Text repair tool

OCR Cleanup Tool

Clean scanned text with line-wrap repair, ligature fixes, punctuation spacing, and dictionary-backed OCR substitutions like 0/O, 1/l/I, rn/m, and vv/w.

Runs Locally

This tool runs in your browser. Files never leave your device.

Drag and drop scanned text exports here. Everything runs locally in the browser.
231
characters
38
words
15
suspicious tokens
0
corrections
Cleaned output
Review highlighted corrections before replacing source text.
Th1s 1s an examp1e 0f OCR text. The cust0mer narne was scanned frorn a printed inv0ice. The rep0rt in- cludes broken line wraps, extra spaces, and smart ligatures like fi and fl. T0tal arnount: $125.OO Ernail: support@example.corn

What this tool does

OCR Cleanup Tool fixes the common mistakes that come from scanned and OCR'd text, like stray line breaks, swapped characters, and split words, so a messy paste turns back into clean, readable text. It is the quick fix for text you copied out of a scan or a PDF that came through garbled.

How it works

Paste your OCR'd text and the tool cleans up the usual errors in your browser, then hands back tidied text you can copy. Nothing is uploaded.

When to use OCR Cleanup Tool

Cleaning text copied from a scanned document
Fixing garbled output from an OCR tool
Tidying a messy paste before you use it
Repairing broken line breaks and split words

FAQ

What does it fix?

Common OCR artifacts like stray breaks, swapped characters, and split words.

Does it change the meaning?

No. It cleans formatting and obvious errors, not the content.

Are my files uploaded anywhere?

No. Everything runs in your browser and the text never leaves your device.