Head to head · Extraction · October 2026 research run
fastCRW vs Nexscope
fastCRW scores 64.3 (B) on agent readiness against Nexscope's 46.2 (D), and leads in 5 of 7 scored categories. Both do extraction.
Best web scraping and crawling APIs for AI agents · All 533 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
- Reliability, 50 against 39
- Schema & documentation, 91 against 64
- Agent ergonomics, 91 against 44
- Maintenance & community, 93 against 65
- Transparency & trust, 60 against 41
Also in its favour
- Runs on your own machine
- Open source
Watch for
The status page shows a live check and an uptime objective but no incident history
Nexscope D
Best for Agents that research ecommerce products, competitors, keywords, sourcing and patents across Amazon, TikTok Shop, Walmart, Temu, 1688 and other marketplaces, and that also make listing images and video, on one credit balance.
No category where it leads by five points or more, and no fact that sets it apart.
Watch for
The MCP connection advertises the full catalogue of 382 tools, with no toolsets or read-only subset
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.
Agent ergonomics fastCRW +47
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.
Nexscope 44
Read on the MCP server, with the REST API where a line covers it. The MCP map lists 382 tools and says the category manifests 'narrow metadata for your integration; the MCP connection still advertises the full catalog'. That is more than 30 tools with no toolsets, dynamic loading or read-only subset found (5). Search tools page by page (about 20 results), with filters such as marketplace, category node, sort and device per tool, but no general pagination model or field selection, and output size depends on each tool (12 of 20). By default business errors answer HTTP 200 with an outer code. The X-Nexscope-Http-Status: semantic header maps them to HTTP statuses, the OpenAPI file names codes such as DATA_IMAGE_DOWNLOAD_FAILED and CAPABILITY_BACKEND_UNAVAILABLE in field text, and MCP errors aren't documented. SandBase earned 16 with typed bridge errors (11 of 20). Data calls only read. No idempotency keys and no readOnlyHint or destructiveHint documented. Async jobs return a taskId with a poll tool and a rule not to resubmit, and 1688 order, payment-link, receipt and cancel calls need an explicit JSON true confirmation (8 of 20). Few required parameters with defaults on most. No official SDK package, only standard-library clients in the repository for JavaScript and Python, which SoldFetch earned 8 for (8 of 15). 5+12+11+8+8 = 44.
Maintenance & community fastCRW +28
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.
Nexscope 65
Read as a closed service with a public documentation repository. The repository synced the released 1688 procurement contracts on 9 November 2026 and committed again on 10 November (30). No releases or changelog. The dated record is the registry's four versions on 14 and 16 October, repository commits on 8, 9, 20 and 29 October and 2, 9 and 10 November, and source notes dating WooCommerce (29 October) and design search (2 November) additions. SoldFetch earned 10 for dated commits without releases (10 of 20). No public changelog. Support is service@nexscope.ai, WhatsApp and a booked call, untested. The repository's one merged pull request came from the organisation itself, and GitHub's API refused us, so issues weren't read (5 of 15). The official MCP registry lists io.github.nexscope/ecommerce, active, latest 1.0.3 of 16 October 2026, read first-hand (15). A CI workflow runs offline catalogue validation and unit tests on standard-library clients with no dependencies. The run results weren't read (5 of 10). 30+10+5+15+5 = 65.
Schema & documentation fastCRW +27
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.
Nexscope 64
A public OpenAPI 3.1 file at api.nexscope.ai/openapi.json, about 3.8 MB, linked from the quickstart. Visible request bodies are typed with required fields, patterns, enums and additionalProperties: false, but responses are open data objects and the components section, with the security scheme and the shared error response, wasn't reached. In the repository 166 of 252 request definitions are field descriptors rather than JSON Schema. The hosted tools/list wasn't read. SoldFetch took 17 with untyped responses and SandBase 22 with components unread (19 of 25). llms.txt on www.nexscope.ai and Markdown references for every API in the repository (10). MCP tool descriptions are one line ('Find Amazon products by keyword and marketplace. Results come back as structured JSON.'), with no when-not-to-use. The repository's references carry long trigger text ('trigger this skill whenever their need involves real-time Amazon search results'), not guidance on when to pick another tool (10 of 20). Tool pages list types, defaults, enums and length limits, but the Amazon Search page marks no argument required and omits the keyword its own examples pass, and many limits sit in prose (8 of 15). Every API has a request sample, a response fixture and cURL, JavaScript and Python clients, though most fixtures are labelled historical. Errors are an HTTP table, two named codes (11209, 12001) and a semantic error response whose schema wasn't read. MCP errors aren't documented (10 of 15). Path versioning under /v1, MCP v2 beside a legacy v1, and a dated OpenAPI version label, but no public changelog. SandBase earned 7 on the same pattern (7 of 15). 19+10+10+8+10+7 = 64.
Transparency & trust fastCRW +19
fastCRW 60
The engine and MCP server are AGPL-3.0 and the SDKs MIT, while the hosted control plane is closed under terms that name no legal entity (25 of 30). The terms say crawled data is handled transiently with zero data retention for approved accounts, but the privacy policy is undated, names no controller, gives no retention periods and mentions no DPA (10 of 30). The CHANGELOG flags breaking changes, deprecated v2 extract routes return a warning on every response, and the October 2026 402 change is dated in the docs, with no standing notice policy (10 of 20). Local data-source telemetry is disclosed with an opt-out. The privacy policy names Stripe, Google Analytics, Google Ads and an X pixel, but infrastructure and search providers are unnamed and no data location is given (8 of 20). 25 + 10 + 10 + 8 = 53.
Nexscope 41
The editorial half. The service is closed. The terms (8 October 2026) name ECOCREATE TECHNOLOGY PTE. LTD. under Singapore law with no registration number or address. The repository's MIT licence covers client code only, and the documentation and definitions stay copyright Nexscope. Scrapewise earned 15 for closed terms with MIT side code (15 of 30). The privacy policy (8 October 2026) says uploads are not used to train AI models and that connected selling-partner data is deleted or de-identified when no longer needed, but 'this policy does not specify a single deletion deadline for all data', and no DPA was found. SandBase took 12 with no retention periods (10 of 30). No deprecation policy or dated notices. The terms promise notice of material changes before they take effect where practicable, and the MCP map keeps a legacy v1 beside v2 (3 of 20). Analytics and advertising vendors are named (Google Analytics, Microsoft Clarity, Ahrefs, Google Ads, X, FirstPromoter), but hosting, AI processing and payment providers only by type, with no data locations. The repository's source notes say supplier references 'are presented as Nexscope', so the data suppliers go unnamed except LinkFox Agent for 1688 authorisation (5 of 20). 15+10+3+5 = 33. The provenance half is computed from the provenance block.
Reliability fastCRW +11
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.
Nexscope 39
Hosted lines, graded on the remote MCP server and the REST API at api.nexscope.ai. No status page is linked from the home page, llms.txt, the API quickstart or the MCP map, and none was found (0). With no page there is no incident history to read (5). The pricing page publishes requests a second and concurrency per plan, the same for API and MCP, with 1 and 1 on the trial, 3 and 2 on Starter, 5 and 4 on Growth, 10 and 8 on Pro (15). The quickstart calls 429 an 'execution admission rate limit' and says to honour Retry-After on 429 and 503 when present. No idempotency key exists. The repository says 'Do not blindly retry POST requests' and to check whether a task was created before resubmitting, and the MCP tool pages say a reconnecting client should query existing async work rather than resubmit. SoldFetch earned 15 with idempotency keys and SandBase 11 with keys on some writes, so guidance without keys earns 9 (9 of 15). No SLA, and the terms say 'We cannot guarantee the Service will be available at all times' (0). No beta or preview label on the API or the MCP server (10). 0+5+15+9+0+10 = 39.
Score by category
| Category | Weight this run | fastCRW | Nexscope | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 50 | 39 | fastCRW +11 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 91 | 64 | fastCRW +27 |
| Agent ergonomics | 13%16.2 | 91 | 44 | fastCRW +47 |
| Security & auth | 14%17.5 | 40 | 41 | Nexscope +1 |
| Payments & pricing | 10%12.5 | 35 | 35 | even |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 93 | 65 | fastCRW +28 |
| Transparency & trust | 7%8.8 | 60 | 41 | fastCRW +19 |
| Negative events | ≤15 | 0 | 0 | |
| Total | B 64.3/100 | D 46.2/100 |
Facts side by side
| Fact | fastCRW | Nexscope |
|---|---|---|
| Kind | HTTP API | Platform |
| Vendor | Nanofy OÜ | ECOCREATE TECHNOLOGY PTE. LTD. |
| Hosted endpoint | https://fastcrw.com/mcp | https://api.nexscope.ai/mcp |
| Transports | stdio, Streamable HTTP | Streamable HTTP, HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Paid |
| x402 | no | no |
| Licence | AGPL-3.0 | Proprietary hosted service under the Nexscope terms (last updated 8 October 2026), whose contracting party is ECOCREATE TECHNOLOGY PTE. LTD. of Singapore. The OpenAPI file's licence is 'Proprietary API; use subject to Nexscope Terms'. In github.com/nexscope-ai/nexscope-ecommerce-api only the example clients, validation scripts, tests and workflow are MIT. The API documentation, catalogue, definitions and sample data stay copyright Nexscope |
| Tools exposed | 11 | 382 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | io.github.fastcrw/crw | io.github.nexscope/ecommerce |
| Last release | 2026-11-04 | 2026-11-09 |
| Terms last updated | 2026-04-04 | not read yet |
| Privacy policy last updated | no date given | not read yet |
| Customer content may train models | not found in the text | not read yet |
| Terms restrict automated access | yes | not read yet |
| Terms restrict benchmarking | yes | not read yet |
| Terms or service can change without notice | not found in the text | not read yet |
| Arbitration or class-action waiver | not found in the text | not read yet |
| Popularity | 1.2k stars, 881 npm/wk | none |
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.
Nexscope
An agent can reach Amazon, TikTok Shop, Temu, 1688 and other marketplace data, plus image and video models, on one credit balance through a remote MCP server with OAuth or a REST API with a public OpenAPI file. The connection loads 382 tools at once, and there is no status page, changelog or idempotency key.
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
Nexscope
- Check the outer
codeis 0 before readingdata, or sendX-Nexscope-Http-Status: semanticto get HTTP error statuses. - Call an image or video tool once, keep the
taskId, and pollnexscope_media_task_result. A second call bills a second job. - Read the tool's credit cost before a call. Each tool costs at least 10 credits and some cost over 300.
- Before you set a 1688 confirmation field to
true, show the user the preview and get approval. - If the server returns 429 or 503, wait for
Retry-Afterwhen present and back off.
Questions
Which is better for AI agents, fastCRW or Nexscope?
fastCRW scores 64.3 (B) on agent readiness against Nexscope's 46.2 (D), and leads in 5 of 7 scored categories.
Can an agent call fastCRW and Nexscope without installing anything?
Yes. fastCRW has a hosted endpoint at https://fastcrw.com/mcp and Nexscope at https://api.nexscope.ai/mcp.
Are fastCRW and Nexscope open source?
fastCRW is open source (AGPL-3.0). No open-source release is listed for Nexscope.
Other comparisons with fastCRW or Nexscope
- Bright Data vs fastCRW
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- fastCRW vs Decodo Web Data API
- fastCRW vs Diffbot
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- fastCRW vs Scrapingdog
- fastCRW vs Spider
- fastCRW vs WebScraping.AI
- fastCRW vs ZenRows
- fastCRW vs Zyte API
- fastCRW vs Firecrawl MCP
- BrowserAct vs Nexscope
- Context.dev vs Nexscope
- Crawl4AI vs Nexscope
- fastCRW vs Qovia
- fastCRW vs ScrapeAtlas
- fastCRW vs SoldFetch
- Decodo Web Data API vs Nexscope
- Diffbot vs Nexscope
- Firecrawl MCP vs Nexscope
- jevcrawl vs Nexscope
- Microlink vs Nexscope
- Nexscope vs Olostep
- Nexscope vs Outcrawl
- Nexscope vs Oxylabs Web Scraper API
- Nexscope vs PrintFriendly MCP server
- Nexscope vs Qovia
- Nexscope vs ScrapeAtlas
- Nexscope vs ScrapeGraphAI
- Nexscope vs ScrapeOps Proxy API Aggregator
- Nexscope vs ScraperAPI
- Nexscope vs Scrapewise
- Nexscope vs Scrapfly
- Nexscope vs ScrapingAnt
- Nexscope vs ScrapingBee
- Nexscope vs Scrapingdog
- Nexscope vs SoldFetch
- Nexscope vs Spider
- Nexscope vs WebScraping.AI
- Nexscope vs ZenRows
- Nexscope vs Zyte API
- Apify MCP Server vs fastCRW
Machine-readable
- This page as Markdown
/compare/crw-vs-nexscope.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/crw.json·/api/v1/tools/nexscope.json - From a terminal
anchor compare crw nexscope(the CLI) - Over MCP
compare_tools {"a": "crw", "b": "nexscope"}at/mcp, no key