AI prompt compressor

Send shorter prompts to any AI model.

Token Ape removes repeated text before your prompt reaches the model. It keeps the important parts your output depends on.

30–60%

Prompt reduction

80%+

Long context

Any LLM

Works before

compression flow

Before → After

Less context. Same intent.

Before

1,248

Too much text

Compress

After

612

50.9% saved

JSON

IDs

URLs

For prompts, files, logs, RAG, and agents.

GPTClaudeGeminiMistralLlamaCustom LLM

Product

Compress before you send.

Remove repeated text. Keep the important parts.

Shorten input

Compress prompts, files, logs, and agent context before the model call.

Keep key details

Preserve JSON keys, IDs, URLs, numbers, code terms, and output rules.

Track savings

See tokens before, tokens after, and estimated reduction.

Savings

Long context wastes more tokens.

Prompts

Remove repeated instructions.

46%

Before

2,800

After

1,520

Files & logs

Shrink noisy pasted context.

87%

Before

48,000

After

6,400

Agents & RAG

Trim tool output and memory.

58%

Before

12,400

After

5,180

Modes

Choose your compression level.

Go light, balanced, or aggressive.

10–25%

Gentle

Light cleanup.

20–45%

Smart

Best default.

45–75%

Power

For long context.

API

Compress through API.

Send input. Get compressed context back.

Keep JSON

Shrink files

Trim agents

Keep format

compression api

Compression API

Ready

POST /v1/compress

{
  "mode": "smart",
  "input": "Long prompt..."
}

Pricing

Simple monthly pricing.

Start saving tokens before every model call.

Early price

Token Ape

$2.99

/month

Prompt compression for everyday AI users.

Chrome extension

Prompt, file, log, and agent compression

Preserves IDs, URLs, JSON keys, and code terms

Savings dashboard

API access

Cancel anytime

Send less. Keep meaning.

Compress before the model sees your prompt.