brand_retrieve
shallownet.crawlora/crawlora-mcp · Verify this server
Fetches a domain's homepage and Web App Manifest and extracts a normalized brand profile (title, description, brand colors normalized to hex, logos and icons ranked best-first, backdrops, socials, links, and any schema.org organization data). Enrichment-only fields that are not present in the page markup are returned as null. Domain: Required. Domain to profile; accepts a bare domain, a www host, or a full URL, e.g. context.dev, www.context.dev, https://context.dev/path. ForceLanguage: Optional. Accepted for compatibility; not applied in HTML-only mode (no-op). Use web_scrape to retrieve scrape a URL into markdown, HTML, links or metadata.
1 trials · measured today
brand_retrieve scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against net.crawlora/crawlora-mcp, measured 20 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
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 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.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/9fb9b3f5-3944-4fcf-82c0-c47115b8d1a3)