Agent Toolkit
Monte Carlo's Agent Toolkit is a suite of agents that bring data observability into your development workflow — at the editor, PR review, and CI/CD stages.
What's in the toolkit
| Tool | What it does |
|---|---|
| MC Prevent | Surfaces MC context in your editor before and during code changes. Assesses blast radius, generates monitors, and validates changes. |
| MC Generate Validation Notebook | Generates validation queries from a pull request and packages them into MC notebooks for direct testing. |
| MC Push Ingestion | Generates warehouse-specific collection scripts and guides you through pushing metadata, lineage, and query logs to Monte Carlo. |
| PR Agent (coming soon) | Code review and impact analysis on pull requests. |
| CI Agent (coming soon) | Pipeline gating based on MC observability signals. |
Prerequisites
- Monte Carlo account with Editor role or above
- Monte Carlo MCP server — configure with:
claude mcp add --transport http monte-carlo-mcp https://integrations.getmontecarlo.com/mcpThen authenticate: run /mcp in Claude Code, select monte-carlo-mcp, and complete the OAuth flow in your browser.
Installation
Monte Carlo recommends installing via plugin. Plugins bundle the skill with hooks, configuration, and pre-configured tool permissions for the best experience.
See each tool's page for specific install instructions.
Updated about 3 hours ago