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Andrew Yim e527fb4b0f feat(seo-skills): multi-backend Data Source Selection (#7 )

Replaces single-vendor (Ahrefs-only) tool defaults with a per-task
backend menu across all 14 SEO skills. Each skill now lists every
capable MCP in allowed-tools and documents how to pick between
Semrush, Ahrefs, OurSEO Agent (CLI + MCP), DataForSEO, and GSC
in its SKILL.md Data Source Selection section.

Tool stubs (~40 new files) populated per skill with capability
deltas, call patterns, and explicit "not for this skill when"
callouts so the menu is self-correcting.

Skills affected: 19-keyword-strategy, 20-serp-analysis,
21-position-tracking, 22-link-building, 23-content-strategy,
24-ecommerce, 25-kpi-framework, 26-international, 27-ai-visibility,
28-knowledge-graph, 31-competitor-intel, 32-crawl-budget,
33-migration-planner, 34-reporting-dashboard.

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

2026-05-14 03:15:32 +09:00

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Semrush MCP

For migrations, Semrush contributes per-URL organic baseline, traffic value baseline, and cross-database comparison when the migration involves a market change.

Call pattern: discovery → get_report_schema → execute_report.

Key reports

organic_research — full organic keyword list for the domain (baseline)
url_research — per-URL organic data (KPI for redirect risk scoring)
overview_research — site-level traffic + visibility baseline
trends_research — period-over-period traffic deltas (post-launch monitoring)

Example

# Pre-migration baseline
mcp__semrush__organic_research(query="<old-domain>", database="us")
mcp__semrush__url_research(query="<specific old URL>", database="us")
mcp__semrush__overview_research(query="<old-domain>", database="us")

# Post-migration monitoring
mcp__semrush__trends_research(query="<new-domain>", database="us")

Korean market: database="kr".

Strengths for this skill

url_research gives per-URL organic data — useful input for redirect risk scoring alongside Ahrefs traffic value.
trends_research simplifies post-migration period-over-period delta.
Cross-database comparison helps validate visibility recovery across markets.

Not for this skill when

URL inventory — OurSEO crawl_website / Firecrawl firecrawl_crawl.
Backlink baseline for risk scoring — Ahrefs site-explorer-pages-by-backlinks.
First-party impression baseline — GSC pages / combined reports.
Redirect health checking post-launch — Firecrawl firecrawl_scrape or WebFetch.

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