Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/citedy/adclawnpx agentmods add skills/citedy/adclaw/seo-dataforseoWrote 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/citedy/adclaw/seo-dataforseo)<a href="https://agentmods.dev/skills/citedy/adclaw/seo-dataforseo"><img src="https://agentmods.dev/badge/skills/citedy/adclaw/seo-dataforseo/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/citedy/adclaw/seo-dataforseo"><img src="https://agentmods.dev/badge/skills/citedy/adclaw/seo-dataforseo.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 | $0.00144 | $0.03788 |
| Opus 5 | $0.00072 | $0.01894 |
| Sonnet 5 | $0.00029 | $0.00758 |
| Haiku 4.5 | $0.00014 | $0.00379 |
Grade A, and why
seo-dataforseo 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 6d 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.
This is a copy
88% identical to seo-dataforseo — 45 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 381 lines — stays where its author put it; the contents beside it link to each section on GitHub.
DataForSEO: Live SEO Data (Extension)
Live search data via the DataForSEO MCP server. Provides real-time SERP results (organic + images), keyword metrics, backlink profiles, on-page analysis, content analysis, business listings, AI visibility checking, and LLM mention tracking across 10 API modules with 79+ MCP tools.
Prerequisites
This skill requires the DataForSEO extension to be installed:
./extensions/dataforseo/install.sh
Check availability: Before using any DataForSEO tool, verify the MCP server
is connected by checking if serp_organic_live_advanced or any DataForSEO tool
is available. If tools are not available, inform the user the extension is not
installed and provide install instructions.
API Credit Awareness
DataForSEO charges per API call. Be efficient:
- Prefer bulk endpoints over multiple single calls
- Use default parameters (US, English) unless user specifies otherwise
- Cache results mentally within a session; don't re-fetch the same data
- Warn user before running expensive operations (full backlink crawls, large keyword lists)
Quick Reference
| Command | What it does |
|---|---|
/seo dataforseo serp <keyword> |
Google organic SERP results |
/seo dataforseo serp-images <keyword> |
Google Images SERP results |
/seo dataforseo serp-youtube <keyword> |
YouTube search results |
/seo dataforseo youtube <video_id> |
YouTube video deep analysis |
/seo dataforseo keywords <seed> |
Keyword ideas and suggestions |
/seo dataforseo volume <keywords> |
Search volume for keywords |
/seo dataforseo difficulty <keywords> |
Keyword difficulty scores |
/seo dataforseo intent <keywords> |
Search intent classification |
/seo dataforseo trends <keyword> |
Google Trends data |
/seo dataforseo backlinks <domain> |
Full backlink profile |
/seo dataforseo competitors <domain> |
Competitor domain analysis |
/seo dataforseo ranked <domain> |
Ranked keywords for domain |
/seo dataforseo intersection <domains> |
Keyword/backlink overlap |
/seo dataforseo traffic <domains> |
Bulk traffic estimation |
/seo dataforseo subdomains <domain> |
Subdomains with ranking data |
/seo dataforseo top-searches <domain> |
Top queries mentioning domain |
/seo dataforseo onpage <url> |
On-page analysis (Lighthouse + parsing) |
/seo dataforseo tech <domain> |
Technology stack detection |
/seo dataforseo whois <domain> |
WHOIS registration data |
/seo dataforseo content <keyword/url> |
Content analysis and trends |
/seo dataforseo listings <keyword> |
Business listings search |
/seo dataforseo ai-scrape <query> |
ChatGPT web scraper for GEO |
/seo dataforseo ai-mentions <keyword> |
LLM mention tracking for GEO |
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.
- 6d ago First seen · 381 lines · 144 tokens per session scan A 6c11536252b6
seo-dataforseo is a skill published in the GitHub repository citedy/adclaw (36 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 144 tokens to every session and 3,788 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. It is 88% identical to seo-dataforseo, differing in 45 lines, and is treated as a copy.
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