SciGlyph MCP Server
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TDQS
Scored across 7 tools
Each tool has a fairly distinct role: browse taxonomy, get one asset, search, list by category, build a URL, get usage examples, and fetch library metadata. The main potential confusion is between search_assets and list_by_category (both return asset lists), and between get_asset and get_url (both locate an asset), but descriptions clarify the difference (keyword vs. category browsing; ID lookup vs. path construction).
All tools share a consistent 'sciglyph_' prefix followed by a verb_noun pattern (browse_categories, get_asset, search_assets, list_by_category, get_url, get_usage_examples). The only deviation is library_info, which is noun-only, but it remains readable and clearly scoped.
Seven tools is well-scoped for a read-only scientific illustration library: taxonomy browsing, search, category listing, asset detail, URL construction, usage guidance, and library metadata. No redundant or filler tools.
The surface covers the core read-only browsing lifecycle: discover taxonomy, search/filter, list by category, retrieve asset details, build direct SVG URLs, and learn embedding usage. Minor gaps exist (no pagination or bulk/multi-asset retrieval, and no way to list the entire flat asset set), but these are workable for the stated purpose.