Vaultbeat MCP Server
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TDQS
Scored across 33 tools
The read tools are cleanly separated by metric, and the write tools are deliberately split into replace/append pairs with emphatic warnings, so an agent can usually select correctly. The main residual ambiguities are the entry/append pairs and vaultbeat_sync_sleep vs get_sleep_detail, whose names don't fully telegraph their different purposes.
Reads follow get_<metric>, writes follow log_<domain>_<mode>, analytics share the metric_* pattern, and server operations use the vaultbeat_* prefix. Minor deviations — vaultbeat_sync_sleep is a read under a different prefix, log_note lacks the _entry suffix, and vaultbeat_status/doctor are noun-like — are noticeable but don't undermine predictability.
At 33 tools this is a heavy surface for an agent to navigate, well past the 25+ threshold. Many get_* tools repeat identical owner-filtering and coverage semantics and could be consolidated, even though each metric has some unique fields.
The server covers an unusually broad set of health metrics, provides read, append, replace, and deliberate delete paths for the writable domains, and includes diagnostics plus a binding lifecycle. Minor gaps remain — no water-logging write, no dedicated symptom-logging tool (worked around via log_note_append) — but agents can generally proceed without dead ends.