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Scored across 24 tools
Several tools have overlapping purposes, especially in keyword research: get_keyword_suggestions, get_keyword_ideas, get_related_keywords, and research_keywords all return related keywords and can be easily confused. Additionally, get_serp_competitors and find_competitors both identify competitors but via different signals, adding to ambiguity.
Most tools follow a get_ prefix pattern, but there are notable deviations such as analyze_content_sentiment, check_serp_position, find_competitors, research_keywords, and estimate_traffic. The mix of verbs is not chaotic since all names are snake_case and readable, but the pattern is inconsistent.
With 24 tools, the count falls in the 16-25 range that feels heavy. While each tool covers a specific SEO data point, the significant overlap in keyword research tools adds unnecessary bulk and reduces the overall scoping quality.
The server covers a comprehensive set of SEO capabilities including keyword research, rankings, backlinks, competitors, page audits, and traffic estimation. There are minor gaps such as the lack of a full SERP results retrieval tool, but agents can work around these with the existing tools.