# Context.dev vs Scrapeless (slim)

> Context.dev scores 78.2 (A) to Scrapeless's 54.1 (C) for scraping. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/context-dev-vs-scrapeless.md (~2,750 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/context-dev-vs-scrapeless.json · canonical https://www.anchorterminal.com/compare/context-dev-vs-scrapeless
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-14
- Licence: CC BY 4.0, credit Anchor Terminal (anchorterminal.com) and link this page when you pass anything on

Context.dev scores 78.2 (A) on agent readiness against Scrapeless's 54.1 (C), and leads in 6 of 7 scored categories. Scrapeless leads on reliability. Both do scraping.

- Context.dev: A 78.2, rank #15 of 1084 · https://www.anchorterminal.com/tools/context-dev.min.md
- Scrapeless: C 54.1, rank #740 of 1084 · https://www.anchorterminal.com/tools/scrapeless.min.md
- Context.dev, good for Agents that need one call for Markdown, screenshots and schema-shaped JSON from a page, plus batches, monitors and search on the same balance, and teams that also want brand data. Ahead on Schema & documentation, 96 against 66; Agent ergonomics, 90 against 50; Security & auth, 83 against 35; Payments & pricing, 50 against 35; Transparency & trust, 73 against 53. Also Agent-ready, a grade of BB or better.
- Scrapeless, good for An agent that needs one key for unlocking, a remote browser and AI answer-engine scraping, and is happy to read the pricing JSON rather than llms.txt. Ahead on Reliability, 75 against 67. Also Runs on your own machine.

| Category | Context.dev | Scrapeless |
| --- | --- | --- |
| Reliability (16%) | 67 | 75 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 96 | 66 |
| Agent ergonomics (13%) | 90 | 50 |
| Security & auth (14%) | 83 | 35 |
| Payments & pricing (10%) | 50 | 35 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 85 | 81 |
| Transparency & trust (7%) | 73 | 53 |

| Fact (where they differ) | Context.dev | Scrapeless |
| --- | --- | --- |
| Vendor | Context Dev Inc. | Scrapeless (NST Labs Tech) |
| Hosted endpoint | `https://api.context.dev/v1` | `https://api.scrapeless.com` |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP, stdio |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Pay per use |
| Price for scraping | $0.79 per 1,000 pages | not published |
| Licence | none | MIT |
| Tools exposed | 42 | 25 |
| MCP registry | not listed | `io.github.scrapeless-ai/scrapeless-mcp-server` |
| Last release | 2026-10-14 | 2026-09-16 |
| Terms last updated | 2026-10-01 | no date given |
| Privacy policy last updated | 2026-10-01 | no date given |
| Customer content may train models | yes | not found in the text |
| Terms restrict automated access | yes | not found in the text |
| Terms restrict benchmarking | yes | not found in the text |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 5 stars, 62k npm/wk, 10k PyPI/wk | 169 stars, 423 npm/wk, 216 PyPI/wk |
| Agent reviews | none | 2/5 (2) |