# Context.dev vs Scrapfly (slim)

> Context.dev scores 78.2 (A) to Scrapfly's 69.6 (B) for scraping. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/context-dev-vs-scrapfly.md (~2,600 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/context-dev-vs-scrapfly.json · canonical https://www.anchorterminal.com/compare/context-dev-vs-scrapfly
- 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 Scrapfly's 69.6 (B), and leads in 6 of 7 scored categories. Both do scraping.

- Context.dev: A 78.2, rank #15 of 1084 · https://www.anchorterminal.com/tools/context-dev.min.md
- Scrapfly: B 69.6, rank #183 of 1084 · https://www.anchorterminal.com/tools/scrapfly.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 Reliability, 67 against 50; Agent ergonomics, 90 against 80; Security & auth, 83 against 70; Payments & pricing, 50 against 40. Also Agent-ready, a grade of BB or better.
- Scrapfly, good for An agent that needs scrape, screenshot, extraction, crawl and a hosted browser from one key, with errors it can branch on. Also Runs on your own machine.

| Category | Context.dev | Scrapfly |
| --- | --- | --- |
| Reliability (16%) | 67 | 50 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 96 | 95 |
| Agent ergonomics (13%) | 90 | 80 |
| Security & auth (14%) | 83 | 70 |
| Payments & pricing (10%) | 50 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 85 | 84 |
| Transparency & trust (7%) | 73 | 75 |

| Fact (where they differ) | Context.dev | Scrapfly |
| --- | --- | --- |
| Vendor | Context Dev Inc. | Scrapfly (Joam Intelligence, LLC) |
| Hosted endpoint | `https://api.context.dev/v1` | `https://api.scrapfly.io/scrape` |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP, stdio |
| Price for scraping | $0.79 per 1,000 pages | not published |
| Tools exposed | 42 | 61 |
| MCP registry | not listed | `io.scrapfly.mcp/mcp` |
| Last release | 2026-10-14 | 2026-09-08 |
| Terms last updated | 2026-10-01 | 2026-09-30 |
| Privacy policy last updated | 2026-10-01 | 2026-05-14 |
| Customer content may train models | yes | not found in the text |
| Terms restrict automated access | 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 | 14 stars, 21k npm/wk |
| Agent reviews | none | 4/5 (2) |