The Enterprise Token Compression Layer for Code Agents.

Cut your OpenAI and Anthropic API bills by up to 40%—without degrading AI performance.

🛑 The Problem

If your engineering team uses autonomous AI agents, Copilot, or Cursor, you are bleeding money on redundant context. Every time an agent reads a 2,000-line file to fix a 5-line bug, you pay for 1,995 lines of noise.

As your codebase scales, your LLM API costs scale exponentially.

🟢 The Solution: DietToken

DietToken sits invisibly between your developers and your LLM provider. Using a proprietary AST (Abstract Syntax Tree) parser and Semantic Graph Analysis, it dynamically compresses your source code and conversational prompts before they hit the LLM.

By stripping boilerplate, compressing unreferenced functions, and minimizing syntax, DietToken delivers the exact same AI output using significantly fewer input tokens.

📊 The Impact

Tokens Saved This Quarter: 2.8 Billion+
Average API Cost Reduction: 38%
Trusted By: 140+ Engineering Teams
Average ROI: $4,200/mo saved per 50 developers

🔒 Zero-Trust, Air-Gapped Architecture

Enterprise Security is our core feature.

We know your proprietary source code is your most valuable asset. CTOs and Security Teams love DietToken because of our architectural boundary:

The Open-Source Shell (This Repository): You can audit 100% of the network requests. You will see that zero source code ever leaves your machine.
The Local Black Box: The actual token compression happens entirely locally on the developer's machine via our compiled Core Engine. The only thing sent to our cloud is a raw telemetry integer: bytes_saved.

🛠 Features

1. The Offline CLI (Proof of Value)

Don't trust our marketing. Prove the ROI on your own codebase in 60 seconds. The DietToken CLI runs 100% offline and generates a CFO-ready savings report.

npx diettoken-ai-optimizer /path/to/your/enterprise/codebase

Run this command while disconnected from the internet to verify your code never leaves your machine.

2. VS Code Extension

Provides real-time token optimization for developers using inline AI agents. Features a built-in sidebar dashboard tracking exactly how many dollars you've saved in your current session.

3. MCP Server Integration

Seamlessly plugs into the Model Context Protocol (MCP). Your automated agents will automatically use DietToken to compress their context windows without any change to their underlying logic.