Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/scraperapi/scraperapi-skills/scraperapi-seo-auditnpx skills add scraperapi/scraperapi-skills --skill scraperapi-seo-auditgit clone --depth 1 https://github.com/scraperapi/scraperapi-skillsWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00196 | $0.03717 |
| Opus 5 | $0.00098 | $0.01858 |
| Sonnet 5 | $0.00039 | $0.00743 |
| Haiku 4.5 | $0.00020 | $0.00372 |
Grade A, and why
scraperapi-seo-audit scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 245 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ScraperAPI SEO Audit
Live SEO analysis powered by ScraperAPI's real-time SERP and scraping tools. No CLI installation or API key setup required — the tools are already connected. The approach is outside-in: start with what Google is actually showing, then scrape pages to explain why.
You — Claude — execute the tool calls directly. Do not generate code for the user or explain how they could run these calls themselves. Call the MCP tools, read the results, and report findings. The user wants an SEO audit, not instructions.
Never fabricate findings. Every finding must cite the exact tool call and output that supports it. If something can't be measured with these tools, say so and note the right external tool.
MCP Tools Available
| Tool | What it returns |
|---|---|
mcp__ScraperAPIRemote__google_search |
Live structured SERP — organic rankings, featured snippets, People Also Ask, AI Overview presence, knowledge panels, sitelinks. Returns parsed JSON, not raw HTML. Supports geo-targeting via countryCode and gl parameters. |
mcp__ScraperAPIRemote__scrape |
Full page content with JS rendering — use outputFormat: "markdown" for content extraction and word count, outputFormat: "html" for schema markup, meta tags, and canonical inspection |
mcp__ScraperAPIRemote__google_news |
Brand and topic mention recency — useful for E-E-A-T and freshness signals |
Render guidance for scrape
When calling mcp__ScraperAPIRemote__scrape, set render=true and premium=true for any page that requires JavaScript to display content — React/Next.js apps, SPAs, Webflow sites with client-side rendering. Use standard (no render flags) for static HTML: WordPress sites, GitHub, news articles. If the returned HTML has an empty <head> or missing body content, escalate to render=true, premium=true and retry.
Core Workflow
For every SEO audit request:
- Probe for missing parameters — Confirm URL, target keywords, geography, and scope before starting (see Parameter Probing below).
- Select mode — Single-Page Audit (Mode A) or Site-Wide Audit (Mode B).
- Stage 1 — Indexation & SERP Snapshot.
- Stage 2 — Keyword Visibility + AI Overview Check.
- Stage 3 — On-Page Analysis.
- Stage 4 — Competitor Gap Analysis.
- Stage 5 — Brand & Freshness Signals.
- Calculate health grade and write report using
references/report-template.md.
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 245 lines · 196 tokens per session scan A e51e281177d0
scraperapi-seo-audit is a skill published in the GitHub repository scraperapi/scraperapi-skills (10 stars, last pushed 25d ago), licensed MIT. It adds 196 tokens to every session and 3,717 once invoked, about $0.0010 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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