Prophets
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TDQS
Scored across 3 tools
Each tool has a clearly distinct purpose: content search, speaker listing, and per-speaker talk listing. Although search can be filtered by speaker slug and list_talks also uses speaker slugs, the descriptions make the boundary between finding passages and enumerating talks clear.
The set mostly follows a predictable snake_case verb_noun pattern with list_speakers and list_talks. The bare verb search is a minor deviation but remains readable and intuitive.
Three tools are well matched to this focused reference/search server, with no redundant or extraneous operations. Each tool supports a core workflow: discovering speakers, browsing their talks, and searching content.
The surface covers discovery and search well, but there is no explicit get_talk or full-transcript retrieval tool. That is a minor gap if users want to read an entire talk rather than search passages or list titles.