extract
shallowio.github.ZenRows/zenrows-mcp · Verify this server
Extract structured data from a webpage via Zenrows. Returns JSON fields (products, articles, listings) rather than a full page body. Modes: - auto (default): extract=auto, site-tailored Extract (currently free, billing may apply later). Works on any domain Zenrows has prepared, with any API key; falls back to autoparse when the domain isn't prepared yet (REQS007) - autoparse: general-purpose structured JSON on any domain - css: css_extractor with an explicit selector map Requests use automatic mode (mode=auto) by default: Zenrows enables JS rendering and premium proxies only when the site needs them, and charges only for the configuration that succeeds. Pass just the URL. Set js_render or premium_proxy only to force a fixed configuration; that turns automatic mode off and bills every request at that configuration's cost. Check "empty" in the result: true means no field came back with a value. "noDataExtracted": true means Extract processed the page and found nothing to extract (not charged); retrying the same request returns the same answer. Full-page markdown, HTML and screenshots come from scrape.
1 trials · measured 1 day ago
extract scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.ZenRows/zenrows-mcp, measured 18 Oct 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote + stdio
- Credential class
- gated
- Category
- Developer infrastructure
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-18 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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