# Crawl4AI vs Nexscope (slim)

> Nexscope scores 46.2 (D) to Crawl4AI's 43.9 (E) for extraction. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/crawl4ai-vs-nexscope.md (~6,400 tokens) · this version ~1,230 tokens · JSON https://www.anchorterminal.com/compare/crawl4ai-vs-nexscope.json · canonical https://www.anchorterminal.com/compare/crawl4ai-vs-nexscope
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-11-11
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

Nexscope scores 46.2 (D) on agent readiness against Crawl4AI's 43.9 (E), and leads in 2 of 7 scored categories. Crawl4AI leads on agent ergonomics, security & auth, payments & pricing, maintenance & community and transparency & trust. Both do extraction.

- Crawl4AI: E 43.9, rank #1253 of 1520 · https://www.anchorterminal.com/tools/crawl4ai.min.md
- Nexscope: D 46.2, rank #1191 of 1520 · https://www.anchorterminal.com/tools/nexscope.min.md
- Crawl4AI, good for Agents that need cheap page-to-Markdown at volume, Google results and search in one key, or a free self-hosted Python crawler. Ahead on Agent ergonomics, 67 against 44; Security & auth, 46 against 41; Payments & pricing, 45 against 35; Maintenance & community, 83 against 65; Transparency & trust, 70 against 41. Also Open source.
- Nexscope, 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 Schema & documentation, 64 against 55. Also No incidents deducted, where Crawl4AI loses 10 points for them.

| Category | Crawl4AI | Nexscope |
| --- | --- | --- |
| Reliability (16%) | 35 | 39 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 55 | 64 |
| Agent ergonomics (13%) | 67 | 44 |
| Security & auth (14%) | 46 | 41 |
| Payments & pricing (10%) | 45 | 35 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 83 | 65 |
| Transparency & trust (7%) | 70 | 41 |

| Fact (where they differ) | Crawl4AI | Nexscope |
| --- | --- | --- |
| Kind | HTTP API | Platform |
| Vendor | CONTEXT4AI PTE LTD | ECOCREATE TECHNOLOGY PTE. LTD. |
| Hosted endpoint | `https://api.crawl4ai.com/mcp` | `https://api.nexscope.ai/mcp` |
| Transports | Streamable HTTP | Streamable HTTP, HTTP |
| Auth | API key | OAuth or key |
| Pricing | Freemium | Paid |
| 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 | 16 | 382 |
| MCP registry | not listed | `io.github.nexscope/ecommerce` |
| Last release | 2026-10-14 | 2026-11-09 |
| Terms last updated | 2026-10-15 | not read yet |
| Privacy policy last updated | 2026-10-15 | not read yet |
| Customer content may train models | not found in the text | not read yet |
| Terms restrict automated access | not found in the text | not read yet |
| Terms restrict benchmarking | not found in the text | 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 | 87k stars, 368k PyPI/wk | none |

Why the edge:
- Transparency & trust, Crawl4AI +29: Crawl4AI 70 (The library is Apache-2.0 and the cloud is closed under terms that name CONTEXT4AI PTE LTD (22 of 30).); Nexscope 41 (The editorial half.)
- Agent ergonomics, Crawl4AI +23: Crawl4AI 67 (16 MCP tools, six of them for billing and support (15 of 25).); Nexscope 44 (Read on the MCP server, with the REST API where a line covers it.)
- Maintenance & community, Crawl4AI +18: Crawl4AI 83 (Library v0.9.5 on 14 October 2026, 23 days before 6 November, and the cloud added /serp on 8 October (30).); Nexscope 65 (Read as a closed service with a public documentation repository.)
- Payments & pricing, Crawl4AI +10: Crawl4AI 45 (No x402, MPP or L402 (0).); Nexscope 35 (No x402, MPP or L402 on pricing, the quickstart, the MCP map, llms.txt or the visible OpenAPI paths.)
- Schema & documentation, Nexscope +9: Crawl4AI 55 (No OpenAPI or similar contract for the cloud API, and the MCP tool schemas are only in the live tools/list, which needs a key.); Nexscope 64 (A public OpenAPI 3.1 file at api.nexscope.ai/openapi.json, about 3.8 MB, linked from the quickstart.)
- Security & auth, Crawl4AI +5: Crawl4AI 46 (Bearer keys, shown once and regenerable, with 3 to 30 keys per plan.); 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.)