persona-profile-mcp
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TDQS
Scored across 8 tools
The tools are mostly distinct: search vs get vs list cover retrieval, create/update cover profile lifecycle, and add/update/delete cover facts. The main potential confusion is between add_facts (append new) and update_fact (modify existing), but the descriptions provide clear guidelines on when to use each. update_profile and update_fact are also distinct (profile-level vs fact-level).
All tools follow a consistent verb_noun pattern: search_profiles, get_profile, list_profiles, create_profile, update_profile, add_facts, update_fact, delete_fact. Retrieval verbs (search/get/list) and mutation verbs (create/update/add/delete) are cleanly separated with consistent snake_case.
8 tools is a well-scoped set for a persona profile server. Each tool has a clear purpose covering retrieval, profile management, and fact management. The count is neither thin nor bloated for the domain.
The server covers the full lifecycle well: search/get/list, create/update for profiles, and add/update/delete for facts. The intentional absence of a delete_profile tool is documented as a design decision (with workaround guidance), and there's no glaring missing operation for the core workflow.