OCR Text Cleaner

How to use this text tool

1. Paste messy text into the input box.
2. Choose the cleanup mode and options.
3. Run the cleaner and review the Cleanup Score.
4. Copy or download the cleaned result.

What this tool does

The result shows the cleaned version of your text plus a practical report for ocr text cleaner changes.

Automatic cleanup is helpful, but important documents should still be reviewed manually before final use.

Example

Input:

Th1s 0CR text l00ks br0ken.
The modem reader can misread rn as m.
Sorne words are split   badly.

Run the tool to generate a cleaned version with statistics and a Cleanup Score.

Use cases

• Cleaning copied PDF, OCR, or email text.
• Preparing plain text for publishing, CRM, notes, or documents.
• Removing formatting noise before editing or translation.

Tips for better output

• Keep a backup of the original text when cleaning long documents.
• Use conservative modes for legal, academic, or technical text.
• Check names, formulas, citations, and code after automatic cleanup.

Processing details

This page runs fully in the browser. It does not upload your text to a server. The processing logic is deterministic and designed for fast text cleanup.

Very complex layouts, legal formatting, programming code, and tables may need manual review after automatic cleanup.