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DataForSEO MCP Server

by ravinwebsurgeon
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    Deploy Server
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    TDQS

    C2.7/5.0

    Scored across 76 tools

    Disambiguation2/5

    The tool set suffers from significant ambiguity, with many tools having overlapping purposes that could confuse an agent. For example, multiple backlinks tools (e.g., backlinks_backlinks, backlinks_summary, backlinks_bulk_pages_summary) provide similar backlink overviews, and there are several 'available_filters' tools across different categories that serve identical utility functions. While descriptions help differentiate some, the sheer number and redundancy make misselection likely.

    Naming Consistency5/5

    Tool names follow a highly consistent snake_case pattern with a clear hierarchical structure, typically using category prefixes (e.g., ai_optimization_, backlinks_, dataforseo_labs_). This predictability makes it easy for agents to understand the domain and purpose of each tool, with only minor deviations like 'dataforseo_labs_' vs. 'keywords_data_' but overall maintaining a uniform naming convention.

    Tool Count2/5

    With 76 tools, the count is excessively high for an MCP server, making it overwhelming and difficult for agents to navigate effectively. While the server covers a broad SEO/data analytics domain, the tool surface could be consolidated (e.g., merging similar backlinks or filters tools) to reduce complexity without losing functionality, as many tools appear redundant or overly granular.

    Completeness4/5

    The tool set provides extensive coverage for SEO and data analytics, including AI optimization, backlinks, keyword research, SERP analysis, and domain analytics. There are few obvious gaps for core workflows, though some edge cases like real-time monitoring or advanced reporting might be missing. The completeness is high but slightly diminished by the redundancy rather than missing essential operations.

    Resources