gpsem
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georanker-seo-mcpofficial
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TDQS
Scored across 51 tools
Most tools are grouped by resource and action, but several overlap: getEntreprise and getCompanyInfo both return company data, and listScreamingFrogActions/listAuditActions both expose prioritized corrective actions. Semantic-analysis tools (getKeyword, runKeywordSemanticAnalysis, getSemanticMap) also have fuzzy boundaries, though the descriptions usually clarify the target.
The dominant pattern is verb + resource (get/list/create/update), and all names are camelCase. However, the set mixes French and English nouns (getEntreprise vs getCompanyInfo), reverses compounds (getSiteHistorique vs getHistoriqueCodes), and uses irregular names like getMe and getMybacklinkStatus, so the convention is only partially consistent.
With 51 tools, the server is at the extreme end of the scale and exceeds the 50-tool threshold. Although the underlying GPSEM API is broad, exposing every endpoint as an MCP tool makes selection harder and likely overwhelms an agent.
Core workflows are well covered: sites, pages, audits, Screaming Frog, backlinks, keywords, and content ideas all have read and many have write operations. However, there are notable lifecycle gaps—no deletion endpoints for sites/pages/content, no keyword list management, and no way to update content-idea status besides launching writing.