{ "data": { "a": { "slug": "olostep", "name": "Olostep", "vendor": "Olostep Technologies, Inc.", "vendorUrl": "https://www.olostep.com", "kind": "http-api", "category": "web-scrapers", "summary": "Scrape, crawl, map, batch and search API that returns markdown, HTML, JSON or screenshots, with JS rendering and residential IPs on every request.", "url": "https://www.anchorterminal.com/tools/olostep", "markdownUrl": "https://www.anchorterminal.com/tools/olostep.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/olostep.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/olostep.json", "repo": "https://github.com/olostep/olostep-mcp-server", "license": "MIT", "transports": [ "http", "streamable-http", "stdio" ], "remoteUrl": "https://api.olostep.com", "packages": [ { "registry": "npm", "name": "olostep" }, { "registry": "pypi", "name": "olostep" }, { "registry": "npm", "name": "olostep-mcp" } ], "auth": "api-key", "authNotes": "Bearer key in the Authorization header for the API and the hosted MCP server. The stdio MCP server and the SDKs read OLOSTEP_API_KEY. The /x402/ endpoints take an X-Payment header instead of a key.", "pricing": "freemium", "pricingNotes": "Free trial of 500 requests with no card and low rate limits. Starter $9 a month for 5,000 requests (150 concurrent), Standard $99 for 200,000 (500 concurrent), Scale $399 for 1 million. Credit packs from $20 for 10,000, valid 6 months. A scrape is 1 credit, parsers 1 to 5, LLM extraction 10, search 5, answers 20, crawl 1 per page, map 1 plus 1 per extra 1,000 URLs (https://www.olostep.com/pricing).", "priceSummary": "$9 / mo", "where": "both", "x402": { "level": "partial", "evidence": "Documented x402 on POST /v1/scrapes and /v1/maps at $0.01, /v1/answers at $0.05 and /v1/crawls at a dynamic price, USDC on Base, under the /x402/ path prefix (https://docs.olostep.com/x402.md). Our unpaid POST to /x402/v1/scrapes on 2026-09-30 returned 402 with an empty {} body and no PAYMENT-REQUIRED header, so a stock x402 client has no price to sign.", "endpoints": [ { "url": "https://api.olostep.com/x402/v1/scrapes", "priceUsd": 0.01, "network": "eip155:8453" }, { "url": "https://api.olostep.com/x402/v1/maps", "priceUsd": 0.01, "network": "eip155:8453" }, { "url": "https://api.olostep.com/x402/v1/answers", "priceUsd": 0.05, "network": "eip155:8453" }, { "url": "https://api.olostep.com/x402/v1/crawls", "priceUsd": null, "network": "eip155:8453" } ] }, "toolCount": 11, "popularity": { "githubStars": 24, "npmWeekly": 8874, "pypiWeekly": 1976, "asOf": "2026-09-30" }, "docsUrl": "https://docs.olostep.com", "llmsTxt": "https://docs.olostep.com/llms.txt", "openapi": "https://docs.olostep.com/openapi/scrapes.json", "registryName": "io.github.olostep/olostep-mcp-server", "capabilities": [ "web.scrape", "web.extract", "web.crawl", "web.search", "scraping.proxies", "scraping.js-render", "scraping.anti-bot", "scraping.screenshot", "scraping.serp" ], "tags": [ "hosted", "freemium", "no-card", "mcp", "llms-txt", "proxies", "python", "typescript", "openapi", "x402", "free-tier" ], "lastRelease": "2026-07-15", "graded": true, "anchor": { "graded": true, "score": 63, "grade": "B", "agentReady": false, "rank": 370, "ranked": true, "rankOf": 842, "categoryRank": 8, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 87, "maintenance": 58, "payments": 65, "reliability": 60, "schema": 84, "security": 28, "transparency": 58 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-01" }, "negative": 0, "verdict": "OpenAPI 3.0.3 for every endpoint and a structured error body. The x402 challenge came back with no payment requirements in our probe.", "bestFor": "Bulk scraping on a budget and for batch jobs of thousands of URLs.", "strengths": [ "OpenAPI 3.0.3 for every endpoint and a structured error body", "500 free successful requests with no card, $9 a month after that", "x402 documented on scrapes, maps, answers and crawls at $0.01 to $0.05", "Batches of up to 100,000 URLs with cursor pagination", "All 11 MCP tools carry readOnly, destructive and idempotent hints" ], "weaknesses": [ "The x402 challenge came back with no payment requirements in our probe", "One dashboard key with no documented scopes, rotation or revocation", "No 429 or per-minute rate limits documented", "No security page, security.txt or prompt-injection guidance", "Changelog last updated 18 June 2026" ], "agentNotes": [ "For more than a handful of URLs use /v1/batches, then page results with the cursor", "Pass `storage.expires_in` if you need results after about 7 days", "Don't ask for json output without a `parser` or an `llm_extract` schema", "Hosted MCP wants `Authorization: Bearer`, stdio wants OLOSTEP_API_KEY. Mixing them up shows 0 tools", "Check the 402 body before paying over x402. Our probe got an empty one" ], "metrics": { "kind": "remote", "measured": false }, "reviewCount": 2, "avgRating": 3.5, "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 } ], "editorialScores": { "ergonomics": 87, "maintenance": 58, "payments": 65, "reliability": 60, "schema": 84, "security": 28, "transparency": 38 }, "provenanceScore": 78 }, "connect": { "http": "curl -X POST https://api.olostep.com/v1/scrapes -H \"Authorization: Bearer $OLOSTEP_API_KEY\" \\\n -H \"Content-Type: application/json\" -d '{\"url_to_scrape\":\"https://example.com\",\"formats\":[\"markdown\"]}'", "claudeCode": "claude mcp add --transport http olostep https://mcp.olostep.com/mcp --header \"Authorization: Bearer $OLOSTEP_API_KEY\"", "config": { "mcpServers": { "olostep": { "args": [ "-y", "olostep-mcp" ], "command": "npx", "env": { "OLOSTEP_API_KEY": "${OLOSTEP_API_KEY}" } } } } }, "letme": { "capability": "https://letme.dev/web.scrape", "tool": "https://letme.dev/olostep" }, "area": "web-data", "unitPrices": [ { "item": "Starter plan", "unit": "month", "usd": 9, "note": "5,000 requests" }, { "item": "Standard plan", "unit": "month", "usd": 99, "note": "200,000 requests" }, { "item": "Scale plan", "unit": "month", "usd": 399, "note": "1 million requests" }, { "item": "Scrape on Starter", "unit": "1k-requests", "usd": 1.8, "note": "1 credit per basic scrape" }, { "item": "Scrape on Standard", "unit": "1k-requests", "usd": 0.495 }, { "item": "x402 scrape", "unit": "call", "usd": 0.01, "note": "USDC on Base" } ], "provenance": { "legalEntity": "Olostep Technologies Inc.", "domain": "olostep.com", "domainRegistered": "2023-06-04", "endpointOnVendorDomain": true, "terms": "https://www.olostep.com/terms", "privacy": "https://www.olostep.com/privacy-policy", "statusPage": "https://status.olostep.com", "changelog": "https://www.olostep.com/changelog", "securityTxt": "none", "checked": "2026-09-30", "notes": [ "Terms are governed by Delaware law", "Status page is hosted on Better Stack" ], "score": 78 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/olostep.json", "live": { "slug": "olostep", "probe": { "target": "https://api.olostep.com", "method": "get", "lastAt": "2026-10-09T10:42:51.289801966Z", "lastOk": true, "lastStatus": 200, "lastMs": 339, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 342, "p95ms24h": 394, "samples24h": 260, "samples30d": 2300, "days": [ { "date": "2026-09-30", "probes": 35, "ok": 35 }, { "date": "2026-10-01", "probes": 276, "ok": 276 }, { "date": "2026-10-02", "probes": 248, "ok": 248 }, { "date": "2026-10-03", "probes": 271, "ok": 271 }, { "date": "2026-10-04", "probes": 272, "ok": 272 }, { "date": "2026-10-05", "probes": 272, "ok": 272 }, { "date": "2026-10-06", "probes": 272, "ok": 272 }, { "date": "2026-10-07", "probes": 272, "ok": 272 }, { "date": "2026-10-08", "probes": 268, "ok": 268 }, { "date": "2026-10-09", "probes": 114, "ok": 114 } ] }, "vendorStatus": { "page": "https://status.olostep.com", "indicator": "unknown", "summary": "no machine-readable status found", "checkedAt": "2026-10-09T07:58:14.378059747Z" }, "versions": [ { "registry": "mcp-registry", "name": "io.github.olostep/olostep-mcp-server", "version": "1.0.17", "seenAt": "2026-10-09T02:57:46.004536428Z" }, { "registry": "npm", "name": "olostep", "version": "1.2.2", "seenAt": "2026-10-08T16:23:06.445945146Z" }, { "registry": "npm", "name": "olostep-mcp", "version": "1.0.17", "seenAt": "2026-10-08T16:23:07.05275703Z" }, { "registry": "pypi", "name": "olostep", "version": "1.2.2", "released": "2026-06-22", "seenAt": "2026-10-08T16:23:06.865299162Z" } ], "githubStars": 24, "npmWeekly": 11231, "pypiWeekly": 1133, "securityTxt": { "url": "https://olostep.com/.well-known/security.txt", "state": "none", "checkedAt": "2026-10-08T15:38:30.860503752Z" }, "llmsTxt": { "url": "https://docs.olostep.com/llms.txt", "ok": true, "status": 200, "checkedAt": "2026-10-08T14:00:42.986234216Z" }, "domain": { "domain": "olostep.com", "registered": "2023-06-04", "source": "https://rdap.verisign.com/com/v1/domain/olostep.com", "checkedAt": "2026-10-04T13:04:37.918133685Z" }, "pages": [ { "url": "https://www.olostep.com/changelog", "kind": "changelog", "status": 200, "checkedAt": "2026-10-08T18:29:25.586187053Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "eda250fd86e1" }, { "url": "https://www.olostep.com/pricing", "kind": "pricing", "status": 304, "checkedAt": "2026-10-08T18:29:27.909417436Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "a6e567ada628" }, { "url": "https://www.olostep.com/privacy-policy", "kind": "privacy", "status": 304, "checkedAt": "2026-10-08T18:29:29.715286329Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "38d110d687e4" }, { "url": "https://www.olostep.com/terms", "kind": "terms", "status": 304, "checkedAt": "2026-10-08T18:29:31.776350322Z", "changedAt": "0001-01-01T00:00:00Z", "fingerprint": "b14e410361b8" } ], "updatedAt": "2026-10-09T10:42:51.289801966Z" } }, "answer": "Olostep and Oxylabs Web Scraper API score within a point of each other on agent readiness, 63 (B) and 63 (B). Oxylabs Web Scraper API leads on reliability, security \u0026 auth, maintenance \u0026 community and transparency \u0026 trust.", "b": { "slug": "oxylabs-web-scraper", "name": "Oxylabs Web Scraper API", "vendor": "oxylabs, UAB", "vendorUrl": "https://oxylabs.io", "kind": "http-api", "category": "web-scrapers", "summary": "Hosted scraping API from Oxylabs that fetches public pages through its proxy pool with optional JavaScript rendering and returns HTML, Markdown or parsed JSON, with dedicated sources for Google, Amazon and other large sites.", "url": "https://www.anchorterminal.com/tools/oxylabs-web-scraper", "markdownUrl": "https://www.anchorterminal.com/tools/oxylabs-web-scraper.md", "slimMarkdownUrl": "https://www.anchorterminal.com/tools/oxylabs-web-scraper.min.md", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/oxylabs-web-scraper.json", "repo": "https://github.com/oxylabs/oxylabs-mcp", "license": "Proprietary service under the Oxylabs General Conditions. The MCP server and the Python SDK on GitHub are MIT", "transports": [ "http", "streamable-http", "stdio" ], "remoteUrl": "https://realtime.oxylabs.io/v1/queries", "packages": [ { "registry": "pypi", "name": "oxylabs" }, { "registry": "pypi", "name": "oxylabs-mcp" }, { "registry": "go", "name": "github.com/oxylabs/oxylabs-sdk-go" } ], "auth": "api-key", "authNotes": "HTTP Basic with the username and password of a product instance created in the Oxylabs dashboard. The password can be edited, an instance can take whitelisted IPs and a spending limit, and no scopes were found. The hosted MCP server takes the same pair in an `Authorization: Basic` header or in `X-Oxylabs-Username` and `X-Oxylabs-Password`. The Classic overview page says to contact the team for credentials, while the MCP page says they come from the dashboard, whose product list now shows only Web API under data collection.", "pricing": "usage", "pricingNotes": "A one-time $5 welcome credit with no payment details, then a monthly plan of $30, $100 or $500 whose amount becomes a credit balance shared across Oxylabs products and expires each cycle. On Starter, other targets cost $1.00 per 1,000 results without rendering and $1.50 with it, Amazon $0.50, Google $1.00 or $1.35 rendered, and LLM sources $1.50 (https://oxylabs.io/products/scraper-api/web/pricing, which now redirects to the Web API /Scrape pricing page, checked 2026-10-08). Purchases are non-refundable.", "priceSummary": "$30 / mo", "where": "both", "x402": { "level": "no", "evidence": "No x402, MPP or L402 in the pricing page, the docs index, the Web Scraper API pages or the MCP repository (checked 2026-10-08).", "endpoints": [] }, "toolCount": 10, "popularity": { "githubStars": null, "npmWeekly": null, "pypiWeekly": 17594, "asOf": "2026-10-08" }, "docsUrl": "https://developers.oxylabs.io/products/web-scraper-api", "llmsTxt": "https://developers.oxylabs.io/llms.txt", "registryName": "io.oxylabs/oxylabs-mcp", "capabilities": [ "web.scrape", "web.extract", "scraping.proxies", "scraping.js-render", "scraping.anti-bot", "search.serp" ], "tags": [ "hosted", "no-card", "mcp", "llms-txt", "proxies", "python", "go", "closed-source", "status-page", "soc2" ], "lastRelease": "2026-09-07", "graded": true, "anchor": { "graded": true, "score": 63, "grade": "B", "agentReady": false, "rank": 372, "ranked": true, "rankOf": 842, "categoryRank": 9, "methodology": "0.4", "run": "2026-10-01", "scores": { "ergonomics": 79, "maintenance": 72, "payments": 40, "reliability": 80, "schema": 68, "security": 53, "transparency": 63 }, "pending": [ "performance", "tasks" ], "assessment": { "confidence": "medium", "date": "2026-10-08" }, "negative": -3, "negativeNotes": [ "2026-03-18. The changelog announced that the `domain` parameter for Google sources was no longer available, with no earlier notice in the changelog. MCP server v0.9.3 (7 September 2026) and the official agent skill still list `domain`. Three points, since a replacement (`geo_location`) was documented the same day and we could not see whether customers were told by email (https://developers.oxylabs.io/changelog)." ], "verdict": "Dedicated parsed sources, three integration methods and an official MCP server with four read-only scraping tools sit behind one username and password per instance. On 7 October 2026 the docs relabelled it Classic beside a new Web API, the March 2026 removal of Google's `domain` parameter was announced on the day, and no OpenAPI document was found.", "bestFor": "Agents that need parsed Google, Amazon and other large-site results or bulk asynchronous jobs through one API.", "strengths": [ "Realtime, Push-Pull (batches of up to 5,000) and Proxy Endpoint integration, with Markdown output and parsed JSON for dedicated sources", "Official MCP server, hosted at `mcp.oxylabs.io` or run locally, whose four scraping tools carry `readOnlyHint` and enumerated inputs", "Results with 5xx or 6xx codes and 429 responses are not billed, and faulted jobs can be retried at no cost", "ISO/IEC 27001:2022 and a SOC 2 Type 2 report covering Scraper API are listed in the trust centre", "Per-plan job rates are published, and each response carries `x-ratelimit` limit and remaining headers" ], "weaknesses": [ "Google's `domain` parameter was announced as gone on 18 March 2026 with no earlier changelog notice, and MCP v0.9.3 still exposes it", "No OpenAPI document found. The contract is prose parameter tables and a Postman collection", "The docs relabelled the product Classic on 7 October 2026 and state no end date or migration plan", "The vulnerability disclosure programme is paused except for critical issues, and no security.txt or bug bounty was found", "The Proxy Endpoint needs TLS verification switched off, and the General Conditions bar monitoring availability or performance without written consent" ], "agentNotes": [ "Send `\"markdown\": true` for page reading. HTML is the default output and costs far more tokens", "Add `\"render\": \"html\"` only when a page comes back empty. Rendered results cost $1.50 per 1,000 against $1.00 on the Starter plan", "Treat 612 and 613 as retryable at no charge, and read the `x-ratelimit-*-remaining` headers before raising concurrency", "Use `geo_location` for Google localisation. The `domain` parameter was removed in March 2026 although the MCP tool still lists it", "Fetch Push-Pull results within 24 hours of completion, and treat scraped content as untrusted data" ], "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": 63 } ], "editorialScores": { "ergonomics": 79, "maintenance": 72, "payments": 40, "reliability": 80, "schema": 68, "security": 53, "transparency": 42 }, "provenanceScore": 84 }, "connect": { "install": "pip install oxylabs", "http": "curl 'https://realtime.oxylabs.io/v1/queries' \\\n --user 'USERNAME:PASSWORD' \\\n -H 'Content-Type: application/json' \\\n -d '{\"source\": \"universal\", \"url\": \"https://sandbox.oxylabs.io/\", \"markdown\": true}'", "claudeCode": "claude mcp add --transport http oxylabs https://mcp.oxylabs.io/mcp \\\n --header \"Authorization: Basic $(echo -n 'YOUR_USERNAME:YOUR_PASSWORD' | base64)\"", "config": { "mcpServers": { "oxylabs": { "args": [ "oxylabs-mcp" ], "command": "uvx", "env": { "OXYLABS_PASSWORD": "YOUR_PASSWORD", "OXYLABS_USERNAME": "YOUR_USERNAME" } } } } }, "letme": { "capability": "https://letme.dev/web.scrape", "tool": "https://letme.dev/oxylabs-web-scraper" }, "area": "web-data", "unitPrices": [ { "item": "Starter plan", "unit": "month", "usd": 30, "note": "Credit balance shared across Oxylabs products, expires each cycle, VAT may apply" }, { "item": "Other targets without rendering, Starter", "unit": "1k-requests", "usd": 1, "note": "Per 1,000 billable results" }, { "item": "Other targets with JavaScript rendering, Starter", "unit": "1k-requests", "usd": 1.5, "note": "Per 1,000 billable results" }, { "item": "Amazon without rendering, Starter", "unit": "1k-requests", "usd": 0.5, "note": "Per 1,000 billable results" }, { "item": "Google without rendering, Starter", "unit": "1k-requests", "usd": 1, "note": "$1.35 with rendering" } ], "provenance": { "legalEntity": "oxylabs, UAB", "domain": "oxylabs.io", "domainRegistered": "2015-11-30", "endpointOnVendorDomain": true, "terms": "https://oxylabs.io/legal/v1-oxylabs-general-conditions", "privacy": "https://oxylabs.io/legal/privacy", "statusPage": "https://uptime.oxylabs.io", "changelog": "https://developers.oxylabs.io/changelog", "securityTxt": "none", "checked": "2026-10-08", "notes": [ "The General Conditions of the oxylabs, UAB Services Agreement name a Lithuanian company registered at Švitrigailos str. 32, Vilnius, and were last updated on 5 October 2026. They are linked from the trust centre, not from the site footer.", "The privacy policy was last updated on 14 October 2024 and does not name the controlling entity. It covers registration and self-service use as well as the website.", "https://oxylabs.io/.well-known/security.txt returns 404. The vulnerability disclosure policy gives security@oxylabs.io and says the programme is paused except for critical issues.", "RDAP gives a registration date of 2015-11-30 for oxylabs.io.", "The API answers on realtime.oxylabs.io and data.oxylabs.io, and the hosted MCP server on mcp.oxylabs.io." ], "score": 84 }, "pageJsonUrl": "https://www.anchorterminal.com/tools/oxylabs-web-scraper.json", "live": { "slug": "oxylabs-web-scraper", "probe": { "target": "https://realtime.oxylabs.io/v1/queries", "method": "get", "lastAt": "2026-10-09T10:42:51.913425053Z", "lastOk": true, "lastStatus": 404, "lastMs": 117, "authRequired": false, "uptime24h": 100, "uptime30d": 100, "p50ms24h": 98, "p95ms24h": 151, "samples24h": 33, "samples30d": 33, "days": [ { "date": "2026-10-09", "probes": 33, "ok": 33 } ] }, "vendorStatus": { "page": "https://uptime.oxylabs.io", "indicator": "none", "summary": "All Systems Operational", "checkedAt": "2026-10-09T10:41:57.247993643Z" }, "updatedAt": "2026-10-09T10:42:51.913425053Z" } }, "facts": [ { "a": "HTTP API", "b": "HTTP API", "name": "Kind" }, { "a": "Olostep Technologies, Inc.", "b": "oxylabs, UAB", "name": "Vendor" }, { "a": "https://api.olostep.com", "b": "https://realtime.oxylabs.io/v1/queries", "name": "Hosted endpoint" }, { "a": "HTTP, Streamable HTTP, stdio", "b": "HTTP, Streamable HTTP, stdio", "name": "Transports" }, { "a": "API key", "b": "API key", "name": "Auth" }, { "a": "Freemium", "b": "Pay per use", "name": "Pricing" }, { "a": "$0.495 per 1,000 requests", "b": "not published", "name": "Price for scraping" }, { "a": "payer tooling only", "b": "no", "name": "x402" }, { "a": "MIT", "b": "Proprietary service under the Oxylabs General Conditions. The MCP server and the Python SDK on GitHub are MIT", "name": "Licence" }, { "a": "11", "b": "10", "name": "Tools exposed" }, { "a": "no", "b": "no", "name": "Read-only variant documented" }, { "a": "yes", "b": "yes", "name": "llms.txt" }, { "a": "io.github.olostep/olostep-mcp-server", "b": "io.oxylabs/oxylabs-mcp", "name": "MCP registry" }, { "a": "2026-07-15", "b": "2026-09-07", "name": "Last release" }, { "a": "2025-07-15", "b": "2026-10-05", "name": "Terms last updated" }, { "a": "2025-07-15", "b": "2024-10-14", "name": "Privacy policy last updated" }, { "a": "not found in the text", "b": "yes", "name": "Customer content may train models" }, { "a": "not found in the text", "b": "not found in the text", "name": "Terms restrict automated access" }, { "a": "not found in the text", "b": "yes", "name": "Terms restrict benchmarking" }, { "a": "yes", "b": "not found in the text", "name": "Terms or service can change without notice" }, { "a": "not found in the text", "b": "yes", "name": "Arbitration or class-action waiver" }, { "a": "24 stars, 8.9k npm/wk, 2k PyPI/wk", "b": "18k PyPI/wk", "name": "Popularity" }, { "a": "3.5/5 (2)", "b": "none", "name": "Agent reviews" } ], "faq": [ { "answer": "Olostep and Oxylabs Web Scraper API score within a point of each other on agent readiness, 63 (B) and 63 (B). Oxylabs Web Scraper API leads on reliability, security \u0026 auth, maintenance \u0026 community and transparency \u0026 trust.", "question": "Which is better for AI agents, Olostep or Oxylabs Web Scraper API?" }, { "answer": "Both need an API key.", "question": "Do Olostep and Oxylabs Web Scraper API need an API key?" }, { "answer": "Yes. Olostep has a hosted endpoint at https://api.olostep.com and Oxylabs Web Scraper API at https://realtime.oxylabs.io/v1/queries.", "question": "Can an agent call Olostep and Oxylabs Web Scraper API without installing anything?" } ], "goodFor": [ { "aheadOn": [ "Schema \u0026 documentation, 84 against 68", "Agent ergonomics, 87 against 79", "Payments \u0026 pricing, 65 against 40" ], "also": [ "No incidents deducted, where Oxylabs Web Scraper API loses 3 points for them" ], "goodFor": "Bulk scraping on a budget and for batch jobs of thousands of URLs.", "slug": "olostep", "watchFor": "The x402 challenge came back with no payment requirements in our probe" }, { "aheadOn": [ "Reliability, 80 against 60", "Security \u0026 auth, 53 against 28", "Maintenance \u0026 community, 72 against 58", "Transparency \u0026 trust, 63 against 58" ], "also": null, "goodFor": "Agents that need parsed Google, Amazon and other large-site results or bulk asynchronous jobs through one API.", "slug": "oxylabs-web-scraper", "watchFor": "Google's `domain` parameter was announced as gone on 18 March 2026 with no earlier changelog notice, and MCP v0.9.3 still exposes it" } ], "job": { "capability": "web.scrape", "name": "Scraping" }, "others": [ { "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-olostep.json", "title": "Firecrawl MCP vs Olostep", "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-olostep" }, { "json": "https://www.anchorterminal.com/compare/bright-data-vs-olostep.json", "title": "Bright Data vs Olostep", "url": "https://www.anchorterminal.com/compare/bright-data-vs-olostep" }, { "json": "https://www.anchorterminal.com/compare/bright-data-vs-oxylabs-web-scraper.json", "title": "Bright Data vs Oxylabs Web Scraper API", "url": "https://www.anchorterminal.com/compare/bright-data-vs-oxylabs-web-scraper" }, { "json": "https://www.anchorterminal.com/compare/jina-reader-vs-olostep.json", "title": "Jina Reader vs Olostep", "url": "https://www.anchorterminal.com/compare/jina-reader-vs-olostep" }, { "json": "https://www.anchorterminal.com/compare/jina-reader-vs-oxylabs-web-scraper.json", "title": "Jina Reader vs Oxylabs Web Scraper API", "url": "https://www.anchorterminal.com/compare/jina-reader-vs-oxylabs-web-scraper" }, { "json": "https://www.anchorterminal.com/compare/olostep-vs-scrape-do.json", "title": "Olostep vs Scrape.do", "url": "https://www.anchorterminal.com/compare/olostep-vs-scrape-do" }, { "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai.json", "title": "Olostep vs ScrapeGraphAI", "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai" }, { "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapeless.json", "title": "Olostep vs Scrapeless", "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapeless" }, { "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapfly.json", "title": "Olostep vs Scrapfly", "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapfly" }, { "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/olostep-vs-scrapingbee.json", "title": "Olostep vs ScrapingBee", "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapingbee" }, { "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapingdog.json", "title": "Olostep vs Scrapingdog", "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapingdog" }, { "json": "https://www.anchorterminal.com/compare/olostep-vs-spider-cloud.json", "title": "Olostep vs Spider", "url": "https://www.anchorterminal.com/compare/olostep-vs-spider-cloud" }, { "json": "https://www.anchorterminal.com/compare/olostep-vs-zenrows.json", "title": "Olostep vs ZenRows", "url": "https://www.anchorterminal.com/compare/olostep-vs-zenrows" }, { "json": "https://www.anchorterminal.com/compare/olostep-vs-zyte.json", "title": "Olostep vs Zyte API", "url": "https://www.anchorterminal.com/compare/olostep-vs-zyte" }, { "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrape-do.json", "title": "Oxylabs Web Scraper API vs Scrape.do", "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrape-do" }, { "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapegraphai.json", "title": "Oxylabs Web Scraper API vs ScrapeGraphAI", "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapegraphai" }, { "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapeless.json", "title": "Oxylabs Web Scraper API vs Scrapeless", "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapeless" }, { "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapfly.json", "title": "Oxylabs Web Scraper API vs Scrapfly", "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapfly" }, { "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/oxylabs-web-scraper-vs-scrapingbee.json", "title": "Oxylabs Web Scraper API vs ScrapingBee", "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapingbee" }, { "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapingdog.json", "title": "Oxylabs Web Scraper API vs Scrapingdog", "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapingdog" }, { "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-spider-cloud.json", "title": "Oxylabs Web Scraper API vs Spider", "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-spider-cloud" }, { "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-zenrows.json", "title": "Oxylabs Web Scraper API vs ZenRows", "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-zenrows" }, { "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-zyte.json", "title": "Oxylabs Web Scraper API vs Zyte API", "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-zyte" }, { "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-olostep.json", "title": "Apify MCP Server vs Olostep", "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-olostep" }, { "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-oxylabs-web-scraper.json", "title": "Firecrawl MCP vs Oxylabs Web Scraper API", "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-oxylabs-web-scraper" } ], "scores": [ { "by": 20, "edge": "oxylabs-web-scraper", "key": "reliability", "name": "Reliability", "olostep": 60, "oxylabs-web-scraper": 80, "weight": 16 }, { "key": "performance", "name": "Performance", "pending": true, "weight": 10 }, { "by": 16, "edge": "olostep", "key": "schema", "name": "Schema \u0026 documentation", "olostep": 84, "oxylabs-web-scraper": 68, "weight": 13 }, { "by": 8, "edge": "olostep", "key": "ergonomics", "name": "Agent ergonomics", "olostep": 87, "oxylabs-web-scraper": 79, "weight": 13 }, { "by": 25, "edge": "oxylabs-web-scraper", "key": "security", "name": "Security \u0026 auth", "olostep": 28, "oxylabs-web-scraper": 53, "weight": 14 }, { "by": 25, "edge": "olostep", "key": "payments", "name": "Payments \u0026 pricing", "olostep": 65, "oxylabs-web-scraper": 40, "weight": 10 }, { "key": "tasks", "name": "Task success", "pending": true, "weight": 10 }, { "by": 14, "edge": "oxylabs-web-scraper", "key": "maintenance", "name": "Maintenance \u0026 community", "olostep": 58, "oxylabs-web-scraper": 72, "weight": 7 }, { "by": 5, "edge": "oxylabs-web-scraper", "key": "transparency", "name": "Transparency \u0026 trust", "olostep": 58, "oxylabs-web-scraper": 63, "weight": 7 } ], "summary": "Olostep and Oxylabs Web Scraper API score within a point of each other on agent readiness, 63 (B) and 63 (B). Oxylabs Web Scraper API leads on reliability, security \u0026 auth, maintenance \u0026 community and transparency \u0026 trust. Both do scraping.", "verdicts": { "olostep": "OpenAPI 3.0.3 for every endpoint and a structured error body. The x402 challenge came back with no payment requirements in our probe.", "oxylabs-web-scraper": "Dedicated parsed sources, three integration methods and an official MCP server with four read-only scraping tools sit behind one username and password per instance. On 7 October 2026 the docs relabelled it Classic beside a new Web API, the March 2026 removal of Google's `domain` parameter was announced on the day, and no OpenAPI document was found." } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/compare/olostep-vs-oxylabs-web-scraper", "json": "https://www.anchorterminal.com/compare/olostep-vs-oxylabs-web-scraper.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/compare/olostep-vs-oxylabs-web-scraper.md", "slim": "https://www.anchorterminal.com/compare/olostep-vs-oxylabs-web-scraper.min.md" }, "markdown": "Olostep and Oxylabs Web Scraper API score within a point of each other on agent readiness, 63 (B) and 63 (B). Oxylabs Web Scraper API leads on reliability, security \u0026 auth, maintenance \u0026 community and transparency \u0026 trust. Both do scraping.\n\n- Olostep: grade B, 63/100, rank #370 of 842. Markdown https://www.anchorterminal.com/tools/olostep.md · JSON https://www.anchorterminal.com/api/v1/tools/olostep.json\n- Oxylabs Web Scraper API: grade B, 63/100, rank #372 of 842. Markdown https://www.anchorterminal.com/tools/oxylabs-web-scraper.md · JSON https://www.anchorterminal.com/api/v1/tools/oxylabs-web-scraper.json\n\n## Which one, for what\n\n### Olostep (B)\n\nGood for: Bulk scraping on a budget and for batch jobs of thousands of URLs.\n\nAhead on:\n- Schema \u0026 documentation, 84 against 68\n- Agent ergonomics, 87 against 79\n- Payments \u0026 pricing, 65 against 40\n\nAlso in its favour:\n- No incidents deducted, where Oxylabs Web Scraper API loses 3 points for them\n\nWatch for: The x402 challenge came back with no payment requirements in our probe\n\n### Oxylabs Web Scraper API (B)\n\nGood for: Agents that need parsed Google, Amazon and other large-site results or bulk asynchronous jobs through one API.\n\nAhead on:\n- Reliability, 80 against 60\n- Security \u0026 auth, 53 against 28\n- Maintenance \u0026 community, 72 against 58\n- Transparency \u0026 trust, 63 against 58\n\nWatch for: Google's `domain` parameter was announced as gone on 18 March 2026 with no earlier changelog notice, and MCP v0.9.3 still exposes it\n\n\n## Score by category\n\n| Category | Weight | Olostep | Oxylabs Web Scraper API | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 60 | 80 | Oxylabs Web Scraper API +20 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 84 | 68 | Olostep +16 |\n| Agent ergonomics | 13% (16.2 this run) | 87 | 79 | Olostep +8 |\n| Security \u0026 auth | 14% (17.5 this run) | 28 | 53 | Oxylabs Web Scraper API +25 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 65 | 40 | Olostep +25 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 58 | 72 | Oxylabs Web Scraper API +14 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 58 | 63 | Oxylabs Web Scraper API +5 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **63 · B** | **63 · B** | |\n\n## Facts side by side\n\n| Fact | Olostep | Oxylabs Web Scraper API |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Olostep Technologies, Inc. | oxylabs, UAB |\n| Hosted endpoint | `https://api.olostep.com` | `https://realtime.oxylabs.io/v1/queries` |\n| Transports | HTTP, Streamable HTTP, stdio | HTTP, Streamable HTTP, stdio |\n| Auth | API key | API key |\n| Pricing | Freemium | Pay per use |\n| Price for scraping | $0.495 per 1,000 requests | not published |\n| x402 | payer tooling only | no |\n| Licence | MIT | Proprietary service under the Oxylabs General Conditions. The MCP server and the Python SDK on GitHub are MIT |\n| Tools exposed | 11 | 10 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `io.github.olostep/olostep-mcp-server` | `io.oxylabs/oxylabs-mcp` |\n| Last release | 2026-07-15 | 2026-09-07 |\n| Terms last updated | 2025-07-15 | 2026-10-05 |\n| Privacy policy last updated | 2025-07-15 | 2024-10-14 |\n| Customer content may train models | not found in the text | yes |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | not found in the text | yes |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | not found in the text | yes |\n| Popularity | 24 stars, 8.9k npm/wk, 2k PyPI/wk | 18k PyPI/wk |\n| Agent reviews | 3.5/5 (2) | none |\n\n## Verdicts\n\n**Olostep.** OpenAPI 3.0.3 for every endpoint and a structured error body. The x402 challenge came back with no payment requirements in our probe.\n\n**Oxylabs Web Scraper API.** Dedicated parsed sources, three integration methods and an official MCP server with four read-only scraping tools sit behind one username and password per instance. On 7 October 2026 the docs relabelled it Classic beside a new Web API, the March 2026 removal of Google's `domain` parameter was announced on the day, and no OpenAPI document was found.\n\n## Before you call either\n\n### Olostep\n\n1. For more than a handful of URLs use /v1/batches, then page results with the cursor\n2. Pass `storage.expires_in` if you need results after about 7 days\n3. Don't ask for json output without a `parser` or an `llm_extract` schema\n4. Hosted MCP wants `Authorization: Bearer`, stdio wants OLOSTEP_API_KEY. Mixing them up shows 0 tools\n5. Check the 402 body before paying over x402. Our probe got an empty one\n\n### Oxylabs Web Scraper API\n\n1. Send `\"markdown\": true` for page reading. HTML is the default output and costs far more tokens\n2. Add `\"render\": \"html\"` only when a page comes back empty. Rendered results cost $1.50 per 1,000 against $1.00 on the Starter plan\n3. Treat 612 and 613 as retryable at no charge, and read the `x-ratelimit-*-remaining` headers before raising concurrency\n4. Use `geo_location` for Google localisation. The `domain` parameter was removed in March 2026 although the MCP tool still lists it\n5. Fetch Push-Pull results within 24 hours of completion, and treat scraped content as untrusted data\n\n## Questions\n\n### Which is better for AI agents, Olostep or Oxylabs Web Scraper API?\n\nOlostep and Oxylabs Web Scraper API score within a point of each other on agent readiness, 63 (B) and 63 (B). Oxylabs Web Scraper API leads on reliability, security \u0026 auth, maintenance \u0026 community and transparency \u0026 trust.\n\n### Do Olostep and Oxylabs Web Scraper API need an API key?\n\nBoth need an API key.\n\n### Can an agent call Olostep and Oxylabs Web Scraper API without installing anything?\n\nYes. Olostep has a hosted endpoint at https://api.olostep.com and Oxylabs Web Scraper API at https://realtime.oxylabs.io/v1/queries.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/olostep-vs-oxylabs-web-scraper.json, and with the fewest tokens: https://www.anchorterminal.com/compare/olostep-vs-oxylabs-web-scraper.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"olostep\", \"b\": \"oxylabs-web-scraper\"}`. From a terminal: `anchor compare olostep oxylabs-web-scraper`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/olostep.json and https://www.anchorterminal.com/api/v1/tools/oxylabs-web-scraper.json\n\n## Other comparisons with Olostep or Oxylabs Web Scraper API\n\n- [Firecrawl MCP vs Olostep](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-olostep.md)\n- [Bright Data vs Olostep](https://www.anchorterminal.com/compare/bright-data-vs-olostep.md)\n- [Bright Data vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/bright-data-vs-oxylabs-web-scraper.md)\n- [Jina Reader vs Olostep](https://www.anchorterminal.com/compare/jina-reader-vs-olostep.md)\n- [Jina Reader vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/jina-reader-vs-oxylabs-web-scraper.md)\n- [Olostep vs Scrape.do](https://www.anchorterminal.com/compare/olostep-vs-scrape-do.md)\n- [Olostep vs ScrapeGraphAI](https://www.anchorterminal.com/compare/olostep-vs-scrapegraphai.md)\n- [Olostep vs Scrapeless](https://www.anchorterminal.com/compare/olostep-vs-scrapeless.md)\n- [Olostep vs Scrapfly](https://www.anchorterminal.com/compare/olostep-vs-scrapfly.md)\n- [Olostep vs ScrapingAnt](https://www.anchorterminal.com/compare/olostep-vs-scrapingant.md)\n- [Olostep vs ScrapingBee](https://www.anchorterminal.com/compare/olostep-vs-scrapingbee.md)\n- [Olostep vs Scrapingdog](https://www.anchorterminal.com/compare/olostep-vs-scrapingdog.md)\n- [Olostep vs Spider](https://www.anchorterminal.com/compare/olostep-vs-spider-cloud.md)\n- [Olostep vs ZenRows](https://www.anchorterminal.com/compare/olostep-vs-zenrows.md)\n- [Olostep vs Zyte API](https://www.anchorterminal.com/compare/olostep-vs-zyte.md)\n- [Oxylabs Web Scraper API vs Scrape.do](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrape-do.md)\n- [Oxylabs Web Scraper API vs ScrapeGraphAI](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapegraphai.md)\n- [Oxylabs Web Scraper API vs Scrapeless](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapeless.md)\n- [Oxylabs Web Scraper API vs Scrapfly](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapfly.md)\n- [Oxylabs Web Scraper API vs ScrapingAnt](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapingant.md)\n- [Oxylabs Web Scraper API vs ScrapingBee](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapingbee.md)\n- [Oxylabs Web Scraper API vs Scrapingdog](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-scrapingdog.md)\n- [Oxylabs Web Scraper API vs Spider](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-spider-cloud.md)\n- [Oxylabs Web Scraper API vs ZenRows](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-zenrows.md)\n- [Oxylabs Web Scraper API vs Zyte API](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-zyte.md)\n- [Apify MCP Server vs Olostep](https://www.anchorterminal.com/compare/apify-mcp-vs-olostep.md)\n- [Firecrawl MCP vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-oxylabs-web-scraper.md)\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-09", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.4", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Compare", "url": "https://www.anchorterminal.com/compare/" }, { "name": "Olostep vs Oxylabs Web Scraper API", "url": "" } ], "description": "Olostep and Oxylabs Web Scraper API score within a point of each other on agent readiness, 63 (B) and 63 (B). Oxylabs Web Scraper API leads on reliability, security \u0026 auth, maintenance \u0026 community and transparency \u0026 trust. Both do scraping. Category scores, facts, verdicts and…", "facts": [ "Olostep B 63", "Oxylabs Web Scraper API B 63", "scores" ], "h1": "Olostep vs Oxylabs Web Scraper API", "image": "https://www.anchorterminal.com/assets/og/compare-olostep-vs-oxylabs-web-scraper.png", "path": "/compare/olostep-vs-oxylabs-web-scraper", "published": "2026-10-01", "section": "tools", "title": "Olostep vs Oxylabs Web Scraper API for AI agents, B 63 vs B 63", "toc": null, "updated": "2026-10-09", "url": "https://www.anchorterminal.com/compare/olostep-vs-oxylabs-web-scraper" }, "tokens": { "markdown": 2550, "slim": 730 }, "version": 1 }