AI Goldmine

Free AI Developer Tools: Context and Cost Parsers

Building AI applications is easier with the right developer utility tools. This directory compiles free utilities, parsers, and playgrounds to help you optimize token usage and build applications.

Interactive AI Token Calculator

Want to calculate your exact parameters and operational expenses? Run the calculations locally inside your browser.

Launch AI Token Calculator

1. Token Counting and Estimation Tools

Token counters (like our Token Calculator) parse text locally in the browser, helping you estimate prompt sizes and verify model input compliance.

2. Prompt Playground and Tracing Sandboxes

Use playgrounds (Google AI Studio, OpenAI Playground) to test prompts and system instructions, and use tracing tools to debug agent steps.

3. Local Execution Sandboxes

Ollama and LM Studio let you run open weights models locally on your machine, providing a free sandbox environment for testing integrations.

Frequently Asked Questions

Are these developer tools free?

Yes. The tools in this directory are free with no account requirements, and run client-side in your browser.

How does the Token Calculator help developers?

It lets you paste prompts to see estimated token counts and costs across different model providers instantly, helping you optimize prompts.