yaseo
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marketscore-seo-mcpofficial
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TDQS
Scored across 22 tools
Most tools have clearly distinct purposes, with descriptions clarifying whether they operate on live data, history, or configuration. A few pairs like get_competition vs get_keyword_metrics both mention competition but differ in depth and batch size, making them distinguishable with careful reading. Overall, an agent can reliably select the right tool.
The majority follow a get_* pattern for retrieval actions, but there are also action-oriented names like build_brief, track_query, run_tracking, and check_articles, plus a geo_* sub-family. This mixed convention is readable and generally predictable, though not perfectly uniform.
At 22 tools, the server is on the heavier side, exceeding the typical well-scoped range of 3–15. However, each tool addresses a distinct SEO concern—from research to tracking to AI visibility—so the count is justifiable despite feeling dense.
The tool surface covers the full SEO lifecycle: keyword research, SERP analysis, position tracking, site audit, article performance, competitor analysis, AI search readiness, and an action plan. No critical operations appear missing for the server's stated purpose, making it a complete toolkit.