Frontend Frameworks

code2flow

Convert Python and JavaScript code into DOT flowcharts for visualization.

Status
UnmaintainedNo commits in 1325 days.
Last checked
Checked · Oct 14, 2026
License
Open source
Pricing
Free tier · from $0

What it is

Code2flow is an open-source tool that converts your Python or JavaScript code into visual DOT flowcharts, aiding in understanding complex logic flows. It's particularly useful for developers who need to visualize the structure of their codebase for documentation or debugging purposes.

Code2flow stands out by offering a straightforward and open-source solution specifically tailored to converting Python and JavaScript code into DOT flowcharts, making it an ideal choice for developers who need clear visual representations of their code logic.

When it fits — and when it doesn’t

A good fit for

  • Developers who need to visualize their Python and JavaScript code for debugging or documentation purposes.

  • Educators looking to illustrate complex logic flows in programming courses.

Look elsewhere if

  • Projects that require visualization of languages other than Python or JavaScript.

  • Teams needing real-time flowchart generation as the tool is designed for local use.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited language support restricts broader use cases

    Only supports Python and JavaScript, no plans for additional languages in the near future

  2. 02

    Visualization quality can be poor with complex codebases

    Large projects may result in cluttered flowcharts that are hard to read

What it does well

  • Converts code into DOT flowcharts for easy visualization.

  • Supports Python and JavaScript languages.

  • Open-source with a permissive MIT license.

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up code2flow

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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code2flow — tracked on AI Navigator

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