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 skills add thirdwatch-dev/scraping-skills --skill seo-serp-scrapinggit clone --depth 1 https://github.com/thirdwatch-dev/scraping-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/thirdwatch-dev/scraping-skills/seo-serp-scraping)<a href="https://agentmods.dev/skills/thirdwatch-dev/scraping-skills/seo-serp-scraping"><img src="https://agentmods.dev/badge/skills/thirdwatch-dev/scraping-skills/seo-serp-scraping/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/thirdwatch-dev/scraping-skills/seo-serp-scraping"><img src="https://agentmods.dev/badge/skills/thirdwatch-dev/scraping-skills/seo-serp-scraping.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What 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 5.1 | $0.00123 | $0.01196 |
| Opus 5 | $0.00062 | $0.00598 |
| Sonnet 5 | $0.00025 | $0.00239 |
| Haiku 4.5 | $0.00012 | $0.00120 |
Grade A, and why
seo-serp-scraping scanned grade A with 1 finding 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 9d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -X POST "https://api.apify.com/v2/acts/thirdwatch~google-search-scraper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \ How it starts
The opening of the file, as written. The whole thing — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SEO & SERP Scraping
Getting search-engine results and SEO data off the web. The hard part is the search engines themselves; the on-page audit work is cheap.
Search engines are the expensive case. Google is fully client-side rendered in 2026 and blocks residential proxy IPs at the IP level for Search — a plain HTTP request gets a JS shell or a /sorry/ CAPTCHA, and a normal residential proxy doesn't help. You need either a specialized SERP proxy (handles anti-bot internally, returns rendered HTML over HTTP) or a stealth browser (Camoufox). Google News is the exception — it still serves a public RSS feed, so it's plain HTTP and cheap.
On-page SEO is the cheap case. Auditing a page's own markup (titles, meta, headings, canonical, OpenGraph, schema, links), reading sitemaps, discovering subdomains, and downloading a page's images are all plain HTTP against the target's own pages — no SERP proxy, no browser. These scale to thousands of URLs for almost nothing.
Ready-made scrapers
| Target | Scraper | From | Notes |
|---|---|---|---|
| Google Search | Google Search | $0.008/result | organic results, snippets, sitelinks; filter by country/language/time |
| Google News | Google News | $0.0015/result | headlines, sources, dates; no API key |
| Bulk SEO Audit | SEO Data Extractor | $0.001/result | titles/meta/headings/canonical/OG/schema/links per URL at scale |
| Subdomain Finder | Subdomain Finder | $0.001/result | discover + verify live subdomains (DNS + HTTP) |
| Bulk Image Downloader | Bulk Image Downloader | $0.001/result | save every image from any page, with dimensions/format/size |
Each is billed pay-per-result (free tier included), and the SERP/anti-bot maintenance is handled for you.
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.
- 9d ago First seen · 61 lines · 123 tokens per session scan A e8509c93f55f
seo-serp-scraping is a skill published in the GitHub repository thirdwatch-dev/scraping-skills (3 stars, last pushed 2mo ago), licensed MIT. It adds 123 tokens to every session and 1,196 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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