Unified system setup and onboarding combining welcome guidance, setup checklist, and email verification. Key actions: show_welcome, setup_checklist, check_status, validate_email. Use get_capabilities() for complete action list.

Unified Slack integration management combining configuration, OAuth workflow, and setup assistance. Key actions: list_configurations, get_configuration, set_default_configuration, initiate_oauth, guided_setup, quick_setup. Use get_capabilities() for complete action list.

Tool introspection providing detailed description of each tool's function

AI spending alerts and anomaly monitoring with three alert types: (1) Spike Detection - create_threshold_alert for real-time monitoring, (2) Budget Threshold - create_cumulative_usage_alert for period tracking, (3) Relative Change - create with alertType RELATIVE_CHANGE and INCREASES_BY/DECREASES_BY operators for trend detection. Supports persistence-based triggering with triggerAfterPersistsDuration. Use get_examples() for comprehensive usage guidance.

Business analytics and cost analysis with enhanced statistical anomaly detection and new entity detection. Key actions: get_provider_costs, get_model_costs, get_customer_costs, get_api_key_costs, get_agent_costs, get_user_costs, get_tool_costs, get_top_tools, get_tool_costs_by_agent, get_tool_costs_by_provider, get_cost_summary, analyze_cost_anomalies. For anomaly detection use: min_impact_threshold, include_dimensions. For new entity detection use: detect_new_entities, min_new_entity_threshold. Use get_examples() for parameter guidance and get_capabilities() for status.

Submit AI transaction metering metadata and lookup existing AI transactions metered by Revenium. Receive guidance for writing new integrations to Revenium's AI metering API using python and typescript. Key actions: submit_ai_transaction, lookup_transactions (requires transaction IDs), lookup_recent_transactions (browse without IDs), get_integration_guide, list_ai_models, validate. Supports Python and JavaScript integration examples. Use get_capabilities() for full guidance.

Unified system diagnostics combining configuration analysis, auto-discovery debugging, and log analysis. Key actions: environment_variables, debug, get_internal_logs, analyze_operations. Use get_capabilities() for complete action list.