Head-to-head · Launch phase · MCP Server
SEO MCP vs Google Scholar MCP
For the Launch phase, SEO MCP leads Google Scholar MCP on adoption - 468 vs 396 GitHub stars. Both are mcp servers; pick by fit, not just rank - the full side-by-side is below.
A side-by-side comparison of two mcp server options for the Launch phase - adoption, what each is for, and how to install them.
Ranked by Skillselion · adoption from the skills.sh registry & GitHub.
SEO MCP vs Google Scholar MCP
| SEO MCP | Google Scholar MCP | |
|---|---|---|
| GitHub stars | 468 | 396 |
| Installs | 0 | 0 |
| Adoption rank (this phase) | #3 | #6 |
| Built for | Claude Code | Claude Code |
| What it is | Local MCP server for SEO Skill. Agents list, describe, and run crawl, Search Console, keyword, and AI-search reports on your machine via seo_list_reports, seo_describe_report, and seo_run_report. | MCP server for searching academic papers and citations via Google Scholar. |
| Install | npm i -g seo | - |
Common questions
SEO MCP vs Google Scholar MCP: which is better for launch?
SEO MCP ranks higher by adoption (468 vs 396 GitHub stars), but both are mcp servers for the Launch phase - choose by fit.
How do I install SEO MCP?
Run: npm i -g seo
How do I install Google Scholar MCP?
See the Google Scholar MCP listing for install steps.
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