{
  "data": {
    "a": {
      "slug": "outcrawl",
      "name": "Outcrawl",
      "vendor": "Aeonmind LLC (Outcrawl)",
      "vendorUrl": "https://outcrawl.ai",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Outcrawl is a hosted web layer for AI agents with scrape, crawl, search, cloud browsers over CDP and agent runs on one credit balance, reached through a REST API, TypeScript and Python SDKs, a CLI and a remote MCP server.",
      "url": "https://www.anchorterminal.com/tools/outcrawl",
      "markdownUrl": "https://www.anchorterminal.com/tools/outcrawl.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/outcrawl.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/outcrawl.json",
      "dns": "outcrawl.grade.anchorterminal.com",
      "repo": "https://github.com/outcrawlai/scout",
      "license": "Proprietary hosted service under Aeonmind LLC's terms of service (last updated 1 November 2026). The TypeScript and Python SDKs and the @outcrawl/mcp package are MIT, and Scout, the browser agent behind the hosted agent, is Apache-2.0 in a read-only GitHub mirror",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.outcrawl.ai/v1",
      "packages": [
        {
          "registry": "npm",
          "name": "@outcrawl/sdk"
        },
        {
          "registry": "pypi",
          "name": "outcrawl"
        }
      ],
      "auth": "mixed",
      "authNotes": "Two bearer credentials. An API key shaped `ock_\u003ckeyId\u003e.\u003csecret\u003e` is minted in the console, shown once, stored as a digest, scoped to one workspace and revocable within a minute; it works on the REST API and the MCP server as `Authorization: Bearer`, with no per-key scopes or read-only keys documented. An OAuth 2.1 access token `oat_...` comes from signing in, through the authorization code flow with PKCE S256 and dynamic client registration for MCP clients (the server at https://api.outcrawl.ai/mcp answers 401 with protected-resource metadata naming https://outcrawl.ai/api/auth) or the RFC 8628 device flow for the CLI, with scopes `api` and `offline_access`, access tokens of one hour and refresh for 30 days while in use; removing a member from a workspace cuts their tokens off at once. Console sign-in is Google, GitHub, an email code or a magic link behind reCAPTCHA.",
      "pricing": "freemium",
      "pricingNotes": "Free plan with 1,000 credits a month, no card, 2 concurrent browsers and 120 requests a minute, on a person's first workspace only. Builder $49 a month for 10,000 credits (5 browsers, 300 requests a minute), Pro $199 for 50,000 (25, 1,500), Scale $799 for 250,000 (100, 6,000), Enterprise custom with a 99.9 per cent monthly uptime SLA. Rates in credits are the same on every plan, 1 a page for scrape, crawl and rendered search results, 5 per 10 search results, 1 a minute of browser time, 2,000 a GB of proxy traffic, 1 a monitor check, and agent runs at model usage plus browser time plus proxy usage, about 15 credits a minute as the vendor's estimate. Extra credits cost $49.00 per 10,000 on Builder and Free, $39.80 on Pro and $31.96 on Scale, never expire, and auto top-up is capped monthly. Every response carries a `usage` object with its cost; a cached scrape answer bills the same credit as a live fetch, a cancelled crawl keeps billing the pages it fetched, and a search every engine refuses bills nothing (https://outcrawl.ai/pricing and https://outcrawl.ai/docs/billing/pricing, checked 2026-11-02).",
      "priceSummary": "$4.90 / 1k pages",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the OpenAPI file, llms-full.txt, the pricing pages or the terms (checked 2026-11-02). Plans and top-ups are paid by card through Stripe in the console.",
        "endpoints": []
      },
      "toolCount": 29,
      "popularity": {
        "githubStars": 948,
        "npmWeekly": 53,
        "pypiWeekly": null,
        "asOf": "2026-11-02"
      },
      "docsUrl": "https://outcrawl.ai/docs",
      "llmsTxt": "https://outcrawl.ai/docs/llms.txt",
      "openapi": "https://outcrawl.ai/docs/api-reference/openapi.json",
      "capabilities": [
        "web.scrape",
        "web.crawl",
        "web.extract",
        "web.search",
        "browser.hosted",
        "browser.control",
        "scraping.proxies",
        "scraping.js-render",
        "scraping.anti-bot",
        "scraping.screenshot"
      ],
      "tags": [
        "hosted",
        "official",
        "closed-source",
        "openapi",
        "llms-txt",
        "mcp",
        "remote-mcp",
        "oauth",
        "api-key",
        "cli",
        "python",
        "typescript",
        "proxies",
        "browser",
        "agents",
        "credits",
        "free-tier",
        "no-card",
        "freemium",
        "no-status-page",
        "new"
      ],
      "lastRelease": "2026-10-20",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 62.4,
        "grade": "B",
        "agentReady": false,
        "rank": 456,
        "ranked": true,
        "rankOf": 1268,
        "categoryRank": 13,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 83,
          "maintenance": 79,
          "payments": 40,
          "reliability": 45,
          "schema": 71,
          "security": 66,
          "transparency": 56
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-02"
        },
        "negative": 0,
        "verdict": "One credit balance over scrape, crawl, search, cloud browsers and agent runs, with published per-unit rates, a 1,000-credit free month, OAuth 2.1 for MCP and the CLI, and a closed error union with retry guidance. No status page, changelog or security.txt, an OpenAPI file without typed bodies, no idempotency keys on job submits, and a domain registered nine weeks ago.",
        "bestFor": "Agents that want one key and one balance for reading pages, walking a site, searching with rendered results and handing a signed-in or multi-step task to a hosted browser agent with a hard budget, and teams on TypeScript that want a residential-exit browser over CDP with a replay of every session.",
        "strengths": [
          "Per-unit rates published without a login, 1 credit a page or browser minute and 5 credits per 10 search results, with the dollar cost per plan and every response carrying its own `usage`",
          "Free plan of 1,000 credits a month with no card, 2 concurrent browsers and 120 requests a minute, usable over the API, the SDKs, the CLI and MCP",
          "OAuth 2.1 with PKCE S256, dynamic client registration, device code for the CLI, a revocation endpoint and one-hour access tokens, beside workspace-scoped keys shown once and stored as a digest",
          "A closed error union in one envelope with a documented list of codes safe to retry, `retryAfterSeconds` on the per-minute quota error, and MCP errors that carry a `recovery` string and a `retryable` flag",
          "MCP tool descriptions that each name what the tool is not for and which tool is, with secrets and integrations kept off the MCP surface and agent runs capped by a required or defaulted budget",
          "Scout, the agent behind the hosted agent, is published under Apache-2.0 with its tests, and the SDKs and MCP package are MIT"
        ],
        "weaknesses": [
          "No status page, incident history, SLA below Enterprise or security.txt; /status and status.outcrawl.ai do not answer",
          "The OpenAPI file types no request or response body; its error enum has 45 codes while the errors page lists 31 and llms.txt says 24, and the registry is called 62, 50 and 46 rows on different pages",
          "No idempotency key or safe-retry rule for the POST routes that start crawls, agent runs and monitors, and no Retry-After header; `concurrency_limit` tells the caller only to wait",
          "No changelog or release notes; the only dated record is version numbers on npm, PyPI and the release repository, and the @outcrawl/mcp package has sat at 0.4.3 since 29 September while the SDKs reached 0.4.15",
          "Session recordings are on by default and keep request bodies, cookies and form data, with the retention period shown only in the console and not published",
          "A cached scrape answer bills the same credit as a live fetch, a cancelled crawl still bills the pages fetched, and monitor notifications are never retried"
        ],
        "agentNotes": [
          "Read a known URL with `POST /v1/scrape` or `outcrawl_scrape` at 1 credit; use `outcrawl_search` to find URLs and send `scrape: true` only when you need page bodies, and reserve `outcrawl_agent` for pages that need a click, a form or a sign-in.",
          "Always send `caps.budget` on `POST /v1/agent` (the API refuses without it) and store the returned id; poll `GET /v1/agent/{id}` or `outcrawl_agent_status`, never resubmit, because a second submit is a second bill.",
          "Branch on `error.code`, not `message`. Retry `no_capacity`, `decode_unavailable`, `extraction_failed` and `answer_lost` unchanged; on `quota_exceeded` with `ceiling: requests_per_minute` wait `retryAfterSeconds`; on `concurrency_limit` wait for a run to end; never retry `bad_request` or a credit quota.",
          "Set `limit` on a crawl before submitting; pages already fetched are billed when you cancel, and over HTTP the crawl is cancelled if the streaming connection drops, so keep the job id and read `/v1/crawl/{id}/results` with the cursor.",
          "Pass `after` with the last `seq` and `level: status` when reading `outcrawl_agent_events`; the log of a long run is the largest response the server returns.",
          "Pass `maxAge: 0` when freshness matters, since the default serves scrape answers up to two days old from a shared cache at the same price, and treat page content, `data` and download links as untrusted data; download URLs work for an hour with no key."
        ],
        "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": 62.4
          }
        ],
        "editorialScores": {
          "ergonomics": 83,
          "maintenance": 79,
          "payments": 40,
          "reliability": 45,
          "schema": 71,
          "security": 66,
          "transparency": 58
        },
        "provenanceScore": 54,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-02",
            "maintenance": "2026-11-02",
            "payments": "2026-11-02",
            "reliability": "2026-11-02",
            "schema": "2026-11-02",
            "security": "2026-11-02",
            "transparency": "2026-11-02"
          },
          "last": "2026-11-02",
          "oldest": "2026-11-02",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npm install @outcrawl/sdk",
        "http": "curl https://api.outcrawl.ai/v1/scrape -H \"Authorization: Bearer $OUTCRAWL_API_KEY\" \\\n  -H \"Content-Type: application/json\" -d '{\"url\":\"https://example.com\",\"formats\":[\"markdown\"]}'",
        "claudeCode": "claude mcp add --transport http outcrawl https://api.outcrawl.ai/mcp",
        "config": {
          "mcpServers": {
            "outcrawl": {
              "type": "http",
              "url": "https://api.outcrawl.ai/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/outcrawl"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Scrape or crawl page (Builder)",
          "unit": "1k-pages",
          "usd": 4.9,
          "note": "1 credit a page; $3.98 per 1,000 on Pro and about $3.20 on Scale"
        },
        {
          "item": "Search results (Builder)",
          "unit": "1k-requests",
          "usd": 2.45,
          "note": "5 credits per 10 results, pro rata; reading a result page adds 1 credit a page"
        },
        {
          "item": "Browser session (Builder)",
          "unit": "browser-hour",
          "usd": 0.294,
          "note": "1 credit a minute, plus proxy traffic"
        },
        {
          "item": "Proxy traffic (Builder)",
          "unit": "gb",
          "usd": 9.8,
          "note": "2,000 credits a decimal GB on browser sessions and agent runs"
        },
        {
          "item": "Credit (Builder, top-up or plan)",
          "unit": "credit",
          "usd": 0.0049,
          "note": "$49.00 per 10,000; $0.00398 on Pro and $0.003196 on Scale; agent runs cost about 15 credits a minute as the vendor's estimate"
        },
        {
          "item": "Builder plan",
          "unit": "month",
          "usd": 49,
          "note": "10,000 credits, 5 concurrent browsers, 300 requests a minute"
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 199,
          "note": "50,000 credits, 25 concurrent browsers, 1,500 requests a minute"
        },
        {
          "item": "Scale plan",
          "unit": "month",
          "usd": 799,
          "note": "250,000 credits, 100 concurrent browsers, 6,000 requests a minute"
        }
      ],
      "provenance": {
        "legalEntity": "Aeonmind LLC (trading as Outcrawl)",
        "domain": "outcrawl.ai",
        "domainRegistered": "2026-08-28",
        "endpointOnVendorDomain": true,
        "terms": "https://outcrawl.ai/legal/terms",
        "privacy": "https://outcrawl.ai/legal/privacy",
        "statusPage": "",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-11-02",
        "notes": [
          "The terms of service and the privacy policy, both last updated 1 November 2026, name Aeonmind LLC, trading as Outcrawl, governed by Delaware law with disputes in Delaware courts; the privacy policy calls it a United States company. No postal address is given. The footer reads © 2026 Aeonmind LLC and Scout's licence notice names the same company.",
          "RDAP at rdap.identitydigital.services gives a registration date of 2026-08-28 for outcrawl.ai, last changed 2026-09-02, with Cloudflare nameservers. The REST API and the MCP server are on api.outcrawl.ai and the OAuth authorization server on outcrawl.ai.",
          "firstReleased is 2026-09-08, the first npm publish of @outcrawl/sdk 0.1.0, which is also the day the outcrawlai GitHub organisation was created; PyPI's first release followed on 22 September 2026 and the Wayback Machine's first copy of the home page is 15 October 2026. lastRelease is 2026-10-20, version 0.4.15 on npm and PyPI.",
          "https://outcrawl.ai/.well-known/security.txt and https://api.outcrawl.ai/.well-known/security.txt answer 404. The security page has a responsible disclosure section with security@outcrawl.ai, a 90-day window and a no-legal-action statement for good-faith reports. /status, /changelog, /blog and /about on outcrawl.ai answer 404 and status.outcrawl.ai does not answer; no changelog or release notes exist on either host.",
          "robots.txt on outcrawl.ai allows every named crawler and `*`, disallows /console, /admin, /api/ and /og/ (except PNG and JPG files), and carries `Content-Signal: ai-train=yes, search=yes, ai-input=yes`. api.outcrawl.ai disallows /play/, /replay/, /v1/, /mcp, /connect, /agent, /internal/ and /operator/; none of those paths was fetched, and the OAuth metadata documents were read as the listing check allowed.",
          "The vendor's own benchmark claim of 92.5 per cent pages reached, the 'orders of magnitude' cost language in tool descriptions and the human input model measurements are the vendor's claims. No MCP registry entry exists for outcrawl (search answers an empty list)."
        ],
        "score": 54
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/outcrawl.json",
      "live": {
        "slug": "outcrawl",
        "probe": {
          "target": "https://api.outcrawl.ai/v1",
          "method": "get",
          "lastAt": "2026-11-02T21:16:12.60527246Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 326,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 415,
          "p95ms24h": 695,
          "samples24h": 33,
          "samples30d": 33,
          "days": [
            {
              "date": "2026-11-02",
              "probes": 33,
              "ok": 33
            }
          ]
        },
        "versions": [
          {
            "registry": "npm",
            "name": "@outcrawl/sdk",
            "version": "0.4.15",
            "seenAt": "2026-11-02T19:40:27.502289569Z"
          },
          {
            "registry": "pypi",
            "name": "outcrawl",
            "version": "0.4.15",
            "released": "2026-10-20",
            "seenAt": "2026-11-02T19:40:28.458855358Z"
          }
        ],
        "githubStars": 948,
        "npmWeekly": 54,
        "pypiWeekly": 36,
        "updatedAt": "2026-11-02T21:16:12.60527246Z"
      }
    },
    "answer": "Outcrawl scores 62.4 (B) on agent readiness against Scrapewise's 60 (C), and leads in 3 of 7 scored categories. Scrapewise leads on schema \u0026 documentation.",
    "b": {
      "slug": "scrapewise",
      "name": "Scrapewise",
      "vendor": "BEBOTECH OÜ",
      "vendorUrl": "https://scrapewise.ai",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Scrapewise is a hosted scraping service from BEBOTECH OÜ for product and price data. It has ready APIs for Amazon, Walmart and Google, AI scrapers for other sites, price cleaning and product matching, through REST and a remote MCP server.",
      "url": "https://www.anchorterminal.com/tools/scrapewise",
      "markdownUrl": "https://www.anchorterminal.com/tools/scrapewise.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/scrapewise.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/scrapewise.json",
      "dns": "scrapewise.grade.anchorterminal.com",
      "repo": "https://github.com/BEBOTECH-OU/scrapewise-mcp",
      "transports": [
        "streamable-http"
      ],
      "remoteUrl": "https://mcp.scrapewise.ai/mcp",
      "packages": [
        {
          "registry": "pypi",
          "name": "scrapewise"
        },
        {
          "registry": "pypi",
          "name": "langchain-scrapewise"
        }
      ],
      "auth": "api-key",
      "authNotes": "Bearer API key (`sw_live_\u003cprefix\u003e.\u003csecret\u003e`) minted in the portal under Settings \u003e API Keys after a browser signup. Scopes are fixed at minting. USER keys reach the REST API only, LLM_READ keys read through MCP, LLM_FULL keys also run paid tools and change or delete data. Secrets are stored as hashes, revoked at once, and rotated by minting a new key and revoking the old. No expiry found.",
      "pricing": "usage",
      "pricingNotes": "€0.15 per 1,000 plain pages, prepaid from a euro wallet with no plan or subscription. Rendered pages €0.75, residential proxy €1.50, both €3.75 per 1,000. Data APIs €0.15 to €3.75 per 1,000 calls. MCP credits are €0.00015 each. Five free requests, no card. Top-ups €5 to €1,000, not refunded.",
      "priceSummary": "$0.17 / 1k pages",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, OpenAPI specs, llms.txt or pricing.md (checked 2026-10-15). An empty wallet returns 402 with WALLET_INSUFFICIENT_BALANCE and no payment requirements; top-ups go through Stripe Checkout in a browser.",
        "endpoints": []
      },
      "toolCount": 113,
      "popularity": {
        "githubStars": 1,
        "npmWeekly": null,
        "pypiWeekly": 30,
        "asOf": "2026-10-15"
      },
      "docsUrl": "https://docs.scrapewise.ai/",
      "llmsTxt": "https://scrapewise.ai/llms.txt",
      "openapi": "https://portal.scrapewise.ai/api/scraper-api/v3/api-docs",
      "registryName": "ai.scrapewise/scrapewise",
      "capabilities": [
        "web.scrape",
        "web.extract",
        "scraping.js-render",
        "scraping.proxies",
        "web.crawl",
        "web.fetch",
        "web.search",
        "search.serp",
        "lead.search"
      ],
      "tags": [
        "hosted",
        "usage",
        "prepaid",
        "no-card",
        "free-tier",
        "mcp",
        "remote-mcp",
        "mcp-registry",
        "llms-txt",
        "openapi",
        "proxies",
        "python",
        "eu"
      ],
      "lastRelease": "2026-10-23",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 60,
        "grade": "C",
        "agentReady": false,
        "rank": 571,
        "ranked": true,
        "rankOf": 1268,
        "categoryRank": 15,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 79,
          "payments": 40,
          "reliability": 45,
          "schema": 79,
          "security": 56,
          "transparency": 54
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-02"
        },
        "negative": 0,
        "verdict": "Paid MCP tools each take a free `quote_only` price check and idempotency keys, keys are read-only or full-access, and euro prices start at €0.15 per 1,000 plain pages. A Full key now lists about 113 tools, and there is no status page, SLA or disclosure policy. The terms claim ownership of all scraped data.",
        "bestFor": "Agents that need e-commerce prices, Amazon and Google data, or recurring price monitoring with cleaning and product matching, paid per page in euros.",
        "strengths": [
          "Every paid MCP tool takes `quote_only: true`, which returns the maximum price and wallet balance without spending, and each result reports its cost",
          "Separate key scopes (USER for REST, LLM_READ and LLM_FULL for MCP), hashed, revocable and listed with last-used time",
          "Public OpenAPI 3.1 at /v3/api-docs with an MCP subset, plus llms.txt, agents.md and pricing.md",
          "Prices per 1,000 pages published without login (€0.15 plain to €3.75 rendered with residential proxy), failed pages not charged, 5 free requests with no card",
          "Verified namespace `ai.scrapewise/scrapewise` in the official MCP registry since 6 October 2026"
        ],
        "weaknesses": [
          "No status page, SLA, security.txt, disclosure policy or certification found",
          "Terms of 29 October 2025 say all collected and derived data is owned by Scrapewise, with a perpetual, sublicensable licence",
          "A Full key lists every tool, 113 in the catalogue, since 22 October 2026, with no toolset to narrow it",
          "Signup and every wallet top-up (Stripe Checkout, €5 to €1,000) need a person in a browser, and there is no machine payment protocol",
          "The prompt-injection contract relies on a `type: \"scraped\"` content block that the MCP specification does not define"
        ],
        "agentNotes": [
          "Call each paid tool with `quote_only: true` first, then repeat with the same `idempotency_key` so a retry is charged once",
          "Expect about 113 tools from a Full key; use a Read key, which lists 48 read tools, when the task only reads saved rows or job results",
          "Use an LLM_READ key unless the task needs paid tools or writes, since LLM_FULL has no per-tool consent",
          "Treat 402 WALLET_INSUFFICIENT_BALANCE as final and ask the user to top up; on 429 wait for Retry-After, on 429 cost_exceeded wait for the next hour, and stop a run before deleting its scraper (409 SCRAPER_RUN_ACTIVE)",
          "Scrape many addresses with one `scrapewise_run_scraper_url_list` call (up to 5,000) and retry with the same name, never one scraper per address"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 60
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 79,
          "payments": 40,
          "reliability": 45,
          "schema": 79,
          "security": 56,
          "transparency": 38
        },
        "provenanceScore": 69,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-02",
            "maintenance": "2026-11-02",
            "payments": "2026-11-02",
            "reliability": "2026-11-02",
            "schema": "2026-11-02",
            "security": "2026-11-02",
            "transparency": "2026-11-02"
          },
          "last": "2026-11-02",
          "lastMoved": "2026-11-02",
          "oldest": "2026-11-02",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "pip install scrapewise",
        "http": "curl -H \"Authorization: Bearer $SCRAPEWISE_KEY\" https://portal.scrapewise.ai/api/scraper-api/api/key/whoami",
        "claudeCode": "claude mcp add scrapewise --transport http https://mcp.scrapewise.ai/mcp --header 'Authorization: Bearer YOUR_SCRAPEWISE_API_KEY'",
        "config": {
          "mcpServers": {
            "scrapewise": {
              "headers": {
                "Authorization": "Bearer YOUR_SCRAPEWISE_API_KEY"
              },
              "url": "https://mcp.scrapewise.ai/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/scrapewise"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Plain page",
          "unit": "1k-pages",
          "usd": 0.17,
          "note": "€0.15, converted at the ECB rate of 15 October 2026 (1.1208)"
        },
        {
          "item": "Rendered page",
          "unit": "1k-pages",
          "usd": 0.84,
          "note": "€0.75"
        },
        {
          "item": "Residential proxy page",
          "unit": "1k-pages",
          "usd": 1.68,
          "note": "€1.50"
        },
        {
          "item": "Rendered page with residential proxy",
          "unit": "1k-pages",
          "usd": 4.2,
          "note": "€3.75"
        },
        {
          "item": "Google search",
          "unit": "1k-requests",
          "usd": 1.68,
          "note": "€1.50"
        },
        {
          "item": "MCP credit",
          "unit": "credit",
          "usd": 0.000168,
          "note": "€0.00015, the price of one plain page"
        }
      ],
      "provenance": {
        "legalEntity": "BEBOTECH OÜ",
        "domain": "scrapewise.ai",
        "domainRegistered": "2025-05-19",
        "endpointOnVendorDomain": true,
        "terms": "https://scrapewise.ai/terms-of-service",
        "privacy": "https://scrapewise.ai/privacy-policy",
        "statusPage": "",
        "changelog": "https://docs.scrapewise.ai/changelog",
        "securityTxt": "none",
        "checked": "2026-10-15",
        "notes": [
          "BEBOTECH OÜ is named as author in the PyPI metadata of scrapewise and langchain-scrapewise and in the scrapewise-python licence. The terms and privacy policy name only Scrapewise.ai, under Estonian law.",
          "Terms of service and privacy policy are both effective 29 October 2025. The terms contain no clause on automated access to the website.",
          "scrapewise.ai/robots.txt allows all crawlers and names ClaudeBot and anthropic-ai as allowed. docs.scrapewise.ai/robots.txt allows all.",
          "RDAP gives scrapewise.ai a registration date of 19 May 2025.",
          "/.well-known/security.txt and /security.txt return 404. No status page found."
        ],
        "score": 69
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/scrapewise.json",
      "live": {
        "slug": "scrapewise",
        "probe": {
          "target": "https://mcp.scrapewise.ai/mcp",
          "method": "get",
          "lastAt": "2026-11-02T21:16:18.058224048Z",
          "lastOk": true,
          "lastStatus": 401,
          "lastMs": 147,
          "lastNote": "asks for credentials",
          "authRequired": true,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 151,
          "p95ms24h": 239,
          "samples24h": 250,
          "samples30d": 4393,
          "days": [
            {
              "date": "2026-10-16",
              "probes": 151,
              "ok": 151
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-18",
              "probes": 256,
              "ok": 256
            },
            {
              "date": "2026-10-19",
              "probes": 255,
              "ok": 255
            },
            {
              "date": "2026-10-20",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-21",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-22",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-23",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-24",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-25",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-26",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-27",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-28",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-29",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-30",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-31",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-11-01",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-11-02",
              "probes": 222,
              "ok": 222
            }
          ]
        },
        "versions": [
          {
            "registry": "mcp-registry",
            "name": "ai.scrapewise/scrapewise",
            "version": "0.1.1",
            "seenAt": "2026-11-02T16:30:45.916990424Z"
          },
          {
            "registry": "pypi",
            "name": "langchain-scrapewise",
            "version": "0.1.0",
            "released": "2026-10-07",
            "seenAt": "2026-11-02T19:49:12.713852964Z"
          },
          {
            "registry": "pypi",
            "name": "scrapewise",
            "version": "0.1.0",
            "released": "2026-10-07",
            "seenAt": "2026-11-02T19:49:12.527937104Z"
          }
        ],
        "githubStars": 1,
        "pypiWeekly": 8,
        "securityTxt": {
          "url": "https://scrapewise.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-02T15:44:06.032093593Z"
        },
        "llmsTxt": {
          "url": "https://scrapewise.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-02T15:17:58.614672405Z"
        },
        "domain": {
          "domain": "scrapewise.ai",
          "registered": "2025-05-19",
          "source": "https://rdap.identitydigital.services/rdap/domain/scrapewise.ai",
          "checkedAt": "2026-11-01T14:16:04.618199498Z"
        },
        "pages": [
          {
            "url": "https://docs.scrapewise.ai/changelog",
            "kind": "changelog",
            "status": 304,
            "checkedAt": "2026-11-02T07:15:31.311803002Z",
            "changedAt": "2026-10-24T02:16:26.522434614Z",
            "fingerprint": "5a9abedeb0cd"
          },
          {
            "url": "https://scrapewise.ai/privacy-policy",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-11-02T07:24:57.594176559Z",
            "changedAt": "2026-10-28T04:42:45.131846146Z",
            "fingerprint": "cc92fcdfe4d5"
          },
          {
            "url": "https://scrapewise.ai/terms-of-service",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-11-02T07:24:59.639685727Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "e020071fdbd3"
          }
        ],
        "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"
        },
        "github": {
          "repo": "bebotech-ou/scrapewise-mcp",
          "checkedAt": "2026-11-02T08:35:10.657291897Z",
          "stars": 1,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-10-13T07:52:25Z",
          "openIssues": 2,
          "openPRs": 0,
          "issuesOpened90d": 2,
          "issuesClosed90d": 0,
          "prsMerged90d": 2,
          "replies": {
            "sampled": 2,
            "unanswered": 2
          }
        },
        "updatedAt": "2026-11-02T21:16:18.058224048Z"
      }
    },
    "edges": [
      {
        "by": 11,
        "category": "ergonomics",
        "leads": "outcrawl",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "API reading. Scrape returns main content only by default with `formats` picking markdown, html, rawHtml, links, screenshots or schema JSON, search renders page bodies only on request, agent events take a `level` and an `after` cursor, the MCP server shows request bodies up to a character limit and says when it truncated, and the MCP surface is 29 tools with no toolsets (20 of 25). Cursor pagination on crawl results, agent results and downloads, `limit`, depth and path filters on crawl, status, outcome, task and age filters on sessions, and usage grouped by hour, day, month or capability (20). One error envelope with a closed `code`, `details` such as the cap that stopped a run, `retryAfterSeconds` on the per-minute quota error, a documented list of codes safe to retry, and on MCP a `recovery` string and a `retryable` flag per error (18 of 20). No idempotency key on any route, a repeated agent, crawl or monitor submit runs twice, and `concurrency_limit` carries no retry hint; cancel is idempotent, `integration_changed` (409) guards updates, and the npm MCP package sets readOnlyHint on GET tools, destructiveHint on DELETE tools and idempotentHint on either, which the hosted server was not read to confirm (10 of 20). Scrape needs a URL alone, agent runs need `caps.budget` on the API and SDKs with the MCP server defaulting it, and official SDKs exist in TypeScript and Python beside a CLI (15). 20+20+18+10+15 = 83.",
          "b": "Since 22 October 2026 a Full (LLM_FULL) key lists every tool, 113 in the tool catalogue and 114 operations in the MCP subset of the spec, and the `?toolsets=` address that kept the setup tools out of the default list is no longer documented, so more than 30 tools (5). A Read (LLM_READ) key lists only the read tools, a read-only subset of 48 (5 added back). Cursor pagination with `limit` up to 1,000, `q`, `sort`, `from` and `to` filters, and job results in pages of 100 (20). Error codes an agent can branch on, such as WALLET_INSUFFICIENT_BALANCE, scope_rejected, cost_exceeded, SCRAPER_RUN_ACTIVE and MCP_SHOP_LIMIT, with a troubleshooting table, though two envelope shapes are documented (16 of 20). Idempotency keys on paid tools and REST create and run, a same-name retry rule for list runs, and preview tokens before deletes. Annotations are documented but only some appear in the spec, and tools/list was not read (16 of 20). Few required fields and a free `quote_only` check, but only a Python SDK (10 of 15). 10 + 20 + 16 + 16 + 10 = 72."
        },
        "scores": {
          "a": 83,
          "b": 72
        }
      },
      {
        "by": 10,
        "category": "security",
        "leads": "outcrawl",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "OAuth 2.1 for MCP clients and the CLI with authorization code, PKCE S256, dynamic public-client registration, device code, one-hour access tokens, 30-day refresh, introspection and revocation endpoints and private_key_jwt, but one functional scope, `api`; API keys shaped `ock_\u003ckeyId\u003e.\u003csecret\u003e` are shown once, stored as a digest, scoped to a workspace and revoked within a minute, with no per-key scopes, expiry or read-only keys; nothing documents a secret in a query string (25 of 30). No read-only key or scope. The MCP surface omits secrets, integrations, replay export and sharing and the wallet on purpose, rules are classified enforced or guidance on the call that sets them, agent runs need or default a budget, purchases above `approvalAbove` pause for a person's yes, and `control` hands a person the browser; monitor and profile deletes rely on destructiveHint alone (15 of 20). Every tool returns untrusted page content. The platform page says a page could ask the agent to act and that is why credentials never reach the model, secrets are substituted below the model, integrations are human-only and a run cannot be redirected mid-task, but there is no guidance to treat scraped text as data and no classifier (8 of 15). Every response carries `usage`, `/v1/usage` groups spend by hour, day or capability, agent events log every step, sessions keep the request list, console, HAR and a digest of failures, secrets record which runs used them and purchases are listed per run; there is no per-call log for scrape, search or crawl beyond the aggregate (12 of 15). No security.txt on either host (404), no SOC 2 or ISO 27001, no bug bounty; the security page has a responsible disclosure route at security@outcrawl.ai with a 90-day window and a no-legal-action statement (6 of 20). 25+15+8+12+6 = 66.",
          "b": "Scoped keys (USER for REST, LLM_READ and LLM_FULL for MCP) stored as hashes, revocable at once, several per account with last-used time, rotated by mint and revoke. No expiry and no finer scopes (26 of 30). LLM_READ cannot run paid tools or write, and deletes need a preview token committed within 5 minutes. Since 22 October the setup and destructive tools are no longer opt-in for a Full key, and LLM_FULL has no per-tool consent (16 of 20). A documented prompt-injection contract and guidance, but it rests on a `type: \"scraped\"` content block that the MCP specification of 25 November 2025 does not define, and the docs' statement that Anthropic's clients honour it by default was not confirmed (8 of 15). Every call is logged with a correlation id and key prefix and the wallet ledger itemises charges, but the operator sees logs only through support (6 of 15). No security.txt, disclosure policy, bug bounty or certification found, security.txt still 404 on 2 November (0 of 20)."
        },
        "scores": {
          "a": 66,
          "b": 56
        }
      },
      {
        "by": 8,
        "category": "schema",
        "leads": "scrapewise",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "API reading, with the MCP server described. An OpenAPI 3.1 document at https://outcrawl.ai/docs/api-reference/openapi.json lists 62 operations over 51 paths with a summary each and the same 11 status codes, generated from the vendor's capability registry, but every request body is an untyped object marked `additionalProperties: true` with a pointer to the docs, every 200 response is an untyped object, and `Error` is the only schema; the typed shapes live in the SDK declarations and in the MCP server's zod schemas, which were read in the 0.4.3 npm package rather than from the hosted server (15 of 25). llms.txt and a 525 KB llms-full.txt on the docs, a Markdown twin of every page and an llms.txt on the site (10). The MCP descriptions each end with a `Not for:` clause naming the better tool and most with a `Cost:` clause, the OpenAPI summaries say when not to use a route, and the capability pages say which neighbour to use instead (18 of 20). Scrape formats are an enum of eight, event levels and record kinds are enums, `caps.budget` is required, and the SDK types bound every option, while the OpenAPI bodies carry none of it (10 of 15). curl, TypeScript and Python examples on every page, 20 worked programs, a 31-row error table with meanings and a retryable list, and MCP errors with a `recovery` string, though the closed union is sized 24, 31, 45 and 22 on different pages (13 of 15). `/v1` in the path and 1.0.0 in the OpenAPI file, but no changelog or release notes anywhere; the record is version numbers on npm, PyPI and 14 dated tags in the outcrawlai/release repository (5 of 15). 15+10+18+10+13+5 = 71.",
          "b": "Public OpenAPI 3.1 for the whole REST surface (247 operations on 2 November, 224 on 15 October) and an MCP subset (114 operations, 93 on 15 October), and MCP tools are generated from it with JSON Schema inputs (25). llms.txt, agents.md and pricing.md on scrapewise.ai, though docs.scrapewise.ai has no llms.txt (10). The data tools' descriptions say when to use each, what it returns, its price and that it is free or paid. Setup tools carry one-line descriptions (16 of 20). Required fields are marked and there are 55 enums in the MCP subset, but limits such as 1 to 20 results sit in prose, not as constraints, and paid tools wrap arguments in a `body` object (10 of 15). Request examples throughout, error codes listed with fixes, but the docs show two error envelope shapes and the MCP subset documents only 200, 204, 400 and 402 (10 of 15). A changelog with six entries, the newest items dated by day up to 23 October 2026, one evolving spec with no version prefix, and a one-release deprecation rule (8 of 15)."
        },
        "scores": {
          "a": 71,
          "b": 79
        }
      }
    ],
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Aeonmind LLC (Outcrawl)",
        "b": "BEBOTECH OÜ",
        "name": "Vendor"
      },
      {
        "a": "https://api.outcrawl.ai/v1",
        "b": "https://mcp.scrapewise.ai/mcp",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP",
        "b": "Streamable HTTP",
        "name": "Transports"
      },
      {
        "a": "OAuth or key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "$4.90 per 1,000 pages",
        "b": "not published",
        "name": "Price for scraping"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary hosted service under Aeonmind LLC's terms of service (last updated 1 November 2026). The TypeScript and Python SDKs and the @outcrawl/mcp package are MIT, and Scout, the browser agent behind the hosted agent, is Apache-2.0 in a read-only GitHub mirror",
        "b": "none",
        "name": "Licence"
      },
      {
        "a": "29",
        "b": "113",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "not listed",
        "b": "ai.scrapewise/scrapewise",
        "name": "MCP registry"
      },
      {
        "a": "2026-10-20",
        "b": "2026-10-23",
        "name": "Last release"
      },
      {
        "a": "2026-11-01",
        "b": "2025-10-29",
        "name": "Terms last updated"
      },
      {
        "a": "2026-11-01",
        "b": "2025-10-29",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "948 stars, 53 npm/wk",
        "b": "1 stars, 30 PyPI/wk",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Outcrawl scores 62.4 (B) on agent readiness against Scrapewise's 60 (C), and leads in 3 of 7 scored categories. Scrapewise leads on schema \u0026 documentation.",
        "question": "Which is better for AI agents, Outcrawl or Scrapewise?"
      },
      {
        "answer": "Outcrawl takes an API key or an OAuth sign-in. Scrapewise needs an API key.",
        "question": "Do Outcrawl and Scrapewise need an API key?"
      },
      {
        "answer": "Yes. Outcrawl has a hosted endpoint at https://api.outcrawl.ai/v1 and Scrapewise at https://mcp.scrapewise.ai/mcp.",
        "question": "Can an agent call Outcrawl and Scrapewise without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Agent ergonomics, 83 against 72",
          "Security \u0026 auth, 66 against 56"
        ],
        "also": null,
        "goodFor": "Agents that want one key and one balance for reading pages, walking a site, searching with rendered results and handing a signed-in or multi-step task to a hosted browser agent with a hard budget, and teams on TypeScript that want a residential-exit browser over CDP with a replay of every session.",
        "slug": "outcrawl",
        "watchFor": "No status page, incident history, SLA below Enterprise or security.txt; /status and status.outcrawl.ai do not answer"
      },
      {
        "aheadOn": [
          "Schema \u0026 documentation, 79 against 71"
        ],
        "also": null,
        "goodFor": "Agents that need e-commerce prices, Amazon and Google data, or recurring price monitoring with cleaning and product matching, paid per page in euros.",
        "slug": "scrapewise",
        "watchFor": "No status page, SLA, security.txt, disclosure policy or certification found"
      }
    ],
    "history": {
      "outcrawl": null,
      "scrapewise": [
        {
          "causes": [
            "product"
          ],
          "date": "2026-11-02",
          "delta": -2.6,
          "from": 62.6,
          "fromGrade": "B",
          "to": 60,
          "toGrade": "C"
        },
        {
          "causes": [
            "evidence"
          ],
          "date": "2026-10-27",
          "delta": 0.1,
          "from": 62.5,
          "fromGrade": "B",
          "to": 62.6,
          "toGrade": "B"
        }
      ]
    },
    "job": {
      "capability": "web.scrape",
      "name": "Scraping"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/bright-data-vs-outcrawl.json",
        "title": "Bright Data vs Outcrawl",
        "url": "https://www.anchorterminal.com/compare/bright-data-vs-outcrawl"
      },
      {
        "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-outcrawl.json",
        "title": "Context.dev vs Outcrawl",
        "url": "https://www.anchorterminal.com/compare/context-dev-vs-outcrawl"
      },
      {
        "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/jina-reader-vs-outcrawl.json",
        "title": "Jina Reader vs Outcrawl",
        "url": "https://www.anchorterminal.com/compare/jina-reader-vs-outcrawl"
      },
      {
        "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-outcrawl.json",
        "title": "Olostep vs Outcrawl",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-outcrawl"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-scrapewise.json",
        "title": "Olostep vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-oxylabs-web-scraper.json",
        "title": "Outcrawl vs Oxylabs Web Scraper API",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-oxylabs-web-scraper"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-scrape-do.json",
        "title": "Outcrawl vs Scrape.do",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-scrape-do"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapegraphai.json",
        "title": "Outcrawl vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapeless.json",
        "title": "Outcrawl vs Scrapeless",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapeless"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-scraperapi.json",
        "title": "Outcrawl vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-scraperapi"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapfly.json",
        "title": "Outcrawl vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapingant.json",
        "title": "Outcrawl vs ScrapingAnt",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapingant"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapingbee.json",
        "title": "Outcrawl vs ScrapingBee",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapingbee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapingdog.json",
        "title": "Outcrawl vs Scrapingdog",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapingdog"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-spider-cloud.json",
        "title": "Outcrawl vs Spider",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-spider-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-zenrows.json",
        "title": "Outcrawl vs ZenRows",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-zenrows"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-zyte.json",
        "title": "Outcrawl vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-zyte"
      },
      {
        "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-outcrawl.json",
        "title": "Firecrawl MCP vs Outcrawl",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-outcrawl"
      },
      {
        "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/diffbot-vs-outcrawl.json",
        "title": "Diffbot vs Outcrawl",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-outcrawl"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diffbot-vs-scrapewise.json",
        "title": "Diffbot vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-qovia.json",
        "title": "Outcrawl vs Qovia",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-qovia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapeatlas.json",
        "title": "Outcrawl vs ScrapeAtlas",
        "url": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapeatlas"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qovia-vs-scrapewise.json",
        "title": "Qovia vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/qovia-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapewise.json",
        "title": "ScrapeAtlas vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-outcrawl.json",
        "title": "Apify MCP Server vs Outcrawl",
        "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-outcrawl"
      },
      {
        "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapewise.json",
        "title": "Apify MCP Server vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-scrapewise"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-outcrawl.json",
        "title": "jevcrawl vs Outcrawl",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-outcrawl"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.json",
        "title": "jevcrawl vs Scrapewise",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise"
      }
    ],
    "panel": null,
    "scores": [
      {
        "by": 0,
        "edge": "",
        "key": "reliability",
        "name": "Reliability",
        "outcrawl": 45,
        "scrapewise": 45,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 8,
        "edge": "scrapewise",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "outcrawl": 71,
        "scrapewise": 79,
        "weight": 13
      },
      {
        "by": 11,
        "edge": "outcrawl",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "outcrawl": 83,
        "scrapewise": 72,
        "weight": 13
      },
      {
        "by": 10,
        "edge": "outcrawl",
        "key": "security",
        "name": "Security \u0026 auth",
        "outcrawl": 66,
        "scrapewise": 56,
        "weight": 14
      },
      {
        "by": 0,
        "edge": "",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "outcrawl": 40,
        "scrapewise": 40,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 0,
        "edge": "",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "outcrawl": 79,
        "scrapewise": 79,
        "weight": 7
      },
      {
        "by": 2,
        "edge": "outcrawl",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "outcrawl": 56,
        "scrapewise": 54,
        "weight": 7
      }
    ],
    "summary": "Outcrawl scores 62.4 (B) on agent readiness against Scrapewise's 60 (C), and leads in 3 of 7 scored categories. Scrapewise leads on schema \u0026 documentation. Both do scraping.",
    "tasks": null,
    "tutorials": [],
    "verdicts": {
      "outcrawl": "One credit balance over scrape, crawl, search, cloud browsers and agent runs, with published per-unit rates, a 1,000-credit free month, OAuth 2.1 for MCP and the CLI, and a closed error union with retry guidance. No status page, changelog or security.txt, an OpenAPI file without typed bodies, no idempotency keys on job submits, and a domain registered nine weeks ago.",
      "scrapewise": "Paid MCP tools each take a free `quote_only` price check and idempotency keys, keys are read-only or full-access, and euro prices start at €0.15 per 1,000 plain pages. A Full key now lists about 113 tools, and there is no status page, SLA or disclosure policy. The terms claim ownership of all scraped data."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapewise",
    "json": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapewise.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapewise.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/outcrawl-vs-scrapewise.min.md"
  },
  "markdown": "Outcrawl scores 62.4 (B) on agent readiness against Scrapewise's 60 (C), and leads in 3 of 7 scored categories. Scrapewise leads on schema \u0026 documentation. Both do scraping.\n\n- Outcrawl: grade B, 62.4/100, rank #456 of 1268. Markdown https://www.anchorterminal.com/tools/outcrawl.md · JSON https://www.anchorterminal.com/api/v1/tools/outcrawl.json\n- Scrapewise: grade C, 60/100, rank #571 of 1268. 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 284 scrapers comparisons: https://www.anchorterminal.com/compare/web-scrapers/index.md\n\n## Which one, for what\n\n### Outcrawl (B)\n\nGood for: Agents that want one key and one balance for reading pages, walking a site, searching with rendered results and handing a signed-in or multi-step task to a hosted browser agent with a hard budget, and teams on TypeScript that want a residential-exit browser over CDP with a replay of every session.\n\nAhead on:\n- Agent ergonomics, 83 against 72\n- Security \u0026 auth, 66 against 56\n\nWatch for: No status page, incident history, SLA below Enterprise or security.txt; /status and status.outcrawl.ai do not answer\n\n### Scrapewise (C)\n\nGood for: Agents that need e-commerce prices, Amazon and Google data, or recurring price monitoring with cleaning and product matching, paid per page in euros.\n\nAhead on:\n- Schema \u0026 documentation, 79 against 71\n\nWatch for: No status page, SLA, security.txt, disclosure policy or certification found\n\n\n## Why the edge\n\n### Agent ergonomics: Outcrawl +11\n\n- Outcrawl (83): API reading. Scrape returns main content only by default with `formats` picking markdown, html, rawHtml, links, screenshots or schema JSON, search renders page bodies only on request, agent events take a `level` and an `after` cursor, the MCP server shows request bodies up to a character limit and says when it truncated, and the MCP surface is 29 tools with no toolsets (20 of 25). Cursor pagination on crawl results, agent results and downloads, `limit`, depth and path filters on crawl, status, outcome, task and age filters on sessions, and usage grouped by hour, day, month or capability (20). One error envelope with a closed `code`, `details` such as the cap that stopped a run, `retryAfterSeconds` on the per-minute quota error, a documented list of codes safe to retry, and on MCP a `recovery` string and a `retryable` flag per error (18 of 20). No idempotency key on any route, a repeated agent, crawl or monitor submit runs twice, and `concurrency_limit` carries no retry hint; cancel is idempotent, `integration_changed` (409) guards updates, and the npm MCP package sets readOnlyHint on GET tools, destructiveHint on DELETE tools and idempotentHint on either, which the hosted server was not read to confirm (10 of 20). Scrape needs a URL alone, agent runs need `caps.budget` on the API and SDKs with the MCP server defaulting it, and official SDKs exist in TypeScript and Python beside a CLI (15). 20+20+18+10+15 = 83.\n- Scrapewise (72): Since 22 October 2026 a Full (LLM_FULL) key lists every tool, 113 in the tool catalogue and 114 operations in the MCP subset of the spec, and the `?toolsets=` address that kept the setup tools out of the default list is no longer documented, so more than 30 tools (5). A Read (LLM_READ) key lists only the read tools, a read-only subset of 48 (5 added back). Cursor pagination with `limit` up to 1,000, `q`, `sort`, `from` and `to` filters, and job results in pages of 100 (20). Error codes an agent can branch on, such as WALLET_INSUFFICIENT_BALANCE, scope_rejected, cost_exceeded, SCRAPER_RUN_ACTIVE and MCP_SHOP_LIMIT, with a troubleshooting table, though two envelope shapes are documented (16 of 20). Idempotency keys on paid tools and REST create and run, a same-name retry rule for list runs, and preview tokens before deletes. Annotations are documented but only some appear in the spec, and tools/list was not read (16 of 20). Few required fields and a free `quote_only` check, but only a Python SDK (10 of 15). 10 + 20 + 16 + 16 + 10 = 72.\n\n### Security \u0026 auth: Outcrawl +10\n\n- Outcrawl (66): OAuth 2.1 for MCP clients and the CLI with authorization code, PKCE S256, dynamic public-client registration, device code, one-hour access tokens, 30-day refresh, introspection and revocation endpoints and private_key_jwt, but one functional scope, `api`; API keys shaped `ock_\u003ckeyId\u003e.\u003csecret\u003e` are shown once, stored as a digest, scoped to a workspace and revoked within a minute, with no per-key scopes, expiry or read-only keys; nothing documents a secret in a query string (25 of 30). No read-only key or scope. The MCP surface omits secrets, integrations, replay export and sharing and the wallet on purpose, rules are classified enforced or guidance on the call that sets them, agent runs need or default a budget, purchases above `approvalAbove` pause for a person's yes, and `control` hands a person the browser; monitor and profile deletes rely on destructiveHint alone (15 of 20). Every tool returns untrusted page content. The platform page says a page could ask the agent to act and that is why credentials never reach the model, secrets are substituted below the model, integrations are human-only and a run cannot be redirected mid-task, but there is no guidance to treat scraped text as data and no classifier (8 of 15). Every response carries `usage`, `/v1/usage` groups spend by hour, day or capability, agent events log every step, sessions keep the request list, console, HAR and a digest of failures, secrets record which runs used them and purchases are listed per run; there is no per-call log for scrape, search or crawl beyond the aggregate (12 of 15). No security.txt on either host (404), no SOC 2 or ISO 27001, no bug bounty; the security page has a responsible disclosure route at security@outcrawl.ai with a 90-day window and a no-legal-action statement (6 of 20). 25+15+8+12+6 = 66.\n- Scrapewise (56): Scoped keys (USER for REST, LLM_READ and LLM_FULL for MCP) stored as hashes, revocable at once, several per account with last-used time, rotated by mint and revoke. No expiry and no finer scopes (26 of 30). LLM_READ cannot run paid tools or write, and deletes need a preview token committed within 5 minutes. Since 22 October the setup and destructive tools are no longer opt-in for a Full key, and LLM_FULL has no per-tool consent (16 of 20). A documented prompt-injection contract and guidance, but it rests on a `type: \"scraped\"` content block that the MCP specification of 25 November 2025 does not define, and the docs' statement that Anthropic's clients honour it by default was not confirmed (8 of 15). Every call is logged with a correlation id and key prefix and the wallet ledger itemises charges, but the operator sees logs only through support (6 of 15). No security.txt, disclosure policy, bug bounty or certification found, security.txt still 404 on 2 November (0 of 20).\n\n### Schema \u0026 documentation: Scrapewise +8\n\n- Outcrawl (71): API reading, with the MCP server described. An OpenAPI 3.1 document at https://outcrawl.ai/docs/api-reference/openapi.json lists 62 operations over 51 paths with a summary each and the same 11 status codes, generated from the vendor's capability registry, but every request body is an untyped object marked `additionalProperties: true` with a pointer to the docs, every 200 response is an untyped object, and `Error` is the only schema; the typed shapes live in the SDK declarations and in the MCP server's zod schemas, which were read in the 0.4.3 npm package rather than from the hosted server (15 of 25). llms.txt and a 525 KB llms-full.txt on the docs, a Markdown twin of every page and an llms.txt on the site (10). The MCP descriptions each end with a `Not for:` clause naming the better tool and most with a `Cost:` clause, the OpenAPI summaries say when not to use a route, and the capability pages say which neighbour to use instead (18 of 20). Scrape formats are an enum of eight, event levels and record kinds are enums, `caps.budget` is required, and the SDK types bound every option, while the OpenAPI bodies carry none of it (10 of 15). curl, TypeScript and Python examples on every page, 20 worked programs, a 31-row error table with meanings and a retryable list, and MCP errors with a `recovery` string, though the closed union is sized 24, 31, 45 and 22 on different pages (13 of 15). `/v1` in the path and 1.0.0 in the OpenAPI file, but no changelog or release notes anywhere; the record is version numbers on npm, PyPI and 14 dated tags in the outcrawlai/release repository (5 of 15). 15+10+18+10+13+5 = 71.\n- Scrapewise (79): Public OpenAPI 3.1 for the whole REST surface (247 operations on 2 November, 224 on 15 October) and an MCP subset (114 operations, 93 on 15 October), and MCP tools are generated from it with JSON Schema inputs (25). llms.txt, agents.md and pricing.md on scrapewise.ai, though docs.scrapewise.ai has no llms.txt (10). The data tools' descriptions say when to use each, what it returns, its price and that it is free or paid. Setup tools carry one-line descriptions (16 of 20). Required fields are marked and there are 55 enums in the MCP subset, but limits such as 1 to 20 results sit in prose, not as constraints, and paid tools wrap arguments in a `body` object (10 of 15). Request examples throughout, error codes listed with fixes, but the docs show two error envelope shapes and the MCP subset documents only 200, 204, 400 and 402 (10 of 15). A changelog with six entries, the newest items dated by day up to 23 October 2026, one evolving spec with no version prefix, and a one-release deprecation rule (8 of 15).\n\n## Score by category\n\n| Category | Weight | Outcrawl | Scrapewise | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 45 | 45 | even |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 71 | 79 | Scrapewise +8 |\n| Agent ergonomics | 13% (16.2 this run) | 83 | 72 | Outcrawl +11 |\n| Security \u0026 auth | 14% (17.5 this run) | 66 | 56 | Outcrawl +10 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 40 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 79 | 79 | even |\n| Transparency \u0026 trust | 7% (8.8 this run) | 56 | 54 | Outcrawl +2 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **62.4 · B** | **60 · C** | |\n\n## Facts side by side\n\n| Fact | Outcrawl | Scrapewise |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Aeonmind LLC (Outcrawl) | BEBOTECH OÜ |\n| Hosted endpoint | `https://api.outcrawl.ai/v1` | `https://mcp.scrapewise.ai/mcp` |\n| Transports | HTTP, Streamable HTTP | Streamable HTTP |\n| Auth | OAuth or key | API key |\n| Pricing | Freemium | Pay per use |\n| Price for scraping | $4.90 per 1,000 pages | not published |\n| x402 | no | no |\n| Licence | Proprietary hosted service under Aeonmind LLC's terms of service (last updated 1 November 2026). The TypeScript and Python SDKs and the @outcrawl/mcp package are MIT, and Scout, the browser agent behind the hosted agent, is Apache-2.0 in a read-only GitHub mirror | none |\n| Tools exposed | 29 | 113 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | not listed | `ai.scrapewise/scrapewise` |\n| Last release | 2026-10-20 | 2026-10-23 |\n| Terms last updated | 2026-11-01 | 2025-10-29 |\n| Privacy policy last updated | 2026-11-01 | 2025-10-29 |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 948 stars, 53 npm/wk | 1 stars, 30 PyPI/wk |\n| Agent reviews | none | 3/5 (4) |\n\n## How the scores have moved\n\n### Outcrawl\n\nNo score change since it was listed.\n\n### Scrapewise\n\n- -2.6 on 2 November 2026 (B to C): product\n- +0.1 on 27 October 2026: new evidence\n\n## Verdicts\n\n**Outcrawl.** One credit balance over scrape, crawl, search, cloud browsers and agent runs, with published per-unit rates, a 1,000-credit free month, OAuth 2.1 for MCP and the CLI, and a closed error union with retry guidance. No status page, changelog or security.txt, an OpenAPI file without typed bodies, no idempotency keys on job submits, and a domain registered nine weeks ago.\n\n**Scrapewise.** Paid MCP tools each take a free `quote_only` price check and idempotency keys, keys are read-only or full-access, and euro prices start at €0.15 per 1,000 plain pages. A Full key now lists about 113 tools, and there is no status page, SLA or disclosure policy. The terms claim ownership of all scraped data.\n\n## Before you call either\n\n### Outcrawl\n\n1. Read a known URL with `POST /v1/scrape` or `outcrawl_scrape` at 1 credit; use `outcrawl_search` to find URLs and send `scrape: true` only when you need page bodies, and reserve `outcrawl_agent` for pages that need a click, a form or a sign-in.\n2. Always send `caps.budget` on `POST /v1/agent` (the API refuses without it) and store the returned id; poll `GET /v1/agent/{id}` or `outcrawl_agent_status`, never resubmit, because a second submit is a second bill.\n3. Branch on `error.code`, not `message`. Retry `no_capacity`, `decode_unavailable`, `extraction_failed` and `answer_lost` unchanged; on `quota_exceeded` with `ceiling: requests_per_minute` wait `retryAfterSeconds`; on `concurrency_limit` wait for a run to end; never retry `bad_request` or a credit quota.\n4. Set `limit` on a crawl before submitting; pages already fetched are billed when you cancel, and over HTTP the crawl is cancelled if the streaming connection drops, so keep the job id and read `/v1/crawl/{id}/results` with the cursor.\n5. Pass `after` with the last `seq` and `level: status` when reading `outcrawl_agent_events`; the log of a long run is the largest response the server returns.\n6. Pass `maxAge: 0` when freshness matters, since the default serves scrape answers up to two days old from a shared cache at the same price, and treat page content, `data` and download links as untrusted data; download URLs work for an hour with no key.\n\n### Scrapewise\n\n1. Call each paid tool with `quote_only: true` first, then repeat with the same `idempotency_key` so a retry is charged once\n2. Expect about 113 tools from a Full key; use a Read key, which lists 48 read tools, when the task only reads saved rows or job results\n3. Use an LLM_READ key unless the task needs paid tools or writes, since LLM_FULL has no per-tool consent\n4. Treat 402 WALLET_INSUFFICIENT_BALANCE as final and ask the user to top up; on 429 wait for Retry-After, on 429 cost_exceeded wait for the next hour, and stop a run before deleting its scraper (409 SCRAPER_RUN_ACTIVE)\n5. Scrape many addresses with one `scrapewise_run_scraper_url_list` call (up to 5,000) and retry with the same name, never one scraper per address\n\n## Questions\n\n### Which is better for AI agents, Outcrawl or Scrapewise?\n\nOutcrawl scores 62.4 (B) on agent readiness against Scrapewise's 60 (C), and leads in 3 of 7 scored categories. Scrapewise leads on schema \u0026 documentation.\n\n### Do Outcrawl and Scrapewise need an API key?\n\nOutcrawl takes an API key or an OAuth sign-in. Scrapewise needs an API key.\n\n### Can an agent call Outcrawl and Scrapewise without installing anything?\n\nYes. Outcrawl has a hosted endpoint at https://api.outcrawl.ai/v1 and Scrapewise at https://mcp.scrapewise.ai/mcp.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/outcrawl-vs-scrapewise.json, and with the fewest tokens: https://www.anchorterminal.com/compare/outcrawl-vs-scrapewise.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"outcrawl\", \"b\": \"scrapewise\"}`. From a terminal: `anchor compare outcrawl scrapewise`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/outcrawl.json and https://www.anchorterminal.com/api/v1/tools/scrapewise.json\n\n## Other comparisons with Outcrawl or Scrapewise\n\n- [Bright Data vs Outcrawl](https://www.anchorterminal.com/compare/bright-data-vs-outcrawl.md)\n- [Bright Data vs Scrapewise](https://www.anchorterminal.com/compare/bright-data-vs-scrapewise.md)\n- [Context.dev vs Outcrawl](https://www.anchorterminal.com/compare/context-dev-vs-outcrawl.md)\n- [Context.dev vs Scrapewise](https://www.anchorterminal.com/compare/context-dev-vs-scrapewise.md)\n- [Jina Reader vs Outcrawl](https://www.anchorterminal.com/compare/jina-reader-vs-outcrawl.md)\n- [Jina Reader vs Scrapewise](https://www.anchorterminal.com/compare/jina-reader-vs-scrapewise.md)\n- [Olostep vs Outcrawl](https://www.anchorterminal.com/compare/olostep-vs-outcrawl.md)\n- [Olostep vs Scrapewise](https://www.anchorterminal.com/compare/olostep-vs-scrapewise.md)\n- [Outcrawl vs Oxylabs Web Scraper API](https://www.anchorterminal.com/compare/outcrawl-vs-oxylabs-web-scraper.md)\n- [Outcrawl vs Scrape.do](https://www.anchorterminal.com/compare/outcrawl-vs-scrape-do.md)\n- [Outcrawl vs ScrapeGraphAI](https://www.anchorterminal.com/compare/outcrawl-vs-scrapegraphai.md)\n- [Outcrawl vs Scrapeless](https://www.anchorterminal.com/compare/outcrawl-vs-scrapeless.md)\n- [Outcrawl vs ScraperAPI](https://www.anchorterminal.com/compare/outcrawl-vs-scraperapi.md)\n- [Outcrawl vs Scrapfly](https://www.anchorterminal.com/compare/outcrawl-vs-scrapfly.md)\n- [Outcrawl vs ScrapingAnt](https://www.anchorterminal.com/compare/outcrawl-vs-scrapingant.md)\n- [Outcrawl vs ScrapingBee](https://www.anchorterminal.com/compare/outcrawl-vs-scrapingbee.md)\n- [Outcrawl vs Scrapingdog](https://www.anchorterminal.com/compare/outcrawl-vs-scrapingdog.md)\n- [Outcrawl vs Spider](https://www.anchorterminal.com/compare/outcrawl-vs-spider-cloud.md)\n- [Outcrawl vs ZenRows](https://www.anchorterminal.com/compare/outcrawl-vs-zenrows.md)\n- [Outcrawl vs Zyte API](https://www.anchorterminal.com/compare/outcrawl-vs-zyte.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 Outcrawl](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-outcrawl.md)\n- [Firecrawl MCP vs Scrapewise](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapewise.md)\n- [Diffbot vs Outcrawl](https://www.anchorterminal.com/compare/diffbot-vs-outcrawl.md)\n- [Diffbot vs Scrapewise](https://www.anchorterminal.com/compare/diffbot-vs-scrapewise.md)\n- [Outcrawl vs Qovia](https://www.anchorterminal.com/compare/outcrawl-vs-qovia.md)\n- [Outcrawl vs ScrapeAtlas](https://www.anchorterminal.com/compare/outcrawl-vs-scrapeatlas.md)\n- [Qovia vs Scrapewise](https://www.anchorterminal.com/compare/qovia-vs-scrapewise.md)\n- [ScrapeAtlas vs Scrapewise](https://www.anchorterminal.com/compare/scrapeatlas-vs-scrapewise.md)\n- [Apify MCP Server vs Outcrawl](https://www.anchorterminal.com/compare/apify-mcp-vs-outcrawl.md)\n- [Apify MCP Server vs Scrapewise](https://www.anchorterminal.com/compare/apify-mcp-vs-scrapewise.md)\n- [jevcrawl vs Outcrawl](https://www.anchorterminal.com/compare/jevcrawl-vs-outcrawl.md)\n- [jevcrawl vs Scrapewise](https://www.anchorterminal.com/compare/jevcrawl-vs-scrapewise.md)\n",
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