mc-agent-toolkit

Name: mc-agent-toolkit
Author: monte-carlo-data

monte-carlo-data February 25, 2026

76 copies 0 downloads

Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude Code, Cursor, and more.

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 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
Monitoring Advisor	Analyzes data coverage across warehouses and use cases, identifies monitoring gaps, and creates monitors to protect critical data.	README
Monitor Creation	Guides AI agents through creating monitors correctly — validates tables, fields, and parameters before generating monitors-as-code YAML.	README
Prevent	Surfaces lineage, alerts, and blast radius before code changes. Generates monitors-as-code and targeted validation queries to prevent data incidents.	README
Generate Validation Notebook	Generates SQL validation notebooks for dbt model changes, with targeted queries comparing baseline and development data.	README
Push Ingestion	Generates warehouse-specific collection scripts for pushing metadata, lineage, and query logs to Monte Carlo.	README
Automated Triage	Guides AI agents through automated alert triage — scoring alerts, running deep troubleshooting on high-signal ones, classifying, and taking actions.	SKILL
Storage Cost Analysis	Identi

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