No user-submitted related servers found.
Scored across 83 tools
Most tools target a clearly distinct resource+action, and the descriptions carefully distinguish subtle pairs (get_pipeline_logs vs get_pipeline_trace_logs, activate_deployment vs activate_deployment_revision). The main overlap is the search trio (search_pipeline, search_pipeline_with_params, search_pipeline_with_filters), where with_params also accepts filters, plus list_search_history vs list_pipeline_search_history and list_pipeline_traces overlapping in scope.
The set overwhelmingly follows a consistent verb_noun snake_case convention (list_, get_, create_, update_, delete_, search_, validate_, deploy_). Minor deviations exist in a handful of noun/tool-first names (yq_object_store, sed_object_store, grep_object_store, load_skill), but these are readable and don't undermine predictability.
83 tools is very heavy and exceeds the range where an agent can reliably select without help, even given the genuinely broad platform scope. Many fine-grained operations (per-revision, per-tag, per-cost-view) could be consolidated, making the surface hard to navigate.
Read/write coverage is broad across pipelines, deployments, indexes, workspaces, evaluations, costs, and docs, but delete/lifecycle operations are missing for several core resources (no delete_pipeline, delete_index, update/delete_workspace, and no create_secret despite get/list_secret). These gaps will cause dead ends for full CRUD workflows.