Ranch.Bot MCP Server
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TDQS
Scored across 82 tools
Descriptions work hard to separate overlapping tools, but the set still has genuinely confusable clusters: three EID lookups (lookup_animal_by_eid, find_or_create_animal_by_eid, and the deprecated find_animal_by_identifier), two parallel birth-recording routes (preview_birth_event/confirm_birth_event vs preview_workflow/commit_workflow with amend_birth), and create_record vs create_traceability_event for similar dated events. get_birth_source_evidence vs get_birth_history_evidence and farm_archive's multiplexed list/status/create/cancel/download add further selection risk.
The overwhelming majority follow a clean snake_case verb_noun pattern (list_animals, create_record, update_location, archive_location). Deviations are minor and readable: farm_archive uses noun_verb order and bundles five operations into one name, and a few tools are noun-only (traceability_report, recent_transport_suggestions) with no verb.
82 tools is far beyond the 25+ threshold and includes redundancy (a deprecated alias, two birth submission pipelines, multiple near-duplicate evidence readers). The livestock domain is broad, but the surface still feels bloated rather than each tool earning its place.
Coverage is deep and largely full-lifecycle: animals, groups, locations, records, traceability events, births, chute sessions, rations/feedings, imports, workflow templates, tasks, and protocols all have read/write/archive paths. Minor gaps exist, e.g. list_memories has no corresponding create/delete memory tool in the surface, and rations/feedings/chute sessions lack delete operations.