Iconik MCP Server
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TDQS
Scored across 85 tools
Most tools map cleanly to distinct resources and actions, with a consistent list/get/search hierarchy. A few pairs like get_asset_file_set_details vs get_asset_file_set and get_subtitle_webvtt vs get_transcription_subtitles have somewhat overlapping boundaries, but the descriptions generally make the intended target clear.
The set overwhelmingly follows a snake_case verb_noun pattern: list_*, get_*, search_*. Minor deviations such as check_collection_archive_health, search_faceted, and get_storage_for_purpose break the pattern slightly but do not make the naming chaotic.
With 85 tools, the surface is extremely large and exceeds even the 50+ threshold for an extreme mismatch. Many serial getters for closely related sub-resources like proxies, keyframes, formats, and file sets could be consolidated, making the tool set overwhelming for agents.
Read coverage is broad: assets, collections, metadata, storage, jobs, users, groups, and shares are all represented. However, the surface is almost entirely read-only; there are no create, update, delete, upload, ingest, metadata-editing, share-management, or job-control tools, so core media management workflows cannot be completed.