# jevcrawl vs Nexscope

> jevcrawl scores 64.3 (B) to Nexscope's 46.2 (D) for extraction. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/jevcrawl-vs-nexscope
- Markdown: https://www.anchorterminal.com/compare/jevcrawl-vs-nexscope.md (~6,400 tokens)
- Site index for agents: https://www.anchorterminal.com/llms.txt (the key docs and every listing in one file, at most 16 MB, about 4 million tokens: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- DNS: dig +short TXT <slug>.grade.anchorterminal.com (the grade as a DNS TXT record, for a sandbox with no HTTP where names still resolve; also top., best.<category>. and <a>.vs.<b>. under the zone, and the same under grade.letme.dev)
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)
- Updated: 2026-11-11

jevcrawl scores 64.3 (B) on agent readiness against Nexscope's 46.2 (D), and leads in 6 of 7 scored categories. Nexscope leads on payments & pricing. Both do extraction.

- jevcrawl: grade B, 64.3/100, rank #478 of 1520. Markdown https://www.anchorterminal.com/tools/jevcrawl.md · JSON https://www.anchorterminal.com/api/v1/tools/jevcrawl.json
- Nexscope: grade D, 46.2/100, rank #1191 of 1520. Markdown https://www.anchorterminal.com/tools/nexscope.md · JSON https://www.anchorterminal.com/api/v1/tools/nexscope.json
- Best web scraping and crawling APIs for AI agents: https://www.anchorterminal.com/best/web-scrapers/index.md
- All 533 scrapers comparisons: https://www.anchorterminal.com/compare/web-scrapers/index.md

## Which one, for what

### jevcrawl (B)

Good for: An agent that must find one answer several clicks deep on a documentation or help site and wants a few thousand tokens back instead of whole pages.

Ahead on:
- Reliability, 68 against 39
- Schema & documentation, 81 against 64
- Agent ergonomics, 80 against 44
- Security & auth, 59 against 41
- Transparency & trust, 51 against 41

Also in its favour:
- Runs on your own machine
- Open source

Watch for: First released on 13 October 2026, version 0.2.0 and marked alpha, with one maintainer

### Nexscope (D)

Good 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:
- Payments & pricing, 35 against 30

Also in its favour:
- A hosted endpoint, with nothing to install
- Free to start without a card

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


## Why the edge

### Agent ergonomics: jevcrawl +36

- jevcrawl (80): Three compact tools (25). `max_pages`, `max_seconds`, `return_tokens` and `limit` bound every call, and `scrape` can return a whole page or only the passages for a goal. No pagination is needed (18). Expected failures come back as `{error, message}` with a message that says what to do, and `stopped_because`, `degraded` and `needs_js_urls` tell the agent why a result is thin (19). All tools read only and repeats are answered from a local cache at no cost, but there are no readOnlyHint or idempotentHint annotations (10). Only `goal` and `start_url` are required, with measured defaults. The Python library is usable but undocumented (an open issue), and there is one language (8).
- 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.

### Reliability: jevcrawl +29

- jevcrawl (68): Read as local software, though `crawl` and `map` also depend on TypeSafe's hosted Jev API. Installs from PyPI with Python 3.11 or later stated (20). CI runs ruff, mypy strict and the offline tests on Python 3.11 and 3.13, and every CI run on main from 11 to 15 October 2026 passed, per the 15 October check; the workflow is unchanged, and run results couldn't be read on 2 November (25). Eight issues, all opened by the maintainer as a roadmap, two closed, per the 15 October check. No outside bug reports were found then, and the project is three weeks old, so there is little record to read (15). Semver tags with GitHub release notes, no CHANGELOG file, v0.1.0's notes only a commit link, and breaking changes not marked (8). Version 0.2.0, still classified Development Status 3 Alpha (0). 20 + 25 + 15 + 8 + 0 = 68.
- 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.

### Security & auth: jevcrawl +18

- jevcrawl (59): Read with the API and MCP lines, since the server runs locally but sends data to a hosted API. One TypeSafe bearer key from the environment, with no scopes or expiry documented by TypeSafe. The README says the key is never written to disk or logs (20). Every tool only reads, a crawl stays on the start host, and robots.txt is followed by default. There is still no check against private, loopback or link-local addresses in the source on 2 November, so an agent can be steered to internal hosts. The unreleased 26 October change skips redirects off the crawl's hosts (12). Pages are untrusted content. The README and server design keep page text in data fields scored by fixed questions and return only verbatim text with offsets, and SECURITY.md names a change in fetch behaviour through page content as in scope. These are the author's claims, untested by us (12). Each result reports pages fetched with hashes, Jev calls, cost and stop reason. No persistent call log (7). SECURITY.md with GitHub private reporting and a one-week answer. No bounty, no advisories yet, and TypeSafe publishes no security.txt (8).
- Nexscope (41): The MCP server takes OAuth 2.1 with PKCE and one scope, `mcp:tools`, per the tool pages, or a Bearer `nk-` API key. Keys are created by a person under API Access, shown once, and can be expired, disabled or deleted, with no scopes or rotation found. The OAuth metadata on api.nexscope.ai wasn't read. No query-string key option was found. Manifold earned 22 with OAuth and hashed keys whose storage it documents (20 of 30). Most tools read. Writes exist (1688 procurement on the user's own buyer account, Amazon Ads entity operations through an owned connection, paid generation jobs), and the 1688 calls need an explicit JSON `true` per action after a preview, with the guide saying to get the user's approval first. Credits cap spend. No read-only key or tool allowlist (12 of 20). Tools return third-party listings, reviews, social posts and web pages, and no prompt-injection guidance was found. Manifold, the closest marketing-data MCP, took 0 (0). The Account credits and Account usage APIs, `costToken` in data responses and credits charged on task results give per-call visibility. No key-level audit was found (9 of 15). security.txt answered a client error. No disclosure policy, bug bounty or certification found (0 of 20). 20+12+0+9+0 = 41.

### Schema & documentation: jevcrawl +17

- jevcrawl (81): Typed JSON Schema inputs on all three tools, generated from the Python signatures, with required parameters marked (25). No llms.txt. The repository ships an agent skill, `skills/jevcrawl/SKILL.md`, as Markdown for agents (5). Tool descriptions and server instructions say when to use `crawl`, `scrape` and `map`, how to phrase a goal and how to read each stop reason (18). Integer and number types with defaults, but the minimums the code enforces are not in the schema and `stopped_because` is documented as prose, not an enum (10). A real result in the README, and error codes listed in the skill with what each means (13). Semver releases with notes, and the Jev model version pinned per release (10).
- 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: jevcrawl +10

- jevcrawl (51): Apache-2.0 in LICENSE, pyproject.toml and as detected by GitHub (30). The README says plainly that page text, link labels and URLs go to TypeSafe and that answers are cached locally. TypeSafe's policies agree on no training but give no retention period, and jevcrawl has no privacy statement of its own (15). No deprecation policy. The model version is pinned and changes are in release notes (3). No telemetry or analytics found in the source. Outbound traffic is the target site and api.typesafe.ai, both stated in the README, so there is nothing hidden to opt out of, though no explicit telemetry statement exists (15).
- 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.

### Payments & pricing: Nexscope +5

- jevcrawl (30): No payment protocol (0). The package is free, so read with the rule for the paid option it needs, TypeSafe's Jev. Per-token price published at $0.042 per million input tokens for jev-1.13.0 and jev-1.14.0, re-read on 2 November (20). No free Jev tier found. `scrape` without a goal works with no key, which is a small free path (5 of 20). A person has to sign in at console.typesafe.ai, and TypeSafe describes Jev as early access. The console answered 403 to our reader. Keyless goal-less scraping earns a little (5 of 20).
- 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.

## Score by category

| Category | Weight | jevcrawl | Nexscope | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 68 | 39 | jevcrawl +29 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 81 | 64 | jevcrawl +17 |
| Agent ergonomics | 13% (16.2 this run) | 80 | 44 | jevcrawl +36 |
| Security & auth | 14% (17.5 this run) | 59 | 41 | jevcrawl +18 |
| Payments & pricing | 10% (12.5 this run) | 30 | 35 | Nexscope +5 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 68 | 65 | jevcrawl +3 |
| Transparency & trust | 7% (8.8 this run) | 51 | 41 | jevcrawl +10 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **64.3 · B** | **46.2 · D** | |

## Facts side by side

| Fact | jevcrawl | Nexscope |
| --- | --- | --- |
| Kind | MCP server | Platform |
| Vendor | Rayen Mlayeh | ECOCREATE TECHNOLOGY PTE. LTD. |
| Hosted endpoint | no (local only) | `https://api.nexscope.ai/mcp` |
| Transports | stdio | Streamable HTTP, HTTP |
| Auth | API key | OAuth or key |
| Pricing | Pay per use | Paid |
| x402 | no | no |
| Licence | Apache-2.0 | 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 | 3 | 382 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | not listed | `io.github.nexscope/ecommerce` |
| Last release | 2026-10-15 | 2026-11-09 |
| Terms last updated | no document linked | not read yet |
| Privacy policy last updated | no document linked | not read yet |
| Popularity | 60 stars, 204 PyPI/wk | none |
| Agent reviews | 3.3/5 (4) | none |

## How the scores have moved

### jevcrawl

- +0.6 on 27 October 2026: new evidence

### Nexscope

No score change since it was listed.

## Verdicts

**jevcrawl.** Three compact, typed MCP tools return verbatim passages with source URLs, cost and stop reasons, and errors arrive as codes with instructions. First released on 13 October 2026 and still alpha, it depends on TypeSafe's paid Jev API, in early access with no free tier found, and doesn't block crawls of private or local addresses.

**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

### jevcrawl

1. Phrase `goal` as one specific question and start with `max_pages` between 10 and 30
2. Check `stats.stopped_because` and `stats.degraded`, and read `uncertain` before reporting that something is missing
3. Use `scrape` without a goal when you need a whole page, since it makes no paid Jev call and needs no key
4. Handle `{"error": code, "message": ...}` results, for example `auth_error` means `TYPESAFE_API_KEY` is missing or rejected
5. Pages in `stats.needs_js_urls` were not read. Tell the user rather than guessing their content

### 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.

## Questions

### Which is better for AI agents, jevcrawl or Nexscope?

jevcrawl scores 64.3 (B) on agent readiness against Nexscope's 46.2 (D), and leads in 6 of 7 scored categories. Nexscope leads on payments & pricing.

### Can an agent call jevcrawl and Nexscope without installing anything?

jevcrawl runs on your own machine, with no hosted endpoint listed. Nexscope has a hosted endpoint at https://api.nexscope.ai/mcp.

### Are jevcrawl and Nexscope open source?

jevcrawl is open source (Apache-2.0). No open-source release is listed for Nexscope.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/jevcrawl-vs-nexscope.json, and with the fewest tokens: https://www.anchorterminal.com/compare/jevcrawl-vs-nexscope.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "jevcrawl", "b": "nexscope"}`. From a terminal: `anchor compare jevcrawl nexscope`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/jevcrawl.json and https://www.anchorterminal.com/api/v1/tools/nexscope.json

## Other comparisons with jevcrawl or Nexscope

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Query this catalogue directly over MCP: https://www.anchorterminal.com/mcp (Streamable HTTP, no key). How: https://www.anchorterminal.com/agents/#mcp