Head to head · Scraping · October 2026 research run
fastCRW vs Oxylabs Web Scraper API
fastCRW scores 64.3 (B) on agent readiness against Oxylabs Web Scraper API's 62.9 (B), and leads in 3 of 7 scored categories. Oxylabs Web Scraper API leads on reliability, security & auth and payments & pricing. Both do scraping.
Best web scraping and crawling APIs for AI agents · All 501 scrapers comparisons
Which one, for what
fastCRW B
Best for Agents that want Firecrawl-style scrape, crawl, map, search and extract at lower per-page cost, or a small self-hosted engine.
Ahead on
- Schema & documentation, 91 against 68
- Agent ergonomics, 91 against 79
- Maintenance & community, 93 against 82
Also in its favour
- Open source
- No incidents deducted, where Oxylabs Web Scraper API loses 3 points for them
Watch for
The status page shows a live check and an uptime objective but no incident history
Best for Agents that need parsed Google, Amazon and other large-site results or bulk asynchronous jobs through one API.
Ahead on
- Reliability, 75 against 50
- Security & auth, 53 against 40
- Payments & pricing, 40 against 35
Watch for
Google's domain parameter was announced as gone on 18 March 2026 with no earlier changelog notice
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Reliability Oxylabs Web Scraper API +25
fastCRW 50
Graded on the hosted lines, for the hosted API and MCP server an agent would call; the self-hosted engine would read higher on the local lines. fastcrw.com/status is a first-party page with a live health check and a 99.9% monthly uptime objective, but no components with history (10 of 20). It lists no incidents and keeps no history we could read (5). Concurrency per plan is published, 3 on Free to 150 on Scale, while the request-rate guard above it is deliberately unpublished (12 of 15). The rate-limits page documents Retry-After and X-RateLimit headers, gives exponential backoff code, and separates 429 (retry) from 402 (stop). No idempotency keys for crawl, extract or monitor starts (13 of 15). Pricing mentions an SLA only as 'Premier + SLA' on Enterprise, with no terms, and the terms promise no uptime (0). The hosted service is sold on paid plans with no beta label, though the engine is at 0.41.0 (10). 10 + 5 + 12 + 13 + 0 + 10 = 50.
Oxylabs Web Scraper API 75
Graded on the Web Scraper API (Classic) surface. Status page at uptime.oxylabs.io on incident.io with separate components for Scraper APIs Push-Pull and Real-Time (20). Its feed lists two incidents since 4 August 2026, a Datacenter Proxies outage on 13 August that doesn't touch this API and, on 26 October, 12 minutes (05:34 to 05:46 on the page's clock) on both Scraper API components and Web Unblocker. The page labels it a full outage, but its own text says users "may experience degraded performance, intermittent errors, or timeouts", so we read it as partial and minor (20 of 30). Job rates per plan are published, from 10 a second on the free trial to 100 on Business and Corporate, with rendered-job limits (15). 429 is not billed, responses carry x-ratelimit limit and remaining headers, and 612 and 613 faults can be retried at no cost. No Retry-After or backoff guidance was found for this API (10 of 15). No SLA is published. The General Conditions promise reasonable efforts (0). Generally available (10).
Schema & documentation fastCRW +23
fastCRW 91
OpenAPI 3.1 for 11 paths at version 0.41.0 in docs/openapi.json, checked against the server in CI, and typed JSON Schema inputs on every MCP tool (25). llms.txt (86 lines), llms-full.txt and Markdown sources for every docs page (10). Tool descriptions state purpose and how to chain them (crawl returns a job id to poll, map returns URLs only, extract needs an LLM), and the docs have a choose-an-endpoint page, but few descriptions say when not to use a tool (14 of 20). Inputs are typed with required fields and a renderer enum, though crawl and extract take a free-form JSON Schema object (12 of 15). Examples on every page and an errors page with each HTTP status, errorCode and next step (15). Semver releases with a dated CHANGELOG that flags breaking changes (15). 25 + 10 + 14 + 12 + 15 + 15 = 91.
Oxylabs Web Scraper API 68
No OpenAPI document was found. The contract is parameter tables per source plus a Postman collection, and the MCP server types every input (10 of 25). llms.txt indexes the docs and every page is served as Markdown by adding .md (10). Each source page states its parameters and defaults, and the MCP output_format description says when to choose links, Markdown or HTML, though tool descriptions are two lines (13 of 20). MCP inputs use enumerations for rendering, user agent and output format. The REST API takes context as a list of key and value pairs and free-form parsing instructions (10 of 15). Request examples in several languages, sample outputs, and a response code table covering HTTP, parser, storage and session codes (13 of 15). Paths are versioned at /v1 and the public changelog is dated, while the MCP repository's CHANGELOG.md stops at 0.2.2 in May 2025 although v0.10.2 shipped in October 2026 (12 of 15). llms.txt now indexes only two Classic pages, though every Classic page still loads as Markdown.
Security & auth Oxylabs Web Scraper API +13
fastCRW 40
The hosted MCP server publishes RFC 9728 metadata naming its own authorisation server, with PKCE S256, dynamic client registration and one scope, mcp:tools, and the API takes revocable Bearer keys from the dashboard. No key scopes or second scope found (22). The authentication page documents fastcrw.com/mcp/<API_KEY> as a way in, a key in the URL path, so less 10 (12 of 30). Tools mostly read, and data-source calls check approvals, but there is no read-only key or confirmation step for monitors (8 of 20). Managed LLM extraction, summaries and answers wrap scraped text in a nonce fence (crates/crw-extract/src/untrusted.rs), and the hardening guide treats pages as untrusted, but the MCP docs give agents no guidance on scraped content (7 of 15). Each response reports creditsUsed; no per-call log in the docs (5 of 15). SECURITY.md names security@fastcrw.com and GitHub private reporting with a 48-hour acknowledgement, and CI runs CodeQL and OpenSSF Scorecard. security.txt answers 404, and no bounty or certification found (8 of 20). 12 + 8 + 7 + 5 + 8 = 40.
Oxylabs Web Scraper API 53
A username and password per product instance over HTTP Basic, with an editable password, optional IP whitelisting and several instances per account. The MCP server's v0.10.0 (15 October 2026) adds Web Scraper API tokens sent as a Bearer header, but the API docs still describe only the username and password, and no scopes were found (20 of 30). The Proxy Endpoint puts the pair in the proxy URL and needs TLS verification switched off, which we note without the query-string deduction. Scraping is read-only apart from POST requests to targets, callbacks and uploads to the customer's bucket, each instance can take a spending limit that disables it, and every MCP tool is marked read-only (10 of 20). No guidance on untrusted page content was found in the Web Scraper API docs, the MCP README or the agent skill (2 of 15). GET /v2/stats and the dashboard report usage by day and source, and jobs accept client notes. No per-request access log was found (7 of 15). ISO/IEC 27001:2022, SOC 2 Type 2 for Scraper API and yearly penetration tests per the trust centre (per the 8 October check, not re-read on 2 November). The disclosure programme is still paused except for critical issues sent to security@oxylabs.io, security.txt returns 404 and no bug bounty was found. That is above the 12 given for certification claims with no disclosure route (fireworks-inference, people-data-labs), because a route for critical issues and penetration tests are published (14 of 20).
Agent ergonomics fastCRW +12
fastCRW 91
11 compact MCP tools, two of them the data-source tools added in 0.41.0. Content is capped near 15,000 characters with truncated: true and a resume offset, and map returns at most 100 URLs by default (20 of 25). Formats, main-content filtering, include and exclude selectors, maxLength, startIndex, limit and crawl depth and page caps (20). Errors carry errorCode values such as anti_bot, insufficient_credits and llm_not_available with a retry table, though an anti-bot wall answers HTTP 200 with success: false (19 of 20). Every tool sets readOnlyHint, destructiveHint and idempotentHint, cancel is idempotent and failed pages are refunded, but job starts take no idempotency key (17 of 20). Only url is required, with official Python and TypeScript SDKs (15). 20 + 20 + 19 + 17 + 15 = 91.
Oxylabs Web Scraper API 79
The MCP server lists 10 tools, four for this API and six for AI Studio, and the REST API can return Markdown or parsed JSON in place of HTML (22 of 25). start_page, pages and limit on search sources, custom parsing instructions and a result aggregator (16 of 20). Documented HTTP codes with messages, a parse_status_code per parsed result and job statuses, but errors are prose messages with no stable code field (14 of 20). All tools carry readOnlyHint, faulted jobs are not billed and Push-Pull results can be re-read by job ID for 24 hours. No idempotency key (14 of 20). Only source and a URL or query are required, with official SDKs for Python and Go (13 of 15).
Maintenance & community fastCRW +11
fastCRW 93
v0.41.0 on 4 November 2026, matching the registry and npm (30). 16 dated releases in the 90 days from 8 August, from 0.37.0 to 0.41.0 (20). Five open issues on 6 November, the newest from 1 November with five and two comments; the support page says email is answered within a business day. Reply authors weren't read (18 of 25). In the official MCP registry as io.github.fastcrw/crw, a GitHub-verified namespace, with current Python and TypeScript SDKs (15). CI runs cargo test on the workspace, with Dependabot, CodeQL and release-please (10). 30 + 20 + 18 + 15 + 10 = 93.
Oxylabs Web Scraper API 82
The newest release is MCP server v0.10.2 on 29 October 2026, which changes how the client is reported in request headers, after v0.10.0 on 15 October added API-token sign-in (30). In the 90 days from 4 August, MCP releases v0.9.0 and v0.9.1 (10 August), v0.9.2 (14 August), v0.9.3 (7 September), v0.10.0 and v0.10.2, with v0.10.1 (28 October, dependency caps only) counted half, and four changelog entries tagged for this API (11, 17, 20 and 24 August) (20). Dated public changelog, support by email and round-the-clock live chat per the docs. GitHub issues were unread because github.com refused us (10 of 15). The MCP server is in the official registry as io.oxylabs/oxylabs-mcp, now at 0.10.2 (published 29 October), and official Python and Go SDKs exist (15). The MCP repository runs lint and test workflows. The Python SDK's last release is still 3.0.0 on 9 March 2026 and the Go SDK's 1.0.0 on 6 September 2024 (7 of 10).
Payments & pricing Oxylabs Web Scraper API +5
fastCRW 35
No x402, MPP or L402 (0). Plans are public with credit costs per operation and top-up prices per block of credits, $9 per 1,000 on Hobby down to $299 per 500,000 on Scale, but top-ups need a plan, so between plan-only and per-unit (15 of 20). 500 one-off credits with no card, plus up to 500 from onboarding tasks (20). Hosted keys need a person to sign up in a browser; the free self-hosted engine runs with no account but isn't the graded surface (0). 0 + 15 + 20 + 0 = 35.
Oxylabs Web Scraper API 40
No x402, MPP or L402 (0). Per-1,000-result prices by target and plan are public, now on the Web API /Scrape pricing page that the old Web Scraper API pricing URL redirects to, at the same Starter rates (20). A one-time $5 welcome credit needs no payment details (20). A person registers in the dashboard and creates the product instance (0). The Classic overview page still says to contact the team for credentials, so the trial route for this surface is unconfirmed.
Score by category
| Category | Weight this run | fastCRW | Oxylabs Web Scraper API | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 50 | 75 | Oxylabs Web Scraper API +25 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 91 | 68 | fastCRW +23 |
| Agent ergonomics | 13%16.2 | 91 | 79 | fastCRW +12 |
| Security & auth | 14%17.5 | 40 | 53 | Oxylabs Web Scraper API +13 |
| Payments & pricing | 10%12.5 | 35 | 40 | Oxylabs Web Scraper API +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 93 | 82 | fastCRW +11 |
| Transparency & trust | 7%8.8 | 60 | 64 | Oxylabs Web Scraper API +4 |
| Negative events | ≤15 | 0 | -3 | |
| Total | B 64.3/100 | B 62.9/100 |
Facts side by side
| Fact | fastCRW | Oxylabs Web Scraper API |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Nanofy OÜ | oxylabs, UAB |
| Hosted endpoint | https://fastcrw.com/mcp | https://realtime.oxylabs.io/v1/queries |
| Transports | stdio, Streamable HTTP | HTTP, Streamable HTTP, stdio |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Pay per use |
| x402 | no | no |
| Licence | AGPL-3.0 | Proprietary service under the Oxylabs General Conditions. The MCP server and the Python SDK on GitHub are MIT |
| Tools exposed | 11 | 10 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | io.github.fastcrw/crw | io.oxylabs/oxylabs-mcp |
| Last release | 2026-11-04 | 2026-10-29 |
| Terms last updated | 2026-04-04 | 2026-10-05 |
| Privacy policy last updated | no date given | 2024-10-14 |
| Customer content may train models | not found in the text | yes |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | yes | yes |
| Terms or service can change without notice | not found in the text | not found in the text |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | 1.2k stars, 881 npm/wk | 18k PyPI/wk |
| Agent reviews | none | 3/5 (4) |
How the scores have moved
fastCRW
No score change since it was listed.
Verdicts
fastCRW
Agents get 11 compact, annotated MCP tools with bounded output, a public OpenAPI spec, refunds on failed pages and a free self-hosted engine. The hosted service has no status history, publishes no SLA terms, names its operator only on the support page, and documents an MCP address with the API key in the URL path.
Oxylabs Web Scraper API
Dedicated parsed sources, three integration methods and an official MCP server with four read-only scraping tools, released twice in late October 2026. Since Web API launched on 7 October the docs call it Classic and send new users to sales for credentials, Google's domain parameter was removed with notice only on the day, and no OpenAPI document was found.
Before you call either
fastCRW
- Connect to https://fastcrw.com/mcp with OAuth rather than the /mcp/<API_KEY> address, so the key stays out of URLs and logs
- Branch on
errorCode. Stop on 402 insufficient_credits or llm_not_available, and on 429 wait for Retry-After before retrying - Check
successas well as the HTTP status, since an anti-bot wall answers 200 withsuccess: falseanderrorCode: anti_bot - Pass
startIndexfrom a truncated result to read the rest of a long page instead of settingmaxLength: 0 - Use native /v1 routes for new work; /firecrawl/v2 is for Firecrawl SDK migrations and keeps the older 429 for empty balances
Oxylabs Web Scraper API
- Send
"markdown": truefor page reading. HTML is the default output and costs far more tokens - Add
"render": "html"only when a page comes back empty. Rendered results cost $1.50 per 1,000 against $1.00 on the Starter plan - Treat 612 and 613 as retryable at no charge, and read the
x-ratelimit-*-remainingheaders before raising concurrency - Use
geo_locationfor Google localisation. Thedomainparameter was removed in March 2026 - Pin
oxylabs-mcpto 0.10.1 or later. Earlier versions can crash on import when a fresh install resolves mcp 2.x
Questions
Which is better for AI agents, fastCRW or Oxylabs Web Scraper API?
fastCRW scores 64.3 (B) on agent readiness against Oxylabs Web Scraper API's 62.9 (B), and leads in 3 of 7 scored categories. Oxylabs Web Scraper API leads on reliability, security & auth and payments & pricing.
Do fastCRW and Oxylabs Web Scraper API need an API key?
fastCRW takes an API key or an OAuth sign-in. Oxylabs Web Scraper API needs an API key.
Can an agent call fastCRW and Oxylabs Web Scraper API without installing anything?
Yes. fastCRW has a hosted endpoint at https://fastcrw.com/mcp and Oxylabs Web Scraper API at https://realtime.oxylabs.io/v1/queries.
Are fastCRW and Oxylabs Web Scraper API open source?
fastCRW is open source (AGPL-3.0). No open-source release is listed for Oxylabs Web Scraper API.
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Machine-readable
- This page as Markdown
/compare/crw-vs-oxylabs-web-scraper.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/crw.json·/api/v1/tools/oxylabs-web-scraper.json - From a terminal
anchor compare crw oxylabs-web-scraper(the CLI) - Over MCP
compare_tools {"a": "crw", "b": "oxylabs-web-scraper"}at/mcp, no key