mc-agent-toolkit

# MC Agent Toolkit

Monte Carlo's official toolkit for AI coding agents. Brings data observability — lineage, monitoring, validation, alerting, and metadata ingestion — directly into your development workflow. The toolkit bundles multiple skills into a single plugin that works across supported editors.

## Features

The toolkit bundles the following capabilities as a single **mc-agent-toolkit** plugin. Each feature is a [skill](skills/) that can also be used standalone.

| Feature | Description | Details |
|---|---|---|
| **Asset Health** | Checks the health of a data table — surfaces last activity, alerts, monitoring coverage, importance, and upstream dependency health. | [README](skills/asset-health/README.md) |
| **Monitoring Advisor** | Analyzes data coverage across warehouses and use cases, identifies monitoring gaps, and creates monitors to protect critical data. | [README](skills/monitoring-advisor/README.md) |
| **Monitor Creation** | Guides AI agents through creating monitors correctly — validates tables, fields, and parameters before generating monitors-as-code YAML. | [README](skills/monitor-creation/README.md) |
| **Prevent** | Surfaces lineage, alerts, and blast radius before code changes. Generates monitors-as-code and targeted validation queries to prevent data incidents. | [README](skills/prevent/README.md) |
| **Generate Validation Notebook** | Generates SQL validation notebooks for dbt model changes, with targeted queries comparing baseline and development data. | [README](skills/generate-validation-notebook/README.md) |
| **Push Ingestion** | Generates warehouse-specific collection scripts for pushing metadata, lineage, and query logs to Monte Carlo. | [README](skills/push-ingestion/README.md) |
| **Automated Triage** | Guides AI agents through automated alert triage — scoring alerts, running deep troubleshooting on high-signal ones, classifying, and taking actions. | [SKILL](skills/automated-triage/SKILL.md) |
| **Storage Cost Analysis** | Identi