monte-carlo-data/mc-agent-toolkit
86 stars · Last commit 2026-05-27
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.
README preview
# 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. > Using Claude.ai (web or desktop) instead of a coding agent? Monte Carlo is a [verified connector](https://claude.com/connectors/monte-carlo) in the Claude directory — [install it directly](https://claude.ai/directory/connectors/monte-carlo). ## 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. Skills are grouped by the job they help you do. Orchestrated workflows sequence individual skills into guided multi-step flows; atomic skills can be invoked directly by name. Both are loaded the same way. ### Trust — pre-query and pre-build checks | Skill | Description | Details | |---|---|---| | **Asset Health** | Single-table health report: freshness, active alerts, monitor coverage, importance, and upstream issues. Run before building on a table. | [README](skills/asset-health/README.md) | ### Incident Response — triage, investigate, fix