# Context.dev vs Olostep (slim)

> Context.dev scores 78.2 (A) to Olostep's 63 (B) for scraping. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/context-dev-vs-olostep.md (~2,650 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/context-dev-vs-olostep.json · canonical https://www.anchorterminal.com/compare/context-dev-vs-olostep
- 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 Olostep's 63 (B), and leads in 6 of 7 scored categories. Olostep leads on payments & pricing. Both do scraping.

- Context.dev: A 78.2, rank #15 of 1084 · https://www.anchorterminal.com/tools/context-dev.min.md
- Olostep: B 63, rank #438 of 1084 · https://www.anchorterminal.com/tools/olostep.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 60; Schema & documentation, 96 against 84; Security & auth, 83 against 28; Maintenance & community, 85 against 58; Transparency & trust, 73 against 58. Also Agent-ready, a grade of BB or better.
- Olostep, good for Bulk scraping on a budget and for batch jobs of thousands of URLs. Ahead on Payments & pricing, 65 against 50. Also Runs on your own machine.

| Category | Context.dev | Olostep |
| --- | --- | --- |
| Reliability (16%) | 67 | 60 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 96 | 84 |
| Agent ergonomics (13%) | 90 | 87 |
| Security & auth (14%) | 83 | 28 |
| Payments & pricing (10%) | 50 | 65 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 85 | 58 |
| Transparency & trust (7%) | 73 | 58 |

| Fact (where they differ) | Context.dev | Olostep |
| --- | --- | --- |
| Vendor | Context Dev Inc. | Olostep Technologies, Inc. |
| Hosted endpoint | `https://api.context.dev/v1` | `https://api.olostep.com` |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP, stdio |
| Auth | OAuth or key | API key |
| Price for scraping | $0.79 per 1,000 pages | $0.495 per 1,000 requests |
| x402 | no | payer tooling only |
| Licence | none | MIT |
| Tools exposed | 42 | 11 |
| MCP registry | not listed | `io.github.olostep/olostep-mcp-server` |
| Last release | 2026-10-14 | 2026-07-15 |
| Terms last updated | 2026-10-01 | 2025-07-15 |
| Privacy policy last updated | 2026-10-01 | 2025-07-15 |
| 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 | 24 stars, 8.9k npm/wk, 2k PyPI/wk |
| Agent reviews | none | 3.5/5 (2) |