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Scored across 39 tools
Most tools have clearly distinct purposes, well separated by backend (Prometheus/Loki/Grafana/Alertmanager) and by raw-read vs analysis. Minor overlaps exist in the scrape-health cluster (list_targets vs target_scrape_health vs target_scrape_health_analysis) and between loki_query and the canned loki_tail_errors, but the descriptions distinguish raw vs summarized vs analyzed views reasonably.
Names are consistently snake_case, with verb prefixes for mutations (create_/delete_/update_/expire_/reload_/undo_) and analysis-suffixed diagnostics. Many read/state tools are noun-phrases (firing_alerts, prometheus_tsdb_status, instant_query) rather than verb_noun, which is a minor deviation but internally predictable.
39 tools is heavy and well above the comfortable range, raising selection cost. However, the server legitimately spans four backends plus a cross-signal analysis layer and an undo/governance layer, so most tools do map to a real capability rather than being redundant.
Coverage is strong: full silence lifecycle (create/list/expire), alerts, rules, scrape targets, Loki queries, PromQL queries, dashboard read/update/delete, and a rollback layer. The notable gap is the absence of a create_dashboard tool (only update/delete exist), plus datasource/annotation operations are mostly read-only.