# CTRLRun (ctrlrun.dev)

Python library that checks each agent action against a policy, holds sensitive ones for approval, and ensures consequential actions run at most once.

- Atlas card: https://inite.ai/en/atlas/ctrlrun.dev
- Site: https://ctrlrun.dev
- For: Python developers who need consequential AI agent actions, like refunds, checked against rules and human approval before they run.
- Categories: dev
- Use 31/100 · alive 100/100

## Used for

- Gate agent refunds behind amount-based approval rules
- Route sensitive agent actions to a person for sign-off
- Block agent actions that match no allow rule

## Price

Not read yet.

## For developers

- MCP server: io.github.CTRLRun/ctrlrun-mcp-operator (github)
- Read 2026-10-22

## Your data

- Certifications stated: none
- Read 2026-10-22

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Source: INITE Atlas, https://inite.ai/en/atlas/ctrlrun.dev. JSON: https://inite.ai/api/atlas/ctrlrun.dev. MCP: https://inite.ai/api/mcp (atlas_lookup).