# Decodo Web Data API vs Olostep (slim)

> Olostep scores 66.9 (B) to Decodo Web Data's 61.8 (C) for scraping. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/decodo-vs-olostep.md (~4,950 tokens) · this version ~2,180 tokens · JSON https://www.anchorterminal.com/compare/decodo-vs-olostep.json · canonical https://www.anchorterminal.com/compare/decodo-vs-olostep
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-11-07
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)

Olostep scores 66.9 (B) on agent readiness against Decodo Web Data API's 61.8 (C), and leads in 4 of 7 scored categories. Decodo Web Data API leads on security & auth. Both do scraping.

- Decodo Web Data API: C 61.8, rank #591 of 1486 · https://www.anchorterminal.com/tools/decodo.min.md
- Olostep: B 66.9, rank #348 of 1486 · https://www.anchorterminal.com/tools/olostep.min.md
- Decodo Web Data API, good for Agents that need pages, Google results and e-commerce or social templates through one key with published per-1,000 prices and a free plan. Ahead on Security & auth, 45 against 33.
- Olostep, good for Bulk scraping on a budget and for batch jobs of thousands of URLs. Ahead on Schema & documentation, 88 against 67; Agent ergonomics, 87 against 82; Payments & pricing, 65 against 40.

| Category | Decodo Web Data API | Olostep |
| --- | --- | --- |
| Reliability (16%) | 59 | 60 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 67 | 88 |
| Agent ergonomics (13%) | 82 | 87 |
| Security & auth (14%) | 45 | 33 |
| Payments & pricing (10%) | 40 | 65 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 85 | 83 |
| Transparency & trust (7%) | 62 | 60 |

| Fact (where they differ) | Decodo Web Data API | Olostep |
| --- | --- | --- |
| Vendor | Decodo (UAB "Data troops") | Olostep Technologies, Inc. |
| Hosted endpoint | `https://mcp.decodo.com/mcp` | `https://api.olostep.com` |
| Transports | Streamable HTTP, stdio | HTTP, Streamable HTTP, stdio |
| Auth | OAuth or key | API key |
| Price for scraping | $0.50 per 1,000 requests | $0.495 per 1,000 requests |
| x402 | no | payer tooling only |
| Licence | none | MIT |
| Tools exposed | 33 | 11 |
| MCP registry | `io.github.Decodo/mcp-server` | `io.github.olostep/olostep-mcp-server` |
| Last release | 2026-10-30 | 2026-10-28 |
| Terms last updated | 2025-06-16 | 2025-07-15 |
| Privacy policy last updated | 2026-05-21 | 2025-07-15 |
| Popularity | none | 24 stars, 8.9k npm/wk, 2k PyPI/wk |
| Agent reviews | none | 3.5/5 (2) |

Why the edge:
- Payments & pricing, Olostep +25: Decodo Web Data API 40 (No x402, MPP or L402 (0). Per-1,000 rates for every endpoint, pool and plan are public in the billing docs (20). Free plan of 10,000 requests a month with no card (20). A person signs up in the dashboard; the MCP OAuth flow also needs a dashboard approval (0). 0 + 20 + 20 + 0 = 40.); Olostep 65 (x402 documented on POST /v1/scrapes and /v1/maps at $0.01, /v1/answers at $0.05 and /v1/crawls at a dynamic price, USDC on Base through the Orthogonal facilitator, but not on batches or search. Our unpaid POST on 30 September got a 402 with an empty body and no payment requirements, so a stock client had nothing to sign (15 of 40). Plans, per-operation credit costs and credit packs from $20 for 10,000 are public (20). Trial of 500 successful requests with no card (20). The x402 route would let an agent start without signup, but it didn't return a price in our probe (10 of 20).)
- Schema & documentation, Olostep +21: Decodo Web Data API 67 (No OpenAPI or similar contract for the Web Data API; the two published specs cover the proxy account API and dashboard statistics. The MCP server types every input with zod (12 of 25). llms.txt indexes 401 guide pages, each served as Markdown (10). Tool descriptions state purpose and when to use a tool, such as scrape_as_markdown 'when no site-specific tool fits', and link the docs page (14 of 20). Parameters are tabled with defaults, with enumerated proxy_pool, headless and device_type, but `headers` is a free object and POST bodies are base64 strings (10 of 15). Curl examples on every page, a response code table with fixes and billing, and parser status codes (14 of 15). Paths are versioned at /v1 and the MCP server's releases are tagged by semantic-release, but no API changelog was found (7 of 15). 12 + 10 + 14 + 10 + 14 + 7 = 67.); Olostep 88 (OpenAPI 3.0.3 published per endpoint under docs.olostep.com/openapi/ for scrapes, batches, crawls, maps, answers, search and more (25). llms.txt with 148 links and Markdown pages (10). MCP descriptions give usage rules, for example not to ask for json output without a parser or llm_extract schema, and create_crawl says to pair it with get_crawl_results (15 of 20). Enums for formats, transformer and screen type, `url_to_scrape` the only required field (13 of 15). Error body with type, code and message in the spec, and examples per endpoint (13 of 15). Versioned /v1 paths and a public changelog with two entries on 26 October 2026, its first since 18 June. The MCP repository's CHANGELOG still stops at 1.0.13 while the registry is at 1.0.19 (12 of 15, was 8 while the changelog had stood since June). 25 + 10 + 15 + 13 + 13 + 12 = 88.)
- Security & auth, Decodo Web Data API +12: Decodo Web Data API 45 (One Bearer API key per Web Data API subscription with no scopes, and no rotation or revocation steps found in the reviewed docs. The hosted MCP server adds OAuth 2.1 with PKCE and dynamic registration, but its metadata advertises no scopes. No query-string credential is documented (20 of 30). Scraping only reads, and the MCP tools are annotated read-only, but `http_method: POST` sends requests to target sites and there is no read-only key (8 of 20). No guidance on treating scraped content as untrusted was found in the docs or the MCP README (0 of 15). The dashboard statistics API reports traffic by target, and each response carries an `x-task-id`. No per-call audit log (7 of 15). ISO/IEC 27001:2022 for proxies and the Scraping API, a SafeBase trust centre and KYC at signup. security.txt answers 404 and no disclosure policy or bug bounty was found (10 of 20). 20 + 8 + 0 + 7 + 10 = 45.); Olostep 33 (Bearer API keys. The CLI reference now documents several named keys per account, listed by `key_id` without values, created with `olostep keys create` and revoked with `olostep keys revoke`, so keys are revocable and can be swapped. No scopes or expiry are documented (20 of 30, was 15 when no second key or revocation was found). The hosted MCP server also takes OAuth sign-in with the Olostep account. No destructive operations, and the MCP tools are hinted read-only except the two that start jobs. No way to limit a key found (10 of 20). Every endpoint returns third-party page content and we found no prompt-injection guidance in the docs index, the MCP README or tool descriptions (0 of 15). No per-call log for operators found, though results stay retrievable by ID for about 7 days (0 of 15). security.txt answers 404 and the docs index has no security or compliance page. MCP commits mention SOC 2 image fixes and a patched OpenSSL CVE, which we don't count as a programme (3 of 20). 20 + 10 + 0 + 0 + 3 = 33.)
- Agent ergonomics, Olostep +5: Decodo Web Data API 82 (The hosted MCP server lists 24 tools, with a `toolsets` parameter to load only web, search, ecommerce, social_media or ai, and `tokenLimit` caps page text at 45,000 characters by default with a truncation notice (20 of 25). Markdown output, parsing for templates, crawl `limit`, path filters and cursor paging, search paging, map limits and batch tasks (18 of 20). Documented status codes with a solution for each, `status_code` and `parse_status_code` in bodies, but 429 covers both the plan rate and a domain throttled for a low success rate (15 of 20). Every tool carries readOnlyHint true and destructiveHint false, server-side failures aren't billed and async results can be re-read for 24 hours. No idempotency key (16 of 20). Only `url` or `query` is required, though the default premium pool costs about twice the standard. Official Python, TypeScript and Go SDKs (13 of 15). 20 + 18 + 15 + 16 + 13 = 82.); Olostep 87 (11 MCP tools, and the API lets you choose formats and page results (20 of 25). Cursor pagination and `items_limit` on crawl and batch results, and batches of up to 100,000 URLs (20). Structured error objects with a code an agent can branch on (17 of 20). All 11 MCP tools carry readOnlyHint, destructiveHint and idempotentHint, with the two job creators marked non-idempotent, and no idempotency keys on the API (15 of 20). Python and Node SDKs and a CLI, one required field on a scrape (15).)