mgi-mind
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TDQS
Scored across 44 tools
There are genuine clusters of near-synonymous tools: mind_search/mind_browse/mind_recall/mind_recall_all, mind_add/mind_ingest, and mind_outcome vs mind_procedure_outcome (the former explicitly subsumes the latter). Worse, ~15 deprecated aliases (mind_fact_add, mind_quarantine_list, mind_vault_get, mind_session_start, etc.) directly duplicate the newer action-based tools, so an agent can easily pick the wrong one. Descriptions are unusually careful, which keeps this from scoring lower, but the overlap is real.
Nearly everything is snake_case under a shared mind_ prefix and follows a predictable verb_noun style (mind_search, mind_add, mind_learn). The main deviation is the new action-based noun-only tools (mind_fact, mind_library, mind_vault, mind_session, mind_quarantine) plus stateless names like mind_doctor and mind_context. Readable, but the mixed verb-style/noun-with-action convention is a minor inconsistency.
44 tools is far beyond the reasonable band for this domain, and the count is inflated by ~15 deprecated tools that still appear in the surface alongside their replacements. Even the ~29 active tools is heavy for what is essentially a memory store. Deprecation flags help, but shipping both generations at once bloats the set.
The lifecycle is unusually thorough: add/ingest, semantic search, browse, cross-type recall, knowledge-graph facts, procedures, skills, pinned blocks, sessions, vault, quarantine, provenance, outcome signals, export/import, consolidate, restore, stats and health checks. The only minor gap is that there is no clear in-place edit/update path for an ordinary memory (append + invalidate/delete are the only mutations).