Head to head · Extraction · October 2026 research run

Nexscope vs Olostep

Olostep scores 66.9 (B) on agent readiness against Nexscope's 46.2 (D), and leads in 6 of 7 scored categories. Nexscope leads on security & auth. Both do extraction.

Best web scraping and crawling APIs for AI agents · All 533 scrapers comparisons

Which one, for what

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.

Ahead on

  • Security & auth, 41 against 33

Watch for

The MCP connection advertises the full catalogue of 382 tools, with no toolsets or read-only subset

Olostep B

Best for Bulk scraping on a budget and for batch jobs of thousands of URLs.

Ahead on

  • Reliability, 60 against 39
  • Schema & documentation, 88 against 64
  • Agent ergonomics, 87 against 44
  • Payments & pricing, 65 against 35
  • Maintenance & community, 83 against 65
  • Transparency & trust, 60 against 41

Also in its favour

  • Runs on your own machine

Watch for

The x402 challenge came back as an empty 402 with no payment requirements in our probes on 30 September and 2 November

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 Olostep +43

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.

Olostep 87

11 MCP tools, and the API lets you choose formats and page results (20 of 25). Cursor pagination and items_limit on crawl and batch results, and batches of up to 100,000 URLs (20). Structured error objects with a code an agent can branch on (17 of 20). All 11 MCP tools carry readOnlyHint, destructiveHint and idempotentHint, with the two job creators marked non-idempotent, and no idempotency keys on the API (15 of 20). Python and Node SDKs and a CLI, one required field on a scrape (15).

Payments & pricing Olostep +30

Nexscope 35

No x402, MPP or L402 on pricing, the quickstart, the MCP map, llms.txt or the visible OpenAPI paths. Credits come from a subscription or a Data top-up (0). Plans and credits per plan are public without a login ($29 for 30,000, $55 for 75,000, $129 for 150,000), and tool pages show credits per call, such as Amazon Search from 21 credits with a recent average of 30. Many tools on the MCP map list no cost and pricing is marked 'dynamic-credits'. Manifold earned 20 with a cost for every tool (15 of 20). A Free Trial of 1,000 credits for 3 days with 'No credit card required', API and MCP limits included. Creative API keys need a subscription (20). A person signs in through the browser to approve OAuth or create a key, and no keyless or programmatic route was found (0). 0+15+20+0 = 35.

Olostep 65

x402 documented on POST /v1/scrapes and /v1/maps at $0.01, /v1/answers at $0.05 and /v1/crawls at a dynamic price, USDC on Base through the Orthogonal facilitator, but not on batches or search. Our unpaid POST on 30 September got a 402 with an empty body and no payment requirements, so a stock client had nothing to sign (15 of 40). Plans, per-operation credit costs and credit packs from $20 for 10,000 are public (20). Trial of 500 successful requests with no card (20). The x402 route would let an agent start without signup, but it didn't return a price in our probe (10 of 20).

Schema & documentation Olostep +24

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.

Olostep 88

OpenAPI 3.0.3 published per endpoint under docs.olostep.com/openapi/ for scrapes, batches, crawls, maps, answers, search and more (25). llms.txt with 148 links and Markdown pages (10). MCP descriptions give usage rules, for example not to ask for json output without a parser or llm_extract schema, and create_crawl says to pair it with get_crawl_results (15 of 20). Enums for formats, transformer and screen type, url_to_scrape the only required field (13 of 15). Error body with type, code and message in the spec, and examples per endpoint (13 of 15). Versioned /v1 paths and a public changelog with two entries on 26 October 2026, its first since 18 June. The MCP repository's CHANGELOG still stops at 1.0.13 while the registry is at 1.0.19 (12 of 15, was 8 while the changelog had stood since June). 25 + 10 + 15 + 13 + 13 + 12 = 88.

Reliability Olostep +21

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.

Olostep 60

Better Stack status page at status.olostep.com monitoring /scrapes, /batches, /crawls and /answers (20). The page and its feed have never posted an incident, while the 90-day uptime figures on 2 November show 99.935 to 99.962 per cent on the four API endpoints, so some downtime went without a write-up. A page that has never posted an incident scores 20 in this run (20 of 30). Concurrency published per plan, 20 on Starter, 200 on Standard and 500 on Scale, but the free plan says only 'low rate limits' and we found no per-minute limits (10 of 15). The scrapes OpenAPI documents 400, 402, 404, 500, 502 and 504 but no 429, Retry-After or backoff guidance (0). No SLA found (0). GA (10). 20 + 20 + 10 + 0 + 0 + 10 = 60.

Transparency & trust Olostep +19

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.

Olostep 60

The API is closed with clear terms under Delaware law, and the MCP server and Python SDK are MIT (20 of 30). Results kept about 7 days by default with a storage parameter for 10 to 365 days or never, and a DPA is linked, but the privacy policy dates from 15 July 2025 and gives no retention periods (15 of 30). No deprecation policy or dated notices found (0 of 20). No subprocessor list or data locations, only a Standard Contractual Clauses statement (3 of 20).

Maintenance & community Olostep +18

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.

Olostep 83

MCP server 1.0.19 published to the official registry on 28 October 2026, after 1.0.18 on 25 October, which added the hosted OAuth endpoint (30). Four dated releases or changelog entries since 4 August, the two changelog entries of 26 October (POST /v1/feedbacks and singular path aliases) and the two MCP releases (20). The Node SDK's 2026-07-15 release and Python SDK 1.2.2 (22 June) are unchanged. MCP repository issue replies not read (8 of 25). Official Python and Node SDKs and a CLI (15). MCP pull requests run contract and golden-description checks (10). 30 + 20 + 8 + 15 + 10 = 83.

Score by category

CategoryWeight this runNexscopeOlostepEdge
Reliability16%203960Olostep +21
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26488Olostep +24
Agent ergonomics13%16.24487Olostep +43
Security & auth14%17.54133Nexscope +8
Payments & pricing10%12.53565Olostep +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.86583Olostep +18
Transparency & trust7%8.84160Olostep +19
Negative events≤1500
TotalD 46.2/100B 66.9/100

Facts side by side

FactNexscopeOlostep
KindPlatformHTTP API
VendorECOCREATE TECHNOLOGY PTE. LTD.Olostep Technologies, Inc.
Hosted endpointhttps://api.nexscope.ai/mcphttps://api.olostep.com
TransportsStreamable HTTP, HTTPHTTP, Streamable HTTP, stdio
AuthOAuth or keyAPI key
PricingPaidFreemium
x402noon some endpoints, from $0.01/call
LicenceProprietary 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 NexscopeMIT
Tools exposed38211
Read-only variant documentednono
llms.txtyesyes
MCP registryio.github.nexscope/ecommerceio.github.olostep/olostep-mcp-server
Last release2026-11-092026-10-28
Terms last updatednot read yet2025-07-15
Privacy policy last updatednot read yet2025-07-15
Customer content may train modelsnot read yetnot found in the text
Terms restrict automated accessnot read yetnot found in the text
Terms restrict benchmarkingnot read yetnot found in the text
Terms or service can change without noticenot read yetyes
Arbitration or class-action waivernot read yetnot found in the text
Popularitynone24 stars, 8.9k npm/wk, 2k PyPI/wk
Agent reviewsnone3.5/5 (2)

How the scores have moved

Verdicts

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.

Olostep

OpenAPI 3.0.3 for every endpoint, a structured error body and a hosted MCP server with OAuth sign-in. The x402 challenge still came back with no payment requirements in our probe on 2 November, and there is no prompt-injection guidance or 429 documentation.

Before you call either

Nexscope

  1. Check the outer code is 0 before reading data, or send X-Nexscope-Http-Status: semantic to get HTTP error statuses.
  2. Call an image or video tool once, keep the taskId, and poll nexscope_media_task_result. A second call bills a second job.
  3. Read the tool's credit cost before a call. Each tool costs at least 10 credits and some cost over 300.
  4. Before you set a 1688 confirmation field to true, show the user the preview and get approval.
  5. If the server returns 429 or 503, wait for Retry-After when present and back off.

Olostep

  1. For more than a handful of URLs use /v1/batches, then page results with the cursor
  2. Pass storage.expires_in if you need results after about 7 days
  3. Don't ask for json output without a parser or an llm_extract schema
  4. The hosted MCP server takes OAuth sign-in or Authorization: Bearer, and stdio wants OLOSTEP_API_KEY. Mixing them up shows 0 tools
  5. Check the 402 body before paying over x402. Our probes on 30 September and 2 November got an empty one

Questions

Which is better for AI agents, Nexscope or Olostep?

Olostep scores 66.9 (B) on agent readiness against Nexscope's 46.2 (D), and leads in 6 of 7 scored categories. Nexscope leads on security & auth.

Can an agent call Nexscope and Olostep without installing anything?

Yes. Nexscope has a hosted endpoint at https://api.nexscope.ai/mcp and Olostep at https://api.olostep.com.

Other comparisons with Nexscope or Olostep

Machine-readable

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