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Monte Carlo Agent Toolkit

plugin

Monte Carlo Agent Toolkit gives AI coding agents data observability superpowers across the full data lifecycle. Before querying a table, the agent checks freshness, alerts, and monitor coverage. When an alert fires, it triages, traces root cause, and proposes fixes. When code changes a dbt model, it surfaces blast radius before the edit lands. It plans monitor coverage on new domains, tunes noisy monitors, diagnoses slow pipelines, identifies storage waste, and generates validation queries for P

Works with: Claude Code (native)
native: this artifact type is that client's own format

Work: Data quality · Observability · Incident response

Who it is for: Data engineer · DevOps / SRE

Install (Claude Code):

/plugin marketplace add anthropics/claude-plugins-community
/plugin install monte-carlo-agent-toolkit@claude-community

Not graded: its only documentation never names it. A grade read off another project’s document would borrow its credit, or its blame.

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Monte Carlo Agent Toolkit scores 60 today. Pro keeps the series, so you can see whether that is a project getting better or one on its way down.

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source ↗  ·  plugin:monte-carlo-data/mc-agent-toolkit/monte-carlo-agent-toolkit

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Measured 2026-09-13  ·  scorer s5  ·  how  ·  something wrong here?