I've been building AI applications for a while, and I noticed a common problem — most prompt engineering tools online require sign-ups, send your data to servers, or are hidden behind paywalls.
So I built AI Prompt Toolkit — a collection of 7 free tools that run entirely in your browser. No sign-up. No servers. No data collection. 100% private.
Estimate characters, words, and token usage before sending prompts to LLM APIs. Uses the ~4 chars/token approximation that works well for GPT-style models.
Paste any sample JSON object and instantly get a valid JSON Schema (Draft 2020-12 compliant). Supports nested objects, arrays, and all primitive types.
Validate model responses against your schema with type checking, required field validation, and path-level error reporting. Catches AI output failures before they reach production.
Turn messy prompt notes into clean, numbered instruction blocks. Removes noise and structures your prompt for better AI comprehension.
Remove control characters, extra spacing, and malformed line breaks from prompts. Great for cleaning up copy-pasted text before sending to an LLM.
Extract variables like `{name}`
, `{{city}}`
, `[tone]`
, and :language
from any prompt template. Supports 4 syntaxes and sorts results alphabetically. A premium interface to polish prompts, compare original vs optimized side-by-side, and copy the refined version.
Most AI prompt tools send your data to external servers. That's a problem when you're working with:
AI Prompt Toolkit processes everything locally. Your prompts, JSON data, and text never leave your browser.
The toolkit also includes 25+ blog guides on prompt engineering, JSON schema design, LLM workflows, and AI productivity:
I'd love to hear your feedback! What other tools would be useful for your prompt engineering workflow?
All tools are free and open for anyone to use. No sign-up required.