Monte Carlo Agent Toolkit
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-communityNot graded: its only documentation never names it. A grade read off another project’s document would borrow its credit, or its blame.
- tashan score: 60.0
- Adoption: 1 repos
- Upkeep: 93.0
- Freshness: 84.0
- Evidence coverage: 84% of the inputs this score can use — the rest are unknown, and the score is discounted for it
- Health: active
- GitHub stars: 90
- Contributors: 16
- License: Apache-2.0
Security audit
Not scanned yet. We audit npm-published capabilities for known advisories, install-time scripts and permission surface; this one has no npm package we can resolve, or has not reached the queue.
You searched for one. Check the rest of your stack:
npx tashan-cli doctorReads the config already on your machine and names what is dead, deprecated or running code at install time. No account, nothing uploaded.
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.
- The whole series behind any row, back to the first day we measured it
- The replacement, named — not just the news that something died
tashan doctorover your own config, on your own machine
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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?