{
  "data": {
    "a": {
      "slug": "qovia",
      "name": "Qovia",
      "vendor": "Qovia",
      "vendorUrl": "https://qovia.ai",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Qovia is a hosted API that returns posts, comments, creator profiles, hot lists and product reviews from Douyin, Xiaohongshu, Weibo, Bilibili, TikTok, YouTube, X and other platforms as one JSON envelope, with a cross-platform search and a remote MCP server.",
      "url": "https://www.anchorterminal.com/tools/qovia",
      "markdownUrl": "https://www.anchorterminal.com/tools/qovia.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/qovia.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/qovia.json",
      "dns": "qovia.grade.anchorterminal.com",
      "repo": "https://github.com/qovia/qovia-mcp",
      "license": "Proprietary hosted service under a one-paragraph Terms of Service summary that defers to a signed agreement. The qovia/qovia-mcp repository (setup guide, examples, Python client) and the qovia package on PyPI are MIT; the service's source is not public",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.qovia.ai",
      "packages": [
        {
          "registry": "pypi",
          "name": "qovia"
        }
      ],
      "auth": "api-key",
      "authNotes": "An API key created in the console (prefix `sk-qovia-` plus 43 characters), sent as `Authorization: Bearer` or `x-api-key` to https://api.qovia.ai; the docs say the key is read from those two headers only, never from the URL or a cookie, and browser requests from other sites are refused by CORS. A key carries one or more scopes chosen at creation (`*`, `search`, `raw:*` or `raw:\u003cplatform\u003e` for each of 24 platform groups), an optional expiry, and is revoked in the console; the server stores a hash and shows the full key once. 30 failed authentications from one IP in a minute answer 429 `too_many_auth_failures`. The MCP server at https://api.qovia.ai/mcp takes the same key as a Bearer header; its `search_endpoints` and `get_endpoint` tools need no key, `call_endpoint` and `get_account` do. No OAuth metadata is served (404 on /.well-known/oauth-protected-resource per the 1 November listing check).",
      "pricing": "usage",
      "pricingNotes": "50 trial calls for a new account, counted only when a call returns data, then a prepaid balance in USD topped up by card or Alipay through Stripe (4.4 per cent plus $0.30 fee) or USDT on TRC-20 (2 per cent plus $0.30), no monthly fee (1 November 2026). Only an HTTP 200 with a non-empty result is charged; empty results, errors, timeouts and upstream failures are refunded. Cross-platform search is $5 per 1,000 calls. Raw endpoints are priced per endpoint, from $0.5 per 1,000 (8 Douyin, 5 Bilibili and 2 Xingtu endpoints) through $1 (61 endpoints), $1.5 (Cili Juxing, Huahuo), $2 (3 Instagram), $5 (WeChat, Xiaohongshu, 1 Pugongying), $10 (11 Xingtu, 10 Pugongying), $13.5 (Taobao reviews) to $19.5 (JD.com reviews); Tieba, Fliggy and the six coming-soon endpoints are on a tiered $1.5 rate that drops to $1 after 5,000,000 billed calls in a month. Top-ups are non-refundable except within 7 days when the vendor confirms a paid endpoint cannot be used. Datasets and bulk or custom data are quoted. Five Actors by the same vendor on the Apify Store are paid through Apify per section.",
      "priceSummary": "$5 / 1k req",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 on qovia.ai, in the docs, llms.txt, the OpenAPI file or the repository (checked 2026-11-01). Top-ups take card and Alipay through Stripe or USDT on TRC-20 from a console session; USDT is a payment method, not a machine payment protocol. The only route without a Qovia account is the vendor's five Actors on the Apify Store (profile `qovia`, Qovia Data), paid through Apify.",
        "endpoints": []
      },
      "toolCount": 141,
      "popularity": {
        "githubStars": 0,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-01"
      },
      "docsUrl": "https://qovia.ai/docs/",
      "llmsTxt": "https://qovia.ai/llms.txt",
      "openapi": "https://qovia.ai/openapi.json",
      "registryName": "ai.qovia/qovia",
      "capabilities": [
        "web.extract",
        "social.analytics",
        "web.search"
      ],
      "tags": [
        "hosted",
        "official",
        "closed-source",
        "openapi",
        "llms-txt",
        "mcp",
        "python",
        "free-trial",
        "prepaid",
        "usage-priced",
        "api-key",
        "beta",
        "new"
      ],
      "lastRelease": "2026-10-28",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 61.2,
        "grade": "C",
        "agentReady": false,
        "rank": 558,
        "ranked": true,
        "rankOf": 1253,
        "categoryRank": 14,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 77,
          "maintenance": 77,
          "payments": 55,
          "reliability": 40,
          "schema": 86,
          "security": 60,
          "transparency": 30
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-01"
        },
        "negative": 0,
        "verdict": "An OpenAPI 3.1 file with 144 operations, one envelope and 20 error codes, per-endpoint prices with failed and empty calls refunded, scoped keys and a four-tool MCP server that keeps the catalogue out of context. No status page, no legal entity, one-paragraph terms and privacy pages, and a product ten days old at the check.",
        "bestFor": "Agents that need structured public data from Chinese platforms (Douyin, Xiaohongshu, Weibo, Bilibili, Kuaishou, Zhihu, WeChat official accounts, Taobao and JD reviews) or the Xingtu and Pugongying creator marketplaces, with TikTok, YouTube, Instagram, X and Reddit beside them, paid per successful call from a prepaid balance.",
        "strengths": [
          "A public OpenAPI 3.1 file with 144 operations, patterns or enums on parameters, a response example on every operation and the error responses declared on each",
          "One envelope on every call, `request_id`, `data` and `meta` with the charge and balance, and 20 error codes sorted into not charged and refunded, with `Retry-After` on the retryable ones",
          "Only HTTP 200 with a non-empty result is charged; empty results, 404s, timeouts and upstream failures are refunded, and 50 trial calls come with a new account",
          "API keys carry per-platform scopes and an optional expiry, are read from headers only, and the docs tell users to give AI tools a separate scoped key",
          "The MCP server loads four tools by default and lets an agent find, read and call any of 137 endpoints, with `?tools=` subsets for direct tools; listed in the official registry under ai.qovia/qovia",
          "Published limits of 60 and 600 requests a minute with `X-RateLimit-*` headers, and a documented empty-call throttle"
        ],
        "weaknesses": [
          "No status page, incident history or SLA; the terms promise nothing about uptime and the Python client is the only retry guidance beyond `Retry-After`",
          "The terms and privacy policy are one paragraph each, name no legal entity, address, retention period or subprocessor, and say a signed agreement governs",
          "Every endpoint is marked `beta` in the OpenAPI file while the docs call it Live, and the API version is 0.1.0",
          "No security.txt, disclosure policy beyond a SECURITY.md, bug bounty or certification; the only support channels are Telegram, WhatsApp, WeChat and one mailbox",
          "Every response is third-party platform content and the docs carry no guidance on treating it as untrusted; four endpoint groups read login-gated creator marketplaces",
          "The changelog has two dated days, the domain is four months old, and the GitHub account was created the week of the request with nine forked lists beside the one repository"
        ],
        "agentNotes": [
          "Send `Authorization: Bearer sk-qovia-...` to https://api.qovia.ai and check `meta.empty` on every HTTP 200; `data` may be `null` or an empty structure and nothing is charged for it.",
          "Branch on `error.code`, never on `message`. Retry only `rate_limited`, `too_many_unbilled`, `endpoint_busy`, `upstream_busy` and `too_many_auth_failures` after `Retry-After`; `endpoint_unavailable` has none and will not clear.",
          "Stay under 60 requests a minute (600 after the first top-up) across every key on the account, and keep empty or not-found calls under 80 per cent of the last 10 minutes or expect 429 `too_many_unbilled`.",
          "Pass the previous page's `cursor` (and `search_id` on Douyin and Zhihu search) back unchanged and stop when `has_more` is false; each page is a separate charge, and unknown parameters answer 400.",
          "For MCP, connect to https://api.qovia.ai/mcp over Streamable HTTP; call `search_endpoints` then `get_endpoint` before `call_endpoint`, or add `?tools=douyin,kuaishou` for typed direct tools. Catalogue tools need no key."
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 61.2
          }
        ],
        "editorialScores": {
          "ergonomics": 77,
          "maintenance": 77,
          "payments": 55,
          "reliability": 40,
          "schema": 86,
          "security": 60,
          "transparency": 23
        },
        "provenanceScore": 36,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-01",
            "maintenance": "2026-11-01",
            "payments": "2026-11-01",
            "reliability": "2026-11-01",
            "schema": "2026-11-01",
            "security": "2026-11-01",
            "transparency": "2026-11-01"
          },
          "last": "2026-11-01",
          "oldest": "2026-11-01",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "pip install qovia",
        "http": "curl \"https://api.qovia.ai/v1/raw/weibo/hot_search\" -H \"Authorization: Bearer $QOVIA_API_KEY\"",
        "claudeCode": "claude mcp add --transport http qovia https://api.qovia.ai/mcp --header \"Authorization: Bearer $QOVIA_API_KEY\""
      },
      "letme": {
        "capability": "https://letme.dev/web.extract",
        "tool": "https://letme.dev/qovia"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "Cross-platform search",
          "unit": "1k-requests",
          "usd": 5,
          "note": "POST /v1/search, successful non-empty calls only, pricing page and OpenAPI file checked 1 November 2026"
        },
        {
          "item": "Lowest raw endpoints (Douyin, Bilibili, Xingtu keywords)",
          "unit": "1k-requests",
          "usd": 0.5,
          "note": "15 fixed-price endpoints at $0.0005 a successful call"
        },
        {
          "item": "Most raw endpoints (TikTok, YouTube, X, Reddit, Weibo, Zhihu, Kuaishou and others)",
          "unit": "1k-requests",
          "usd": 1,
          "note": "61 fixed-price endpoints at $0.001 a successful call"
        },
        {
          "item": "Tiered raw endpoints (Tieba, Fliggy, coming-soon platforms)",
          "unit": "1k-requests",
          "usd": 1.5,
          "note": "$1 per 1,000 after 5,000,000 billed calls in a calendar month"
        },
        {
          "item": "Xiaohongshu and WeChat endpoints",
          "unit": "1k-requests",
          "usd": 5,
          "note": "11 fixed-price endpoints at $0.005 a successful call"
        },
        {
          "item": "Xingtu and Pugongying creator marketplace endpoints",
          "unit": "1k-requests",
          "usd": 10,
          "note": "21 fixed-price endpoints at $0.01 a successful call"
        },
        {
          "item": "JD.com product reviews",
          "unit": "1k-requests",
          "usd": 19.5,
          "note": "the dearest endpoint; Taobao and Tmall reviews are $13.5"
        },
        {
          "item": "Apify Store, Xingtu Actor premium section",
          "unit": "record",
          "usd": 0.06,
          "note": "per creator per section, paid through Apify with no Qovia account; basic sections $0.01, video sections $0.03"
        }
      ],
      "provenance": {
        "legalEntity": "",
        "domain": "qovia.ai",
        "domainRegistered": "2026-07-04",
        "endpointOnVendorDomain": true,
        "terms": "https://qovia.ai/terms/",
        "privacy": "https://qovia.ai/privacy/",
        "statusPage": "",
        "changelog": "https://qovia.ai/changelog/",
        "securityTxt": "none",
        "checked": "2026-11-01",
        "notes": [
          "No legal entity is named anywhere read. The terms and privacy pages are one paragraph each, say Delaware law governs and that the signed agreement governs where it differs, and name no company, address or jurisdiction beyond the state. The footer reads © 2026 QoviaAI, a brand name, not an entity, so legalEntity is left empty.",
          "RDAP for qovia.ai gives a registration date of 2026-07-04 through GoDaddy with a Domains By Proxy registrant and Cloudflare nameservers. The Wayback Machine's only capture before the check is the home page of 11 September 2026, which advertised sign-up with a free 1,000 calls a month, 25+ platforms, a 99.95 per cent enterprise SLA and a team@ mailbox; none of those claims is on the current site.",
          "firstReleased is the changelog's first dated entry, 21 October 2026, when the search, Xiaohongshu, WeChat, Taobao and JD endpoints are recorded as live; the remaining platforms are dated 22 October, the registry entry is 22 October and the GitHub account and repository were created on 23 October 2026. The 11 September page sold an API key but dates nothing live.",
          "https://qovia.ai/.well-known/security.txt, https://qovia.ai/security.txt and https://api.qovia.ai/.well-known/security.txt answer 404. The repository's SECURITY.md gives a Telegram handle and a mailbox for reports and says it covers qovia.ai and api.qovia.ai.",
          "api.qovia.ai has no robots.txt (404); only its OAuth metadata (404) and /mcp (405 on GET) were touched, both by the 1 November listing check. qovia.ai's robots.txt disallows /console/, /account/, /order/ and /admin/ and their /zh/ twins, which were not fetched."
        ],
        "score": 36
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/qovia.json",
      "live": {
        "slug": "qovia",
        "probe": {
          "target": "https://api.qovia.ai",
          "method": "get",
          "lastAt": "2026-11-01T22:08:43.664510387Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 491,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 521,
          "p95ms24h": 626,
          "samples24h": 25,
          "samples30d": 25,
          "days": [
            {
              "date": "2026-11-01",
              "probes": 25,
              "ok": 25
            }
          ]
        },
        "updatedAt": "2026-11-01T22:08:43.664510387Z"
      }
    },
    "answer": "Zyte API scores 69.7 (B) on agent readiness against Qovia's 61.2 (C), and leads in 2 of 7 scored categories. Qovia leads on agent ergonomics, security \u0026 auth and payments \u0026 pricing.",
    "b": {
      "slug": "zyte",
      "name": "Zyte API",
      "vendor": "Zyte Group Limited",
      "vendorUrl": "https://www.zyte.com",
      "kind": "http-api",
      "category": "web-scrapers",
      "summary": "Zyte API is a hosted web scraping API from Zyte Group Limited of Cork, Ireland. One endpoint returns a page's HTTP body, browser-rendered HTML, a screenshot or extracted structured data, with ban avoidance handled by the service.",
      "url": "https://www.anchorterminal.com/tools/zyte",
      "markdownUrl": "https://www.anchorterminal.com/tools/zyte.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/zyte.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/zyte.json",
      "dns": "zyte.grade.anchorterminal.com",
      "repo": "https://github.com/zytedata/python-zyte-api",
      "license": "Proprietary service under Zyte's terms of service. The Python client is BSD 3-Clause, and the Agentic Web Data plugin is under Zyte's own end-user licence",
      "transports": [
        "http",
        "streamable-http"
      ],
      "remoteUrl": "https://api.zyte.com/v1/extract",
      "packages": [
        {
          "registry": "pypi",
          "name": "zyte-api"
        },
        {
          "registry": "pypi",
          "name": "scrapy-zyte-api"
        }
      ],
      "auth": "mixed",
      "authNotes": "Self-serve API key from the Zyte dashboard, sent as the HTTP Basic username with an empty password. An organisation can hold several keys, and an owner can put a blocking spending limit on each. The Stats API takes a separate dashboard key. Zyte MCP signs in with OAuth (scope `zapi:read` in its metadata) and then calls the API with a dedicated key, `mcp_access_key`. CDP browser sessions need a paid plan or spending limit and business verification.",
      "pricing": "usage",
      "pricingNotes": "$5 free credit for the first billing month on signup, with no card per the site, so an agent's owner can start without a contract. After that, pay-as-you-go from $0.13 to $1.27 per 1,000 successful HTTP requests and $1.01 to $16.08 per 1,000 browser requests, by the target site's tier (1 to 5). Screenshots add $1.34 per 1,000 and automatic extraction $0.27 to $1.07 per 1,000. Monthly commitments of $100 to $500 take 25 to 52 per cent off. Failed, banned and rate-limited requests are free (https://www.zyte.com/pricing/, https://docs.zyte.com/zyte-api/pricing.md).",
      "priceSummary": "$0.13 / 1k req",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "The official Python client documents x402 payment with an Ethereum key against `https://api-x402.zyte.com/v1/` (`python-zyte-api`, `docs/use/x402.rst`, since 0.8.0 of 7 August 2025). One unauthenticated POST to `/v1/extract` on that host on 2026-10-09 returned 401 `/auth/not-valid` with `WWW-Authenticate: Basic` and no 402 challenge. docs.zyte.com and the pricing page don't mention x402 (checked 2026-10-09).",
        "endpoints": []
      },
      "toolCount": 34,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": 41866,
        "asOf": "2026-10-09"
      },
      "docsUrl": "https://docs.zyte.com/zyte-api/get-started.html",
      "llmsTxt": "https://docs.zyte.com/llms.txt",
      "openapi": "https://docs.zyte.com/zyte-api/usage/reference.md",
      "capabilities": [
        "web.scrape",
        "scraping.anti-bot",
        "scraping.js-render",
        "scraping.proxies",
        "web.extract",
        "scraping.screenshot",
        "browser.hosted",
        "search.serp"
      ],
      "tags": [
        "hosted",
        "usage-based",
        "free-trial",
        "no-card",
        "mcp",
        "oauth",
        "openapi",
        "llms-txt",
        "proxies",
        "python",
        "status-page",
        "iso-27001",
        "closed-source"
      ],
      "lastRelease": "2026-10-26",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 69.7,
        "grade": "B",
        "agentReady": false,
        "rank": 188,
        "ranked": true,
        "rankOf": 1253,
        "categoryRank": 7,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 72,
          "maintenance": 77,
          "payments": 40,
          "reliability": 85,
          "schema": 85,
          "security": 55,
          "transparency": 67
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-01"
        },
        "negative": 0,
        "verdict": "One POST endpoint with an OpenAPI 3 contract picks proxies, browser rendering and extraction per site, bills only successful responses, and sends problem+json errors with Retry-After. Prices vary by target site across five tiers, no dated API changelog was found, and the Python client's raised `brotli` floor for CVE-2026-111497, a flaw in brotli, is merged but unreleased.",
        "bestFor": "An agent or pipeline that fetches protected pages and wants the service to choose proxy and browser per site and to bill only success, and teams already on Scrapy.",
        "strengths": [
          "OpenAPI 3.0.3 contract for `/v1/extract` printed in the reference, with 51 enums and request examples, plus llms.txt and Markdown twins of the docs pages",
          "Only successful responses are billed. Rate-limited, banned and failed requests are free, per the pricing page and the terms",
          "429, 503 and 520 responses carry `Retry-After`, and the docs publish a backoff table for each retry",
          "Blocking spend limits can be set per API key, and the MCP server uses its own key, `mcp_access_key`, signed in over OAuth",
          "Status page with ten components and incident history, ISO 27001 certification and a list of 36 sub-processors with addresses"
        ],
        "weaknesses": [
          "Request price depends on the target site's tier, from $0.13 to $1.27 per 1,000 HTTP requests and $1.01 to $16.08 with a browser on pay-as-you-go",
          "No dated changelog or deprecation policy for the API was found in the 150-page docs sitemap, and the terms allow changes with or without notice",
          "The terms let Zyte use Service Data, data feeds and code from the services for product development and product training",
          "The official client documents x402 at `api-x402.zyte.com`, but our unauthenticated requests there on 9 October and 1 November 2026 got 401 and no payment challenge",
          "Zyte MCP lists 34 tools, 26 of them for Scrapy Cloud, and some delete schedules and collections with no undo",
          "No security.txt, no paid bug bounty, and one official client language (Python)",
          "The Python client raised its `brotli` floor for CVE-2026-111497, a flaw in brotli, on 26 October, with no release since 0.11.0 of 23 July"
        ],
        "agentNotes": [
          "Send the API key as the Basic auth username with an empty password to `https://api.zyte.com/v1/extract`. Set only one of `httpResponseBody` or `browserHtml`, or one extraction field",
          "Ask for `httpResponseBody` before `browserHtml`. Browser requests cost about eight to thirteen times more per tier",
          "Retry 429, 503 and 520 after the `Retry-After` seconds, with backoff. They aren't billed. Don't retry 400, 401, 422 or 451",
          "Read `statusCode` in a 200 response. A target site's 404 comes back as a successful, billed Zyte API response",
          "Have the owner set a blocking spending limit on the key you use. A 403 `/auth/account-suspended` means the limit or the trial month ended"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3.8,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 69.7
          }
        ],
        "editorialScores": {
          "ergonomics": 72,
          "maintenance": 77,
          "payments": 40,
          "reliability": 85,
          "schema": 85,
          "security": 55,
          "transparency": 58
        },
        "provenanceScore": 76,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-01",
            "maintenance": "2026-11-01",
            "payments": "2026-11-01",
            "reliability": "2026-11-01",
            "schema": "2026-11-01",
            "security": "2026-11-01",
            "transparency": "2026-11-01"
          },
          "last": "2026-11-01",
          "lastMoved": "2026-10-27",
          "oldest": "2026-11-01",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "pip install zyte-api",
        "http": "curl \\\n    --user YOUR_ZYTE_API_KEY: \\\n    --header 'Content-Type: application/json' \\\n    --data '{\"url\": \"https://toscrape.com\", \"httpResponseBody\": true}' \\\n    --compressed \\\n    https://api.zyte.com/v1/extract",
        "claudeCode": "claude mcp add --transport http zyte https://mcp.zyte.com/v1/mcp",
        "config": {
          "mcpServers": {
            "zyte": {
              "type": "http",
              "url": "https://mcp.zyte.com/v1/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/web.scrape",
        "tool": "https://letme.dev/zyte"
      },
      "area": "web-data",
      "unitPrices": [
        {
          "item": "HTTP request, tier 1 site, pay-as-you-go",
          "unit": "1k-requests",
          "usd": 0.13,
          "note": "Tiers 2 to 5 cost $0.23, $0.44, $0.70 and $1.27"
        },
        {
          "item": "HTTP request, tier 5 site, pay-as-you-go",
          "unit": "1k-requests",
          "usd": 1.27,
          "note": "Only successful responses are billed"
        },
        {
          "item": "Browser request, tier 1 site, pay-as-you-go",
          "unit": "1k-requests",
          "usd": 1.01,
          "note": "Tiers 2 to 5 cost $2.01, $4.02, $8.04 and $16.08"
        },
        {
          "item": "Browser request, tier 5 site, pay-as-you-go",
          "unit": "1k-requests",
          "usd": 16.08,
          "note": "Actions and network capture cost extra"
        },
        {
          "item": "Screenshot, added to a browser request",
          "unit": "1k-requests",
          "usd": 1.34,
          "note": "Pay-as-you-go price"
        },
        {
          "item": "HTTP request, tier 1 site, $500 commitment",
          "unit": "1k-requests",
          "usd": 0.06,
          "note": "52 per cent volume discount"
        }
      ],
      "provenance": {
        "legalEntity": "Zyte Group Limited",
        "domain": "zyte.com",
        "domainRegistered": "1999-02-22",
        "endpointOnVendorDomain": true,
        "terms": "https://www.zyte.com/terms-policies/terms-of-service/",
        "privacy": "https://www.zyte.com/terms-policies/privacy-policy/",
        "statusPage": "https://status.zyte.com",
        "changelog": "",
        "securityTxt": "none",
        "checked": "2026-10-09",
        "notes": [
          "The terms of service (last updated 22 September 2026) define Zyte as Zyte Group Limited, an Irish company, number 492771, with a notice address at 12 South Mall, Cork. They contain a Zyte API Terms section, so they govern the API.",
          "The privacy policy is dated 30 August 2024 and covers the websites and the services. It says it does not apply to personal data a customer collects with the services.",
          "www.zyte.com/.well-known/security.txt returned 404. Reports go through the responsible disclosure programme page, which pays no rewards.",
          "No dated changelog for the API was found. The Python client and the agent plugin each keep one in their repository.",
          "RDAP at Verisign gives a registration date of 1999-02-22 for zyte.com.",
          "The API answers at api.zyte.com and the MCP server at mcp.zyte.com. Its OAuth metadata names auth.app.zyte.com as the authorisation server."
        ],
        "score": 76
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/zyte.json",
      "live": {
        "slug": "zyte",
        "probe": {
          "target": "https://api.zyte.com/v1/extract",
          "method": "get",
          "lastAt": "2026-11-01T22:08:55.606236276Z",
          "lastOk": true,
          "lastStatus": 405,
          "lastMs": 349,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 359,
          "p95ms24h": 529,
          "samples24h": 250,
          "samples30d": 5913,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 169,
              "ok": 169
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-16",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-18",
              "probes": 256,
              "ok": 256
            },
            {
              "date": "2026-10-19",
              "probes": 255,
              "ok": 255
            },
            {
              "date": "2026-10-20",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-21",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-22",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-23",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-24",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-25",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-26",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-27",
              "probes": 249,
              "ok": 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": 230,
              "ok": 230
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.zyte.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-11-01T22:10:22.4414085Z"
        },
        "versions": [
          {
            "registry": "pypi",
            "name": "scrapy-zyte-api",
            "version": "0.36.0",
            "released": "2026-08-20",
            "seenAt": "2026-11-01T17:45:54.485625472Z"
          },
          {
            "registry": "pypi",
            "name": "zyte-api",
            "version": "0.11.0",
            "released": "2026-07-23",
            "seenAt": "2026-11-01T17:45:54.244063856Z"
          }
        ],
        "githubStars": 30,
        "pypiWeekly": 44791,
        "securityTxt": {
          "url": "https://zyte.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-01T15:42:43.629100539Z"
        },
        "llmsTxt": {
          "url": "https://docs.zyte.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-01T15:15:25.989976305Z"
        },
        "domain": {
          "domain": "zyte.com",
          "registered": "1999-02-22",
          "source": "https://rdap.verisign.com/com/v1/domain/zyte.com",
          "checkedAt": "2026-11-01T14:21:07.081929004Z"
        },
        "pages": [
          {
            "url": "https://docs.zyte.com/zyte-api/pricing.md",
            "kind": "pricing",
            "status": 304,
            "checkedAt": "2026-11-01T06:43:35.908104848Z",
            "changedAt": "2026-10-24T02:17:08.882124443Z",
            "fingerprint": "c8c695a7b7fe"
          },
          {
            "url": "https://www.zyte.com/pricing/",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-11-01T07:07:13.926951671Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "d8f74b8aaa20"
          },
          {
            "url": "https://www.zyte.com/terms-policies/privacy-policy/",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-11-01T07:07:16.717281437Z",
            "changedAt": "2026-10-28T04:57:29.069673348Z",
            "fingerprint": "f1be15fc0d51"
          },
          {
            "url": "https://www.zyte.com/terms-policies/terms-of-service/",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-11-01T07:07:18.382360787Z",
            "changedAt": "2026-10-28T04:57:30.894458709Z",
            "fingerprint": "9c1743b91467"
          }
        ],
        "github": {
          "repo": "zytedata/python-zyte-api",
          "checkedAt": "2026-10-26T08:20:40.476489482Z",
          "stars": 30,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-10-26T04:31:35Z",
          "openIssues": 1,
          "openPRs": 5,
          "issuesOpened90d": 1,
          "issuesClosed90d": 8,
          "prsMerged90d": 11,
          "ci": {
            "branch": "main",
            "runs": 25,
            "success": 18,
            "failure": 7,
            "other": 0,
            "latest": "success",
            "latestAt": "2026-10-20T09:57:26Z"
          },
          "replies": {
            "sampled": 25,
            "unanswered": 1,
            "medianDays": 8.6
          }
        },
        "updatedAt": "2026-11-01T22:10:22.4414085Z"
      }
    },
    "edges": [
      {
        "by": 45,
        "category": "reliability",
        "leads": "zyte",
        "name": "Reliability",
        "reasons": {
          "a": "Hosted reading, for the REST API with the MCP server described. No public status page was found. https://qovia.ai/status/ answers 404, status.qovia.ai does not resolve and neither the docs nor the footer links one (0). No readable incident history, so 5 by the rubric (5). Limits are published with numbers on the quickstart's rate-limits section, 60 requests a minute per account before the first top-up and 600 after on a sliding 60-second window, with X-RateLimit-Limit and X-RateLimit-Remaining headers, a 64 KiB body cap, an empty-call throttle (50 calls in 10 minutes with over 80 per cent empty, not found or rejected) and a per-second cap per endpoint without a number (15). Retry-After is declared on too_many_auth_failures, rate_limited, too_many_unbilled, endpoint_busy and upstream_busy, the error table marks the retryable codes, the docs say a 503 endpoint_unavailable carries none and will not clear, and the Python client retries 429 and 503 honouring the header. Every operation is a read, including POST /v1/search, and a failed or timed-out call is refunded, so idempotency keys are not needed (15). No SLA. The terms summary says nothing about uptime and the pricing FAQ excludes outages, rate limits and platform changes from refunds; the 11 September 2026 archived home page advertised a 99.95 per cent enterprise SLA that the current pages have dropped (0). The endpoints are sold and labelled Live on the docs and coverage pages, but every one of the 143 carries x-qovia-status beta in the OpenAPI file, the API version is 0.1.0 and the MCP server reports 0.1.0 (5 of 10). 0+5+15+15+0+5 = 40.",
          "b": "Graded as a hosted API. status.zyte.com runs on Atlassian Statuspage with ten components and incident history (20). In the 90 days to 1 November 2026 its history feed lists two Zyte API incidents, both degraded browser rendering with higher latency and 520 errors, on 10 to 11 September and 13 September, neither marked as an outage, and three incidents outside the API, Scrapy Cloud periodic jobs on 17 August and the web dashboard and Scrapy Cloud periodic jobs down from 28 to 30 October, which Zyte says affected no other product. All partial, so minor (20 of 30). Rate limits are published as 3,000 requests a minute per key on standard plans and a custom limit on Enterprise, though per-site limits aren't (15). 429, 503 and 520 carry `Retry-After`, and the docs give a backoff table and say which responses to retry, per the 9 October check (15). Enterprise plans list service level agreements for support response times. No uptime SLA is published (5 of 10). Zyte API is generally available, and Zyte MCP carries no beta label on 1 November (10)."
        },
        "scores": {
          "a": 40,
          "b": 85
        }
      },
      {
        "by": 37,
        "category": "transparency",
        "leads": "zyte",
        "name": "Transparency \u0026 trust",
        "reasons": {
          "a": "Closed service. The Terms of Service is one paragraph that names no legal entity, address or liability terms, says Delaware law governs and that the page is a summary with the signed agreement governing; the repository's client is MIT. Between the closed and unclear bands (7 of 30). The privacy policy is one paragraph. Account information is used to deliver and bill, personal information is not sold, requests and results are not resold, deletion requests go to the support mailbox, and the agreement governs where it differs. No retention periods, no subprocessors, no DPA, and no statement about the cache the prov.source flag implies; the SECURITY.md repeats the same points (8 of 30). A 410 endpoint_disabled code exists for retired endpoints and the changelog is dated, but there is no deprecation policy or notice period and nothing is marked deprecated (5 of 20). Stripe is named on the pricing page as the card and Alipay processor; no other provider, data location or transfer basis is stated (3 of 20). 7+8+5+3 = 23.",
          "b": "A closed service with terms last updated on 22 September 2026 (unchanged on 1 November) that name Zyte Group Limited and contain a Zyte API section. The Python client is BSD 3-Clause (15 of 30). The privacy policy (30 August 2024), a DPA and a sub-processor list are public, with retention stated for support tickets (4 years) and invoices (7 years). Retention of request data and scraped content isn't stated, and the terms let Zyte use Service Data for product development and product training (17 of 30). Site tier changes get two weeks' notice and the Smart Proxy Manager retirement was announced with a date, but there is no standing API deprecation policy and the terms allow changes with or without notice (10 of 20). The sub-processor list names 36 companies with addresses and purposes, and the privacy policy names the United States and Ireland as processing locations (16 of 20)."
        },
        "scores": {
          "a": 30,
          "b": 67
        }
      },
      {
        "by": 15,
        "category": "payments",
        "leads": "qovia",
        "name": "Payments \u0026 pricing",
        "reasons": {
          "a": "No x402, MPP or L402 on Qovia's own endpoints; USDT on TRC-20 is a top-up method from a console session, not a machine payment protocol. The vendor's five Actors on the Apify Store under the profile qovia (Qovia Data, the same Telegram handle and mailbox as the site), such as the Xingtu Actor at $0.01 to $0.06 a section, can be paid through Apify, whose prepaid token is sold over x402, so partial credit for a third-party route on part of the catalogue (10 of 40). Per-call prices are published without a login, per endpoint in the OpenAPI file, llms.txt and the docs, search at $5 and raw endpoints from $0.5 to $19.5 per 1,000, with the tier rule and payment fees stated (20). 50 trial calls for a new account, counted only when a call returns data; the quickstart says to top up when they run out and the docs ask for no card at sign-up, though no account was created to confirm it (20). A person signs up in a browser and creates a key; the MCP catalogue tools work without a key but data calls do not, and the Apify route reaches four platforms without a Qovia account (5 of 20). 10+20+20+5 = 55.",
          "b": "The official Python client documents x402 against `api-x402.zyte.com`, but our one unauthenticated request there on 1 November 2026, as on 9 October, returned 401 `/auth/not-valid` with `WWW-Authenticate: Basic` and no 402 challenge, and the main docs and pricing page don't mention it, so we score the line as not established (0 of 40). Per-1,000 prices for all five site tiers, screenshots and extraction are public, though a given site's tier needs the dashboard's cost estimator (20). $5 of credit for the first billing month on standard plans ($200 on Enterprise), with no card per the site, re-read in the pricing docs on 1 November (20). A person signs up in a browser, and the MCP route needs a browser sign-in too (0)."
        },
        "scores": {
          "a": 55,
          "b": 40
        }
      },
      {
        "by": 5,
        "category": "ergonomics",
        "leads": "qovia",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "API reading. Responses come in fixed page sizes per endpoint, from about 5 comments on Xiaohongshu to 100 Fliggy reviews, with limit only on Bilibili danmaku and no field selection; the record shape is compact and shared across posts, notes and videos. The MCP server loads four tools by default, keeps the catalogue out of context until search_endpoints and get_endpoint are called, and ?tools= selects platforms or everything, which on the MCP reading would score 25 (18 of 25). Cursor pagination with has_more on most lists, search_id on Douyin and Zhihu search, page numbers on Weibo, Xiaohongshu and Bilibili, sort options on several, and the cross-platform search filters by platform, content type, sentiment and whole-day date windows up to 90 days (17 of 20). One error object with 20 codes, request_id on every answer, the retryable set marked, refunded codes separated from never-charged ones, and MCP tool errors carrying error.code, the HTTP status and retry_after_seconds (19 of 20). All calls are reads, failed and empty calls are refunded, Retry-After is declared and the Python client retries; no readOnlyHint or other annotation appears in the vendor's 28 October tools/list snapshot (14 of 20). One required parameter on 117 of 144 operations and defaults set on the server, but the only official SDK is the Python client; Node and curl are examples (9 of 15). 18+17+19+14+9 = 77.",
          "b": "Graded on the REST API, with the MCP server noted. A request names the outputs it wants, so an agent can ask for extracted fields or `pageContent` in place of full HTML, but HTML and bodies come whole, up to 10 MB. Zyte MCP lists 34 tools at once, 26 of them for Scrapy Cloud, recounted from its docs on 1 November (15 of 25). No pagination applies to a single-URL call. Search takes `maxResults` from 10 to 100, and the Stats API pages and filters (14 of 20). Errors are problem+json with a stable `type` path, and the docs say which to retry and which to fix (20). Calls are reads, failed and rate-limited requests are free, and retries are safe. We could not read the MCP tool annotations, which need a sign-in (14 of 20). A call needs only `url` and one output flag. The only official client is Python, with a Scrapy plugin (9 of 15)."
        },
        "scores": {
          "a": 77,
          "b": 72
        }
      },
      {
        "by": 5,
        "category": "security",
        "leads": "qovia",
        "name": "Security \u0026 auth",
        "reasons": {
          "a": "API keys with scopes chosen at creation (every endpoint, search, every raw endpoint or one of 24 platform groups), an optional expiry, revocation in the console and hashed storage; the docs say the key is read from the Authorization or x-api-key header only, never the URL or a cookie, and 30 failed authentications from one IP in a minute are throttled. No OAuth and no rotation feature beyond creating another key (24 of 30). The whole surface is read-only retrieval, scopes restrict a key to platforms, the two MCP catalogue tools need no key, and the docs and SECURITY.md tell users to give AI tools a separate scoped key (17 of 20). Every response is third-party platform text, and the only related statement is that error messages never contain the data source's own text; nothing on treating returned content as untrusted (3 of 15). request_id is the usage record ID on every answer, the console lists every charge in a usage log, X-Qovia-Charged and X-Qovia-Balance headers report each call, and GET /v1/account returns the key's scopes and balance at no charge; no exportable audit log or per-call endpoint was found (11 of 15). No security.txt on qovia.ai or api.qovia.ai (404), no bug bounty, SOC 2 or ISO 27001; the repository's SECURITY.md names a Telegram handle and a mailbox for reports covering both hosts (5 of 20). 24+17+3+11+5 = 60.",
          "b": "API keys are revocable, an organisation can hold several, and none travels in a URL. Keys carry no permission scopes. Zyte MCP signs in over OAuth and works through its own key, `mcp_access_key` (22 of 30). An owner can set a blocking spending limit per key. We found no read-only mode, and the MCP docs warn that the agent can delete schedules and collections with no undo, leaving approval to the MCP client (8 of 20). The API returns untrusted web content, and the only guidance found is to review what the agent asks to do (2 of 15). The Stats API and dashboard break usage down by key, domain and request type, requests can be tagged, and each response has a `request-id`. No per-request log for the operator was found (10 of 15). ISO 27001 certification per the trust centre, a responsible disclosure programme with a hall of fame and no rewards, penetration test reports under NDA, and no security.txt (www.zyte.com/.well-known/security.txt answered 404 on 1 November) (13 of 20)."
        },
        "scores": {
          "a": 60,
          "b": 55
        }
      }
    ],
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Qovia",
        "b": "Zyte Group Limited",
        "name": "Vendor"
      },
      {
        "a": "https://api.qovia.ai",
        "b": "https://api.zyte.com/v1/extract",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, Streamable HTTP",
        "b": "HTTP, Streamable HTTP",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "OAuth or key",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary hosted service under a one-paragraph Terms of Service summary that defers to a signed agreement. The qovia/qovia-mcp repository (setup guide, examples, Python client) and the qovia package on PyPI are MIT; the service's source is not public",
        "b": "Proprietary service under Zyte's terms of service. The Python client is BSD 3-Clause, and the Agentic Web Data plugin is under Zyte's own end-user licence",
        "name": "Licence"
      },
      {
        "a": "141",
        "b": "34",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "ai.qovia/qovia",
        "b": "not listed",
        "name": "MCP registry"
      },
      {
        "a": "2026-10-28",
        "b": "2026-10-26",
        "name": "Last release"
      },
      {
        "a": "not read yet",
        "b": "2026-09-22",
        "name": "Terms last updated"
      },
      {
        "a": "not read yet",
        "b": "2024-08-30",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not read yet",
        "b": "yes",
        "name": "Customer content may train models"
      },
      {
        "a": "not read yet",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not read yet",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not read yet",
        "b": "yes",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not read yet",
        "b": "yes",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "0 stars",
        "b": "42k PyPI/wk",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3.8/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Zyte API scores 69.7 (B) on agent readiness against Qovia's 61.2 (C), and leads in 2 of 7 scored categories. Qovia leads on agent ergonomics, security \u0026 auth and payments \u0026 pricing.",
        "question": "Which is better for AI agents, Qovia or Zyte API?"
      },
      {
        "answer": "Qovia needs an API key. Zyte API takes an API key or an OAuth sign-in.",
        "question": "Do Qovia and Zyte API need an API key?"
      },
      {
        "answer": "Yes. Qovia has a hosted endpoint at https://api.qovia.ai and Zyte API at https://api.zyte.com/v1/extract.",
        "question": "Can an agent call Qovia and Zyte API without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Agent ergonomics, 77 against 72",
          "Security \u0026 auth, 60 against 55",
          "Payments \u0026 pricing, 55 against 40"
        ],
        "also": null,
        "goodFor": "Agents that need structured public data from Chinese platforms (Douyin, Xiaohongshu, Weibo, Bilibili, Kuaishou, Zhihu, WeChat official accounts, Taobao and JD reviews) or the Xingtu and Pugongying creator marketplaces, with TikTok, YouTube, Instagram, X and Reddit beside them, paid per successful call from a prepaid balance.",
        "slug": "qovia",
        "watchFor": "No status page, incident history or SLA; the terms promise nothing about uptime and the Python client is the only retry guidance beyond `Retry-After`"
      },
      {
        "aheadOn": [
          "Reliability, 85 against 40",
          "Transparency \u0026 trust, 67 against 30"
        ],
        "also": [
          "Free to start without a card"
        ],
        "goodFor": "An agent or pipeline that fetches protected pages and wants the service to choose proxy and browser per site and to bill only success, and teams already on Scrapy.",
        "slug": "zyte",
        "watchFor": "Request price depends on the target site's tier, from $0.13 to $1.27 per 1,000 HTTP requests and $1.01 to $16.08 with a browser on pay-as-you-go"
      }
    ],
    "history": {
      "qovia": null,
      "zyte": [
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-27",
          "delta": 0,
          "from": 69.7,
          "fromGrade": "B",
          "to": 69.7,
          "toGrade": "B"
        }
      ]
    },
    "job": {
      "capability": "web.extract",
      "name": "Extraction"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/bright-data-vs-qovia.json",
        "title": "Bright Data vs Qovia",
        "url": "https://www.anchorterminal.com/compare/bright-data-vs-qovia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-qovia.json",
        "title": "Firecrawl MCP vs Qovia",
        "url": "https://www.anchorterminal.com/compare/firecrawl-mcp-vs-qovia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/apify-mcp-vs-zyte.json",
        "title": "Apify MCP Server vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/apify-mcp-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/bright-data-vs-zyte.json",
        "title": "Bright Data vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/bright-data-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-dev-vs-zyte.json",
        "title": "Context.dev vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/context-dev-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-zyte.json",
        "title": "jevcrawl vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jina-reader-vs-zyte.json",
        "title": "Jina Reader vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/jina-reader-vs-zyte"
      },
      {
        "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-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/scrape-do-vs-zyte.json",
        "title": "Scrape.do vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrape-do-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapegraphai-vs-zyte.json",
        "title": "ScrapeGraphAI vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapegraphai-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeless-vs-zyte.json",
        "title": "Scrapeless vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapeless-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scraperapi-vs-zyte.json",
        "title": "ScraperAPI vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scraperapi-vs-zyte"
      },
      {
        "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/scrapfly-vs-zyte.json",
        "title": "Scrapfly vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapfly-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapingant-vs-zyte.json",
        "title": "ScrapingAnt vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapingant-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapingbee-vs-zyte.json",
        "title": "ScrapingBee vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapingbee-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapingdog-vs-zyte.json",
        "title": "Scrapingdog vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapingdog-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/spider-cloud-vs-zyte.json",
        "title": "Spider vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/spider-cloud-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/zenrows-vs-zyte.json",
        "title": "ZenRows vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/zenrows-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/context-dev-vs-qovia.json",
        "title": "Context.dev vs Qovia",
        "url": "https://www.anchorterminal.com/compare/context-dev-vs-qovia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diffbot-vs-qovia.json",
        "title": "Diffbot vs Qovia",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-qovia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/diffbot-vs-zyte.json",
        "title": "Diffbot vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/diffbot-vs-zyte"
      },
      {
        "json": "https://www.anchorterminal.com/compare/jevcrawl-vs-qovia.json",
        "title": "jevcrawl vs Qovia",
        "url": "https://www.anchorterminal.com/compare/jevcrawl-vs-qovia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/olostep-vs-qovia.json",
        "title": "Olostep vs Qovia",
        "url": "https://www.anchorterminal.com/compare/olostep-vs-qovia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-qovia.json",
        "title": "Oxylabs Web Scraper API vs Qovia",
        "url": "https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-qovia"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qovia-vs-scrapeatlas.json",
        "title": "Qovia vs ScrapeAtlas",
        "url": "https://www.anchorterminal.com/compare/qovia-vs-scrapeatlas"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qovia-vs-scrapegraphai.json",
        "title": "Qovia vs ScrapeGraphAI",
        "url": "https://www.anchorterminal.com/compare/qovia-vs-scrapegraphai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qovia-vs-scraperapi.json",
        "title": "Qovia vs ScraperAPI",
        "url": "https://www.anchorterminal.com/compare/qovia-vs-scraperapi"
      },
      {
        "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/qovia-vs-scrapfly.json",
        "title": "Qovia vs Scrapfly",
        "url": "https://www.anchorterminal.com/compare/qovia-vs-scrapfly"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qovia-vs-scrapingant.json",
        "title": "Qovia vs ScrapingAnt",
        "url": "https://www.anchorterminal.com/compare/qovia-vs-scrapingant"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qovia-vs-scrapingbee.json",
        "title": "Qovia vs ScrapingBee",
        "url": "https://www.anchorterminal.com/compare/qovia-vs-scrapingbee"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qovia-vs-scrapingdog.json",
        "title": "Qovia vs Scrapingdog",
        "url": "https://www.anchorterminal.com/compare/qovia-vs-scrapingdog"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qovia-vs-spider-cloud.json",
        "title": "Qovia vs Spider",
        "url": "https://www.anchorterminal.com/compare/qovia-vs-spider-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/qovia-vs-zenrows.json",
        "title": "Qovia vs ZenRows",
        "url": "https://www.anchorterminal.com/compare/qovia-vs-zenrows"
      },
      {
        "json": "https://www.anchorterminal.com/compare/scrapeatlas-vs-zyte.json",
        "title": "ScrapeAtlas vs Zyte API",
        "url": "https://www.anchorterminal.com/compare/scrapeatlas-vs-zyte"
      }
    ],
    "panel": null,
    "scores": [
      {
        "by": 45,
        "edge": "zyte",
        "key": "reliability",
        "name": "Reliability",
        "qovia": 40,
        "weight": 16,
        "zyte": 85
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 1,
        "edge": "qovia",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "qovia": 86,
        "weight": 13,
        "zyte": 85
      },
      {
        "by": 5,
        "edge": "qovia",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "qovia": 77,
        "weight": 13,
        "zyte": 72
      },
      {
        "by": 5,
        "edge": "qovia",
        "key": "security",
        "name": "Security \u0026 auth",
        "qovia": 60,
        "weight": 14,
        "zyte": 55
      },
      {
        "by": 15,
        "edge": "qovia",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "qovia": 55,
        "weight": 10,
        "zyte": 40
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 0,
        "edge": "",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "qovia": 77,
        "weight": 7,
        "zyte": 77
      },
      {
        "by": 37,
        "edge": "zyte",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "qovia": 30,
        "weight": 7,
        "zyte": 67
      }
    ],
    "summary": "Zyte API scores 69.7 (B) on agent readiness against Qovia's 61.2 (C), and leads in 2 of 7 scored categories. Qovia leads on agent ergonomics, security \u0026 auth and payments \u0026 pricing. Both do extraction.",
    "tasks": null,
    "tutorials": [
      {
        "title": "Retrieve and decode HTML with Zyte",
        "tool": "zyte",
        "url": "https://www.anchorterminal.com/tutorials/zyte/"
      }
    ],
    "verdicts": {
      "qovia": "An OpenAPI 3.1 file with 144 operations, one envelope and 20 error codes, per-endpoint prices with failed and empty calls refunded, scoped keys and a four-tool MCP server that keeps the catalogue out of context. No status page, no legal entity, one-paragraph terms and privacy pages, and a product ten days old at the check.",
      "zyte": "One POST endpoint with an OpenAPI 3 contract picks proxies, browser rendering and extraction per site, bills only successful responses, and sends problem+json errors with Retry-After. Prices vary by target site across five tiers, no dated API changelog was found, and the Python client's raised `brotli` floor for CVE-2026-111497, a flaw in brotli, is merged but unreleased."
    }
  },
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/compare/qovia-vs-zyte",
    "json": "https://www.anchorterminal.com/compare/qovia-vs-zyte.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/compare/qovia-vs-zyte.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/compare/qovia-vs-zyte.min.md"
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  "markdown": "Zyte API scores 69.7 (B) on agent readiness against Qovia's 61.2 (C), and leads in 2 of 7 scored categories. Qovia leads on agent ergonomics, security \u0026 auth and payments \u0026 pricing. Both do extraction.\n\n- Qovia: grade C, 61.2/100, rank #558 of 1253. Markdown https://www.anchorterminal.com/tools/qovia.md · JSON https://www.anchorterminal.com/api/v1/tools/qovia.json\n- Zyte API: grade B, 69.7/100, rank #188 of 1253. Markdown https://www.anchorterminal.com/tools/zyte.md · JSON https://www.anchorterminal.com/api/v1/tools/zyte.json\n- Best web scraping and crawling APIs for AI agents: https://www.anchorterminal.com/best/web-scrapers/index.md\n- All 261 scrapers comparisons: https://www.anchorterminal.com/compare/web-scrapers/index.md\n\n## Which one, for what\n\n### Qovia (C)\n\nGood for: Agents that need structured public data from Chinese platforms (Douyin, Xiaohongshu, Weibo, Bilibili, Kuaishou, Zhihu, WeChat official accounts, Taobao and JD reviews) or the Xingtu and Pugongying creator marketplaces, with TikTok, YouTube, Instagram, X and Reddit beside them, paid per successful call from a prepaid balance.\n\nAhead on:\n- Agent ergonomics, 77 against 72\n- Security \u0026 auth, 60 against 55\n- Payments \u0026 pricing, 55 against 40\n\nWatch for: No status page, incident history or SLA; the terms promise nothing about uptime and the Python client is the only retry guidance beyond `Retry-After`\n\n### Zyte API (B)\n\nGood for: An agent or pipeline that fetches protected pages and wants the service to choose proxy and browser per site and to bill only success, and teams already on Scrapy.\n\nAhead on:\n- Reliability, 85 against 40\n- Transparency \u0026 trust, 67 against 30\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: Request price depends on the target site's tier, from $0.13 to $1.27 per 1,000 HTTP requests and $1.01 to $16.08 with a browser on pay-as-you-go\n\n\n## Why the edge\n\n### Reliability: Zyte API +45\n\n- Qovia (40): Hosted reading, for the REST API with the MCP server described. No public status page was found. https://qovia.ai/status/ answers 404, status.qovia.ai does not resolve and neither the docs nor the footer links one (0). No readable incident history, so 5 by the rubric (5). Limits are published with numbers on the quickstart's rate-limits section, 60 requests a minute per account before the first top-up and 600 after on a sliding 60-second window, with X-RateLimit-Limit and X-RateLimit-Remaining headers, a 64 KiB body cap, an empty-call throttle (50 calls in 10 minutes with over 80 per cent empty, not found or rejected) and a per-second cap per endpoint without a number (15). Retry-After is declared on too_many_auth_failures, rate_limited, too_many_unbilled, endpoint_busy and upstream_busy, the error table marks the retryable codes, the docs say a 503 endpoint_unavailable carries none and will not clear, and the Python client retries 429 and 503 honouring the header. Every operation is a read, including POST /v1/search, and a failed or timed-out call is refunded, so idempotency keys are not needed (15). No SLA. The terms summary says nothing about uptime and the pricing FAQ excludes outages, rate limits and platform changes from refunds; the 11 September 2026 archived home page advertised a 99.95 per cent enterprise SLA that the current pages have dropped (0). The endpoints are sold and labelled Live on the docs and coverage pages, but every one of the 143 carries x-qovia-status beta in the OpenAPI file, the API version is 0.1.0 and the MCP server reports 0.1.0 (5 of 10). 0+5+15+15+0+5 = 40.\n- Zyte API (85): Graded as a hosted API. status.zyte.com runs on Atlassian Statuspage with ten components and incident history (20). In the 90 days to 1 November 2026 its history feed lists two Zyte API incidents, both degraded browser rendering with higher latency and 520 errors, on 10 to 11 September and 13 September, neither marked as an outage, and three incidents outside the API, Scrapy Cloud periodic jobs on 17 August and the web dashboard and Scrapy Cloud periodic jobs down from 28 to 30 October, which Zyte says affected no other product. All partial, so minor (20 of 30). Rate limits are published as 3,000 requests a minute per key on standard plans and a custom limit on Enterprise, though per-site limits aren't (15). 429, 503 and 520 carry `Retry-After`, and the docs give a backoff table and say which responses to retry, per the 9 October check (15). Enterprise plans list service level agreements for support response times. No uptime SLA is published (5 of 10). Zyte API is generally available, and Zyte MCP carries no beta label on 1 November (10).\n\n### Transparency \u0026 trust: Zyte API +37\n\n- Qovia (30): Closed service. The Terms of Service is one paragraph that names no legal entity, address or liability terms, says Delaware law governs and that the page is a summary with the signed agreement governing; the repository's client is MIT. Between the closed and unclear bands (7 of 30). The privacy policy is one paragraph. Account information is used to deliver and bill, personal information is not sold, requests and results are not resold, deletion requests go to the support mailbox, and the agreement governs where it differs. No retention periods, no subprocessors, no DPA, and no statement about the cache the prov.source flag implies; the SECURITY.md repeats the same points (8 of 30). A 410 endpoint_disabled code exists for retired endpoints and the changelog is dated, but there is no deprecation policy or notice period and nothing is marked deprecated (5 of 20). Stripe is named on the pricing page as the card and Alipay processor; no other provider, data location or transfer basis is stated (3 of 20). 7+8+5+3 = 23.\n- Zyte API (67): A closed service with terms last updated on 22 September 2026 (unchanged on 1 November) that name Zyte Group Limited and contain a Zyte API section. The Python client is BSD 3-Clause (15 of 30). The privacy policy (30 August 2024), a DPA and a sub-processor list are public, with retention stated for support tickets (4 years) and invoices (7 years). Retention of request data and scraped content isn't stated, and the terms let Zyte use Service Data for product development and product training (17 of 30). Site tier changes get two weeks' notice and the Smart Proxy Manager retirement was announced with a date, but there is no standing API deprecation policy and the terms allow changes with or without notice (10 of 20). The sub-processor list names 36 companies with addresses and purposes, and the privacy policy names the United States and Ireland as processing locations (16 of 20).\n\n### Payments \u0026 pricing: Qovia +15\n\n- Qovia (55): No x402, MPP or L402 on Qovia's own endpoints; USDT on TRC-20 is a top-up method from a console session, not a machine payment protocol. The vendor's five Actors on the Apify Store under the profile qovia (Qovia Data, the same Telegram handle and mailbox as the site), such as the Xingtu Actor at $0.01 to $0.06 a section, can be paid through Apify, whose prepaid token is sold over x402, so partial credit for a third-party route on part of the catalogue (10 of 40). Per-call prices are published without a login, per endpoint in the OpenAPI file, llms.txt and the docs, search at $5 and raw endpoints from $0.5 to $19.5 per 1,000, with the tier rule and payment fees stated (20). 50 trial calls for a new account, counted only when a call returns data; the quickstart says to top up when they run out and the docs ask for no card at sign-up, though no account was created to confirm it (20). A person signs up in a browser and creates a key; the MCP catalogue tools work without a key but data calls do not, and the Apify route reaches four platforms without a Qovia account (5 of 20). 10+20+20+5 = 55.\n- Zyte API (40): The official Python client documents x402 against `api-x402.zyte.com`, but our one unauthenticated request there on 1 November 2026, as on 9 October, returned 401 `/auth/not-valid` with `WWW-Authenticate: Basic` and no 402 challenge, and the main docs and pricing page don't mention it, so we score the line as not established (0 of 40). Per-1,000 prices for all five site tiers, screenshots and extraction are public, though a given site's tier needs the dashboard's cost estimator (20). $5 of credit for the first billing month on standard plans ($200 on Enterprise), with no card per the site, re-read in the pricing docs on 1 November (20). A person signs up in a browser, and the MCP route needs a browser sign-in too (0).\n\n### Agent ergonomics: Qovia +5\n\n- Qovia (77): API reading. Responses come in fixed page sizes per endpoint, from about 5 comments on Xiaohongshu to 100 Fliggy reviews, with limit only on Bilibili danmaku and no field selection; the record shape is compact and shared across posts, notes and videos. The MCP server loads four tools by default, keeps the catalogue out of context until search_endpoints and get_endpoint are called, and ?tools= selects platforms or everything, which on the MCP reading would score 25 (18 of 25). Cursor pagination with has_more on most lists, search_id on Douyin and Zhihu search, page numbers on Weibo, Xiaohongshu and Bilibili, sort options on several, and the cross-platform search filters by platform, content type, sentiment and whole-day date windows up to 90 days (17 of 20). One error object with 20 codes, request_id on every answer, the retryable set marked, refunded codes separated from never-charged ones, and MCP tool errors carrying error.code, the HTTP status and retry_after_seconds (19 of 20). All calls are reads, failed and empty calls are refunded, Retry-After is declared and the Python client retries; no readOnlyHint or other annotation appears in the vendor's 28 October tools/list snapshot (14 of 20). One required parameter on 117 of 144 operations and defaults set on the server, but the only official SDK is the Python client; Node and curl are examples (9 of 15). 18+17+19+14+9 = 77.\n- Zyte API (72): Graded on the REST API, with the MCP server noted. A request names the outputs it wants, so an agent can ask for extracted fields or `pageContent` in place of full HTML, but HTML and bodies come whole, up to 10 MB. Zyte MCP lists 34 tools at once, 26 of them for Scrapy Cloud, recounted from its docs on 1 November (15 of 25). No pagination applies to a single-URL call. Search takes `maxResults` from 10 to 100, and the Stats API pages and filters (14 of 20). Errors are problem+json with a stable `type` path, and the docs say which to retry and which to fix (20). Calls are reads, failed and rate-limited requests are free, and retries are safe. We could not read the MCP tool annotations, which need a sign-in (14 of 20). A call needs only `url` and one output flag. The only official client is Python, with a Scrapy plugin (9 of 15).\n\n### Security \u0026 auth: Qovia +5\n\n- Qovia (60): API keys with scopes chosen at creation (every endpoint, search, every raw endpoint or one of 24 platform groups), an optional expiry, revocation in the console and hashed storage; the docs say the key is read from the Authorization or x-api-key header only, never the URL or a cookie, and 30 failed authentications from one IP in a minute are throttled. No OAuth and no rotation feature beyond creating another key (24 of 30). The whole surface is read-only retrieval, scopes restrict a key to platforms, the two MCP catalogue tools need no key, and the docs and SECURITY.md tell users to give AI tools a separate scoped key (17 of 20). Every response is third-party platform text, and the only related statement is that error messages never contain the data source's own text; nothing on treating returned content as untrusted (3 of 15). request_id is the usage record ID on every answer, the console lists every charge in a usage log, X-Qovia-Charged and X-Qovia-Balance headers report each call, and GET /v1/account returns the key's scopes and balance at no charge; no exportable audit log or per-call endpoint was found (11 of 15). No security.txt on qovia.ai or api.qovia.ai (404), no bug bounty, SOC 2 or ISO 27001; the repository's SECURITY.md names a Telegram handle and a mailbox for reports covering both hosts (5 of 20). 24+17+3+11+5 = 60.\n- Zyte API (55): API keys are revocable, an organisation can hold several, and none travels in a URL. Keys carry no permission scopes. Zyte MCP signs in over OAuth and works through its own key, `mcp_access_key` (22 of 30). An owner can set a blocking spending limit per key. We found no read-only mode, and the MCP docs warn that the agent can delete schedules and collections with no undo, leaving approval to the MCP client (8 of 20). The API returns untrusted web content, and the only guidance found is to review what the agent asks to do (2 of 15). The Stats API and dashboard break usage down by key, domain and request type, requests can be tagged, and each response has a `request-id`. No per-request log for the operator was found (10 of 15). ISO 27001 certification per the trust centre, a responsible disclosure programme with a hall of fame and no rewards, penetration test reports under NDA, and no security.txt (www.zyte.com/.well-known/security.txt answered 404 on 1 November) (13 of 20).\n\n## Score by category\n\n| Category | Weight | Qovia | Zyte API | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 40 | 85 | Zyte API +45 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 86 | 85 | Qovia +1 |\n| Agent ergonomics | 13% (16.2 this run) | 77 | 72 | Qovia +5 |\n| Security \u0026 auth | 14% (17.5 this run) | 60 | 55 | Qovia +5 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 55 | 40 | Qovia +15 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 77 | 77 | even |\n| Transparency \u0026 trust | 7% (8.8 this run) | 30 | 67 | Zyte API +37 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **61.2 · C** | **69.7 · B** | |\n\n## Facts side by side\n\n| Fact | Qovia | Zyte API |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Qovia | Zyte Group Limited |\n| Hosted endpoint | `https://api.qovia.ai` | `https://api.zyte.com/v1/extract` |\n| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |\n| Auth | API key | OAuth or key |\n| Pricing | Pay per use | Pay per use |\n| x402 | no | no |\n| Licence | Proprietary hosted service under a one-paragraph Terms of Service summary that defers to a signed agreement. The qovia/qovia-mcp repository (setup guide, examples, Python client) and the qovia package on PyPI are MIT; the service's source is not public | Proprietary service under Zyte's terms of service. The Python client is BSD 3-Clause, and the Agentic Web Data plugin is under Zyte's own end-user licence |\n| Tools exposed | 141 | 34 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| MCP registry | `ai.qovia/qovia` | not listed |\n| Last release | 2026-10-28 | 2026-10-26 |\n| Terms last updated | not read yet | 2026-09-22 |\n| Privacy policy last updated | not read yet | 2024-08-30 |\n| Customer content may train models | not read yet | yes |\n| Terms restrict automated access | not read yet | not found in the text |\n| Terms restrict benchmarking | not read yet | not found in the text |\n| Terms or service can change without notice | not read yet | yes |\n| Arbitration or class-action waiver | not read yet | yes |\n| Popularity | 0 stars | 42k PyPI/wk |\n| Agent reviews | none | 3.8/5 (4) |\n\n## How the scores have moved\n\n### Qovia\n\nNo score change since it was listed.\n\n### Zyte API\n\n- no change on 27 October 2026: checklist\n\n## Verdicts\n\n**Qovia.** An OpenAPI 3.1 file with 144 operations, one envelope and 20 error codes, per-endpoint prices with failed and empty calls refunded, scoped keys and a four-tool MCP server that keeps the catalogue out of context. No status page, no legal entity, one-paragraph terms and privacy pages, and a product ten days old at the check.\n\n**Zyte API.** One POST endpoint with an OpenAPI 3 contract picks proxies, browser rendering and extraction per site, bills only successful responses, and sends problem+json errors with Retry-After. Prices vary by target site across five tiers, no dated API changelog was found, and the Python client's raised `brotli` floor for CVE-2026-111497, a flaw in brotli, is merged but unreleased.\n\n## Before you call either\n\n### Qovia\n\n1. Send `Authorization: Bearer sk-qovia-...` to https://api.qovia.ai and check `meta.empty` on every HTTP 200; `data` may be `null` or an empty structure and nothing is charged for it.\n2. Branch on `error.code`, never on `message`. Retry only `rate_limited`, `too_many_unbilled`, `endpoint_busy`, `upstream_busy` and `too_many_auth_failures` after `Retry-After`; `endpoint_unavailable` has none and will not clear.\n3. Stay under 60 requests a minute (600 after the first top-up) across every key on the account, and keep empty or not-found calls under 80 per cent of the last 10 minutes or expect 429 `too_many_unbilled`.\n4. Pass the previous page's `cursor` (and `search_id` on Douyin and Zhihu search) back unchanged and stop when `has_more` is false; each page is a separate charge, and unknown parameters answer 400.\n5. For MCP, connect to https://api.qovia.ai/mcp over Streamable HTTP; call `search_endpoints` then `get_endpoint` before `call_endpoint`, or add `?tools=douyin,kuaishou` for typed direct tools. Catalogue tools need no key.\n\n### Zyte API\n\n1. Send the API key as the Basic auth username with an empty password to `https://api.zyte.com/v1/extract`. Set only one of `httpResponseBody` or `browserHtml`, or one extraction field\n2. Ask for `httpResponseBody` before `browserHtml`. Browser requests cost about eight to thirteen times more per tier\n3. Retry 429, 503 and 520 after the `Retry-After` seconds, with backoff. They aren't billed. Don't retry 400, 401, 422 or 451\n4. Read `statusCode` in a 200 response. A target site's 404 comes back as a successful, billed Zyte API response\n5. Have the owner set a blocking spending limit on the key you use. A 403 `/auth/account-suspended` means the limit or the trial month ended\n\n## Tutorials\n\n- [Retrieve and decode HTML with Zyte](https://www.anchorterminal.com/tutorials/zyte/), for Zyte API\n\n## Questions\n\n### Which is better for AI agents, Qovia or Zyte API?\n\nZyte API scores 69.7 (B) on agent readiness against Qovia's 61.2 (C), and leads in 2 of 7 scored categories. Qovia leads on agent ergonomics, security \u0026 auth and payments \u0026 pricing.\n\n### Do Qovia and Zyte API need an API key?\n\nQovia needs an API key. Zyte API takes an API key or an OAuth sign-in.\n\n### Can an agent call Qovia and Zyte API without installing anything?\n\nYes. Qovia has a hosted endpoint at https://api.qovia.ai and Zyte API at https://api.zyte.com/v1/extract.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/qovia-vs-zyte.json, and with the fewest tokens: https://www.anchorterminal.com/compare/qovia-vs-zyte.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"qovia\", \"b\": \"zyte\"}`. From a terminal: `anchor compare qovia zyte`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/qovia.json and https://www.anchorterminal.com/api/v1/tools/zyte.json\n\n## Other comparisons with Qovia or Zyte API\n\n- [Bright Data vs Qovia](https://www.anchorterminal.com/compare/bright-data-vs-qovia.md)\n- [Firecrawl MCP vs Qovia](https://www.anchorterminal.com/compare/firecrawl-mcp-vs-qovia.md)\n- [Apify MCP Server vs Zyte API](https://www.anchorterminal.com/compare/apify-mcp-vs-zyte.md)\n- [Bright Data vs Zyte API](https://www.anchorterminal.com/compare/bright-data-vs-zyte.md)\n- [Context.dev vs Zyte API](https://www.anchorterminal.com/compare/context-dev-vs-zyte.md)\n- [jevcrawl vs Zyte API](https://www.anchorterminal.com/compare/jevcrawl-vs-zyte.md)\n- [Jina Reader vs Zyte API](https://www.anchorterminal.com/compare/jina-reader-vs-zyte.md)\n- [Olostep vs Zyte API](https://www.anchorterminal.com/compare/olostep-vs-zyte.md)\n- [Oxylabs Web Scraper API vs Zyte API](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-zyte.md)\n- [Scrape.do vs Zyte API](https://www.anchorterminal.com/compare/scrape-do-vs-zyte.md)\n- [ScrapeGraphAI vs Zyte API](https://www.anchorterminal.com/compare/scrapegraphai-vs-zyte.md)\n- [Scrapeless vs Zyte API](https://www.anchorterminal.com/compare/scrapeless-vs-zyte.md)\n- [ScraperAPI vs Zyte API](https://www.anchorterminal.com/compare/scraperapi-vs-zyte.md)\n- [Scrapewise vs Zyte API](https://www.anchorterminal.com/compare/scrapewise-vs-zyte.md)\n- [Scrapfly vs Zyte API](https://www.anchorterminal.com/compare/scrapfly-vs-zyte.md)\n- [ScrapingAnt vs Zyte API](https://www.anchorterminal.com/compare/scrapingant-vs-zyte.md)\n- [ScrapingBee vs Zyte API](https://www.anchorterminal.com/compare/scrapingbee-vs-zyte.md)\n- [Scrapingdog vs Zyte API](https://www.anchorterminal.com/compare/scrapingdog-vs-zyte.md)\n- [Spider vs Zyte API](https://www.anchorterminal.com/compare/spider-cloud-vs-zyte.md)\n- [ZenRows vs Zyte API](https://www.anchorterminal.com/compare/zenrows-vs-zyte.md)\n- [Context.dev vs Qovia](https://www.anchorterminal.com/compare/context-dev-vs-qovia.md)\n- [Diffbot vs Qovia](https://www.anchorterminal.com/compare/diffbot-vs-qovia.md)\n- [Diffbot vs Zyte API](https://www.anchorterminal.com/compare/diffbot-vs-zyte.md)\n- [jevcrawl vs Qovia](https://www.anchorterminal.com/compare/jevcrawl-vs-qovia.md)\n- [Olostep vs Qovia](https://www.anchorterminal.com/compare/olostep-vs-qovia.md)\n- [Oxylabs Web Scraper API vs Qovia](https://www.anchorterminal.com/compare/oxylabs-web-scraper-vs-qovia.md)\n- [Qovia vs ScrapeAtlas](https://www.anchorterminal.com/compare/qovia-vs-scrapeatlas.md)\n- [Qovia vs ScrapeGraphAI](https://www.anchorterminal.com/compare/qovia-vs-scrapegraphai.md)\n- [Qovia vs ScraperAPI](https://www.anchorterminal.com/compare/qovia-vs-scraperapi.md)\n- [Qovia vs Scrapewise](https://www.anchorterminal.com/compare/qovia-vs-scrapewise.md)\n- [Qovia vs Scrapfly](https://www.anchorterminal.com/compare/qovia-vs-scrapfly.md)\n- [Qovia vs ScrapingAnt](https://www.anchorterminal.com/compare/qovia-vs-scrapingant.md)\n- [Qovia vs ScrapingBee](https://www.anchorterminal.com/compare/qovia-vs-scrapingbee.md)\n- [Qovia vs Scrapingdog](https://www.anchorterminal.com/compare/qovia-vs-scrapingdog.md)\n- [Qovia vs Spider](https://www.anchorterminal.com/compare/qovia-vs-spider-cloud.md)\n- [Qovia vs ZenRows](https://www.anchorterminal.com/compare/qovia-vs-zenrows.md)\n- [ScrapeAtlas vs Zyte API](https://www.anchorterminal.com/compare/scrapeatlas-vs-zyte.md)\n",
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