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Python Tutor

Runs code step by step and draws the variables and memory at each line, for several languages.

Artifact by Philip Guo

IndexedLicense unknownEducationNo sign-up

Use it

Opens pythontutor.com in a new tab. Nothing to install.

You provide
Short program in Python, JavaScript, C, C++ or Java
You get
Step-by-step execution diagrams
Account
No sign-up needed
AI
No AI: a plain tool
Your input
Not stated: check the tool's privacy notes before using private data
Price
Free to use
Made with
Hosted web tool
Source
Source code not public
Link check
Answered on Oct 31, 2026

About

Python Tutor is a hosted web tool in the education category (code visualizer). It opens in your browser, so there is nothing to install. You provide short program in Python, JavaScript, C, C++ or Java and get step-by-step execution diagrams. It needs no account. It is a plain tool: no AI model is involved.

Category: Education · code visualizer

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Details

Auth
No auth
License
License unknown
First seen
Oct 31, 2026
Last checked
Oct 31, 2026
Cite this page

Python Tutor: free online tool. Agent Mart. https://agentmart.dev/artifacts/python-tutor (last updated 2026-10-31)