevcrawl": 68, "key": "reliability", "name": "Reliability", "scrapeatlas": 42, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 7, "edge": "scrapeatlas", "jevcrawl": 81, "key": "schema", "name": "Schema \u0026 documentation", "scrapeatlas": 88, "weight": 13 }, { "by": 4, "edge": "jevcrawl", "jevcrawl": 80, "key": "ergonomics", "name": "Agent ergonomics", "scrapeatlas": 76, "weight": 13 }, { "by": 4, "edge": "jevcrawl", "jevcrawl": 59, "key": "security", "name": "Security \u0026 auth", "scrapeatlas": 55, "weight": 14 }, { "by": 25, "edge": "scrapeatlas", "jevcrawl": 30, "key": "payments", "name": "Payments \u0026 pricing", "scrapeatlas": 55, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 2, "edge": "scrapeatlas", "jevcrawl": 68, "key": "maintenance", "name": "Maintenance \u0026 community", "scrapeatlas": 70, "weight": 7 }, { "by": 10, "edge": "scrapeatlas", "jevcrawl": 51, "key": "transparency", "name": "Transparency \u0026 trust", "scrapeatlas": 61, "weight": 7 } ], "summary": "jevcrawl scores 64.3 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 3 of 7 scored categories. ScrapeAtlas leads on schema \u0026 documentation, payments \u0026 pricing and transparency \u0026 trust. Both do extraction.", "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.", "scrapeatlas": "An OpenAPI 3.1 file with 386 operations, typed parameters and a uniform failure object, published limits of 120 requests a minute and 4 concurrent, and 1 credit per successful request with failed calls free. No status page, security.txt or SDKs, the MCP server is a preview with 373 tools, and the product is five weeks old." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeatlas", "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeatlas.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeatlas.md", "mcp": "https://www.anchorterminal.com/mcp", "slim": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeatlas.min.md" }, "markdown": "jevcrawl scores 64.3 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 3 of 7 scored categories. ScrapeAtlas leads on schema \u0026 documentation, payments \u0026 pricing and transparency \u0026 trust. Both do extraction.\n\n- jevcrawl: grade B, 64.3/100, rank #410 of 1226. Markdown https://www.anchorterminal.com/tools/jevcrawl.md · JSON https://www.anchorterminal.com/api/v1/tools/jevcrawl.json\n- ScrapeAtlas: grade B, 63/100, rank #481 of 1226. Markdown https://www.anchorterminal.com/tools/scrapeatlas.md · JSON https://www.anchorterminal.com/api/v1/tools/scrapeatlas.json\n- Best web scraping and crawling APIs for AI agents: https://www.anchorterminal.com/best/web-scrapers/index.md\n- All 242 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 42\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### ScrapeAtlas (B)\n\nGood for: Agents that need structured public data from a named social, video, forum, marketplace or prediction-market platform, such as a creator's profile and recent posts, a thread's comments, a product's reviews or a market's order book, paid per successful request without a subscription.\n\nAhead on:\n- Schema \u0026 documentation, 88 against 81\n- Payments \u0026 pricing, 55 against 30\n- Transparency \u0026 trust, 61 against 51\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 or incident history was found, and the terms promise no uptime, throughput or continued availability of an endpoint\n\n\n## Score by category\n\n| Category | Weight | jevcrawl | ScrapeAtlas | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 68 | 42 | jevcrawl +26 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 81 | 88 | ScrapeAtlas +7 |\n| Agent ergonomics | 13% (16.2 this run) | 80 | 76 | jevcrawl +4 |\n| Security \u0026 auth | 14% (17.5 this run) | 59 | 55 | jevcrawl +4 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 55 | ScrapeAtlas +25 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 68 | 70 | ScrapeAtlas +2 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 51 | 61 | ScrapeAtlas +10 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **64.3 · B** | **63 · B** | |\n\n## Facts side by side\n\n| Fact | jevcrawl | ScrapeAtlas |\n| --- | --- | --- |\n| Kind | MCP server | HTTP API |\n| Vendor | Rayen Mlayeh | OD. Media \u0026 Technology LLC |\n| Hosted endpoint | no (local only) | `https://api.scrapeatlas.com` |\n| Transports | stdio | HTTP, Streamable HTTP |\n| Auth | API key | OAuth or key |\n| Pricing | Pay per use | Pay per use |\n| x402 | no | no |\n| Licence | Apache-2.0 | Proprietary service under ScrapeAtlas's Terms of Service. The @scrapeatlas/cli package on npm is MIT with no public source repository |\n| Tools exposed | 3 | 373 |\n| Read-only variant documented | no | no |\n| llms.txt | no | yes |\n| MCP registry | not listed | `io.github.OnlineDopamine/scrapeatlas` |\n| Last release | 2026-10-15 | 2026-10-28 |\n| Terms last updated | no document linked | |\n| Privacy policy last updated | no document linked | |\n| Customer content may train models | | |\n| Terms restrict automated access | | |\n| Terms restrict benchmarking | | |\n| Terms or service can change without notice | | |\n| Arbitration or class-action waiver | | |\n| Popularity | 60 stars, 204 PyPI/wk | none |\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**ScrapeAtlas.** An OpenAPI 3.1 file with 386 operations, typed parameters and a uniform failure object, published limits of 120 requests a minute and 4 concurrent, and 1 credit per successful request with failed calls free. No status page, security.txt or SDKs, the MCP server is a preview with 373 tools, and the product is five weeks old.\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### ScrapeAtlas\n\n1. Send the key as `x-api-key` on https://api.scrapeatlas.com and check `status` on every HTTP 200; `partial` is usable data with `coverage.warnings`, `failed` and `challenged` carry `failure.code`.\n2. Retry only on `upstream_rate_limited`, `timeout` and `busy`, after the `retry-after` on a 429. Stay under 120 requests a minute and 4 concurrent per account.\n3. Pass the returned `cursor` back unchanged for the next page, and use `since` and `until` (ISO 8601 or Unix seconds) where listed; each page costs another credit.\n4. Each platform has its own response schema, so read the endpoint's response fields before mapping; unknown values are `null`, never 0.\n5. For MCP, connect to https://api.scrapeatlas.com/mcp over Streamable HTTP with `Authorization: Bearer` and expect 373 tools; the two account tools and failed calls cost 0 credits.\n\n## Questions\n\n### Which is better for AI agents, jevcrawl or ScrapeAtlas?\n\njevcrawl scores 64.3 (B) on agent readiness against ScrapeAtlas's 63 (B), and leads in 3 of 7 scored categories. ScrapeAtlas leads on schema \u0026 documentation, payments \u0026 pricing and transparency \u0026 trust.\n\n### Do jevcrawl and ScrapeAtlas need an API key?\n\njevcrawl needs an API key. ScrapeAtlas takes an API key or an OAuth sign-in.\n\n### Can an agent call jevcrawl and ScrapeAtlas without installing anything?\n\njevcrawl runs on your own machine, with no hosted endpoint listed. ScrapeAtlas has a hosted endpoint at https://api.scrapeatlas.com.\n\n### Are jevcrawl and ScrapeAtlas open source?\n\njevcrawl is open source (Apache-2.0). No open-source release is listed for ScrapeAtlas.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeatlas.json, and with the fewest tokens: https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeatlas.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"jevcrawl\", \"b\": \"scrapeatlas\"}`. From a terminal: `anchor compare jevcrawl scrapeatlas`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/jevcrawl.json and https://www.anchorterminal.com/api/v1/tools/scrapeatlas.json\n\n## Other comparisons with jevcrawl or ScrapeAtlas\n\n- [Bright Data vs jevcrawl](https://www.anchorterminal.com/compare/bright-data-vs-jevcrawl.md)\n- [Context.dev vs jevcrawl](https://www.anchorterminal.com/compare/context-dev-vs-jevcrawl.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- [Context.dev vs ScrapeAtlas](https://www.anchorterminal.com/compare/context-dev-vs-scrapeatlas.md)\n- [Diffbot vs jevcrawl](https://www.anchorterminal.com/compare/diffbot-vs-jevcrawl.md)\n- [Diffbot vs ScrapeAtlas](https://www.anchorterminal.com/compare/diffbot-vs-scrapeatlas.md)\n- [Firecrawl MCP vs ScrapeAtlas](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapeatlas.md)\n- [Olostep vs ScrapeAtlas](https://www.anchorterminal.com/compare/olostep-vs-scrapeatlas.md)\n- [Oxylabs Web Scraper API vs ScrapeAtlas](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapeatlas.md)\n- [ScrapeAtlas vs ScrapeGraphAI](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapegraphai.md)\n- [ScrapeAtlas vs ScraperAPI](https://www.anchorterminal.com/compare/scrapeatlas-vs-scraperapi.md)\n- [ScrapeAtlas vs Scrapewise](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapewise.md)\n- [ScrapeAtlas vs Scrapfly](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapfly.md)\n- [ScrapeAtlas vs ScrapingAnt](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingant.md)\n- [ScrapeAtlas vs ScrapingBee](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingbee.md)\n- [ScrapeAtlas vs Scrapingdog](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapingdog.md)\n- [ScrapeAtlas vs Spider](https://www.anchorterminal.com/compare/scrapeatlas-vs-spider-cloud.md)\n- [ScrapeAtlas vs ZenRows](https://www.anchorterminal.com/compare/scrapeatlas-vs-zenrows.md)\n- [ScrapeAtlas vs Zyte API](https://www.anchorterminal.com/compare/scrapeatlas-vs-zyte.md)\n- [Apify MCP Server vs jevcrawl](https://www.anchorterminal.com/compare/apify-mcp-vs-jevcrawl.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 Scrapewise](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.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", "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": "2026-10-30", "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": "jevcrawl vs ScrapeAtlas", "url": "" } ], "description": "jevcrawl scores 64.3 (B) to ScrapeAtlas's 63 (B) for extraction. Prices, MCP, x402, uptime and agent notes side by side.", "facts": [ "jevcrawl B 64.3", "ScrapeAtlas B 63", "scores" ], "h1": "jevcrawl vs ScrapeAtlas", "image": "https://www.anchorterminal.com/assets/og/compare-jevcrawl-vs-scrapeatlas.png", "path": "/compare/jevcrawl-vs-scrapeatlas", "published": "2026-10-01", "section": "tools", "title": "jevcrawl vs ScrapeAtlas for AI agents in 2026: scores and prices", "toc": null, "updated": "2026-10-30", "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapeatlas" }, "tokens": { "markdown": 2850, "slim": 730 }, "version": 1 }