Vibecode With Confidence

Code2Text lets you export your entire codebase as a clean, AI-readable document—so you can step outside your build tool, get real answers from your favorite chatbot, and return with clarity.

// Before: Multiple files, hard for LLMs to process

project-folder/

├── src/

├── main.js

└── utils.js

├── package.json

└── README.md

// After: Single LLM-friendly text file

# project-folder/src/main.js

function main() { console.log("Hello world"); }

# project-folder/src/utils.js

export const formatData = (data) { ... }

How Code2Text Works

Convert your codebase to LLM-friendly text in three simple steps.

Upload your zipped project

Drop in your codebase—whether it's a small side project or a sprawling app.

We format it

Code2Text flattens the folder structure and organizes your files without altering or omitting any content—ensuring every line is preserved for maximum LLM clarity.

Get an AI-optimized file

Upload it into ChatGPT, Claude, or Gemini and get fresh insight on bugs, features, structure, or strategy.

Step outside your tool. Think through your build.

Code2Text lets you collaborate with your LLM without risking unwanted changes to your files.

Keep your flow

No more battling your coding agent for half-baked guesses. Give your LLM the full story and get answers that actually move your project forward.

Total control

We don't touch your files unless you choose to save. Convert locally, then decide what to keep.

Use any LLM

Your output file works seamlessly with any major chatbot—ChatGPT, Claude, Gemini, Grok, and more.

Actually useful answers

Instead of guessing, your AI now understands the full scope of your app.

Works with your favorite AI assistants

Compatible with All Major LLM Platforms

Code2Text creates a universal format that works with any AI chat platform.

🤖

ChatGPT

OpenAI's powerful chat model with code understanding capabilities.

Google Gemini

Google's multimodal AI that excels at code comprehension.

🔍

Grok

xAI's conversational model with strong technical knowledge.

🧠

Claude

Anthropic's assistant with excellent code analysis features.

👨‍💻

Copilot

GitHub's AI pair programmer for developers.

📝

Bard

Google's language model with code understanding.

Frequently Asked Questions

Everything you need to know about Code2Text.

Still have questions?

Contact our support team

Now You Can:

Export your code. Import perspective. Return to your build with confidence.