API Hub MCP — 337+ Tools
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TDQS
Scored across 338 tools
With 338 tools, massive overlap is pervasive: there are a dozen readability metric tools (gunning_fog_score, smog_index, ari_score, etc.), multiple unique-ID generators (generate_uuid, generate_nanoid, generate_ulids), and duplicate text transformers (invert_case vs swap_case, summarize vs tldr). Agents would constantly struggle to pick between near-identical tools.
Naming is highly inconsistent: some tools use verb_noun (generate_qr_code, convert_currency), others use *_calc or calculate_* (mortgage_calculator, calculate_date), and a large block uses single vague words (summarize, translate, grammar, faq, quiz). The mixed convert_* and *_convert patterns (convert_units vs speed_convert) further break predictability.
338 tools is an extreme count, far beyond the 50+ threshold for a score of 1. Most are trivial one-function utilities like flip_coin, roll_dice, reverse_text, and pad_text, which bloat the tool surface and make selection dramatically harder without adding meaningful capability.
The server has no coherent domain—it is a grab-bag of physics, finance, text, color, code, and web utilities—so completeness is ill-defined and impossible to satisfy. Despite enormous breadth, coverage is fragmented (many near-duplicate readability/color/loan tools) while whole categories like image processing or PDF handling are absent.