monte-carlo-dataOfficial·15 Agent Skills Included

mc-agent-toolkit

Data observability: incident triage, monitoring, and cost analysis

Brings Monte Carlo data observability into coding editors: triage alerts, find root causes, and remediate data incidents. Creates and tunes monitors, checks table health, and assesses dbt/SQL change impact before edits ship. Eliminates manual dashboard digging by surfacing lineage, freshness, and blast radius directly in the editor. Also covers storage cost cleanup, pipeline performance diagnosis, and metadata ingestion setup.

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npx skills add monte-carlo-data/mc-agent-toolkit --all -g -y

All Skills in This Repository (15)

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📦 In Repo

monte-carlo-data

monte-carlo-incident-response

Orchestrate end-to-end incident response by sequencing existing Monte Carlo skills.

monte-carlo-proactive-monitoring

Coordinates monitoring assessment and gap identification workflows across your fleet.

monte-carlo-prevent

Surface Monte Carlo health, lineage, and alerts when editing dbt models or SQL files.

monte-carlo-analyze-root-cause

Trace lineage and analyze Monte Carlo observability data to identify data incident root causes.

monte-carlo-monitoring-advisor

Analyze data coverage and generate monitors-as-code YAML for warehouses and AI agents.

monte-carlo-automated-triage

Design, test, and deploy automated triage workflows for Monte Carlo alerts.

monte-carlo-asset-health

Aggregate freshness, alerts, monitors, and upstream lineage into a structured health report.

push-ingestion

Generate push ingestion scripts for Monte Carlo's Ingestion API across data warehouses.

generate-validation-notebook

Generate Monte Carlo SQL validation notebooks for changed dbt models.

monte-carlo-performance-diagnosis

Diagnose pipeline performance issues across Airflow, dbt, and Databricks.

tune-monitor

Analyze Monte Carlo monitor reports and configurations to reduce alert noise.

monte-carlo-storage-cost-analysis

Identify stale tables and generate cleanup recommendations via the analyze_storage_costs MCP pipeline.

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Advanced

Frequently Asked Questions

FAQPage Schema

How to install mc-agent-toolkit?▼

Run `npx skills add monte-carlo-data/mc-agent-toolkit --all -g -y` in your terminal to install all skills globally. You also need a Monte Carlo account and the Monte Carlo MCP server configured.

What does mc-agent-toolkit do?▼

It connects your coding editor to Monte Carlo so you can triage data alerts, investigate root causes, create monitors, and check table health without leaving your editor.

Can it check dbt changes before I merge?▼

Yes. The prevent skill automatically runs a change impact assessment before any dbt or SQL model edit, showing downstream blast radius and monitor gaps, then generates validation queries after.

Which editors does mc-agent-toolkit support?▼

It ships plugins for Claude Code, Cursor, Copilot CLI, Codex, OpenCode, and Cortex Code, and works with any editor that supports MCP and the SKILL.md format.

Can it help reduce warehouse storage costs?▼

Yes. The storage cost analysis skill finds unread, zombie, and dead-end tables in Snowflake, BigQuery, Redshift, and Databricks, then verifies with lineage whether cleanup is safe.