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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.6/5.0

    Scored across 35 tools

    Disambiguation4/5

    Each tool targets a distinct operation, but `text_cleanup` and `case_convert` both handle case changes (lowercase/uppercase), and `sitemap_extract` vs `url_metadata` both involve fetching URLs, so a careful reading is needed to pick the right tool. Overall, no severe overlaps.

    Naming Consistency3/5

    Tool names are all lowercase with underscores, but the pattern is inconsistent: many are noun_verb (`base64_encode`, `url_decode`, `regex_test`), some are single nouns (`hash`, `password`, `stats`), some use abbreviations (`age_calc`, `finance_calc`, `random_gen`), and a few don't follow verb_noun (`lorem_ipsum`, `json_to_csv`, `hashtag_tools`). This mixed style is still readable but not uniform.

    Tool Count2/5

    With 35 tools, the server is overloaded for a single MCP server. Although the scope is a general utility toolkit, the number exceeds what an agent can efficiently navigate, and many tools could be split into focused servers. This borders on being too many and earns a score of 2.

    Completeness4/5

    The toolkit covers a wide range of common utilities: encoding, text processing, date/time, math, finance, web metadata, validation, and security. Minor gaps exist (e.g., no image processing, no file system operations), but for a general-purpose utility server, the surface is quite complete and leaves no major dead ends for typical use cases.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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