---
title: "pyinfra"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20260915-f4c107995a2e"
generatedAt: "2026-09-15T07:02:20.000Z"
canonicalUrl: "https://toolvitals.com/tools/pyinfra/"
jsonUrl: "https://toolvitals.com/api/agent/tools/pyinfra"
indexable: true
---

# pyinfra

🔧 pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.

## Decision context

- Status: active
- ToolVitals score: 94/100
- Health score: 95/100
- Shipping score: 92/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 100/100
- Last evidence check: 2026-09-15

## Classification

- Use case: Infrastructure as Code (infrastructure-as-code)
- Category: DevOps (devops)
- Tool mode: Source-visible project
- Openness: OSI-approved OSS
- License: MIT
- Tags: open-source, cloud-management, configuration-management, high-performance, infrastructure, pyinfra, python, remote-execution, infrastructure-as-code, server-automation

## Public repository signals

- Repository: [pyinfra-dev/pyinfra](https://github.com/pyinfra-dev/pyinfra)
- Stars: 5997 (adoption context only)
- Forks: 544
- Open issues: 160
- Last commit date: 2026-09-15
- Releases in 90 days: 1

## Source receipts

- [Official website](https://pyinfra.com/) — checked 2026-09-15
- [Source repository](https://github.com/pyinfra-dev/pyinfra) — checked 2026-09-15

## Discovery status

- Search indexable: yes
- Reason: sufficient tool evidence

## Interpretation limits

- ToolVitals scores summarize bounded public maintenance, shipping, openness, and evidence signals. They are not user-review ratings.
- GitHub stars and related popularity metrics are adoption context, not quality evidence.
- Missing values mean not collected or not confidently established; they do not mean zero.
- Public signals do not prove security, uptime, support quality, customer satisfaction, or production suitability.
- Verify material decisions against the linked first-party sources and your own requirements.