Tools for prompt engineering, token counting, and AI response analysis. Everything runs locally in your browser.
Prompt Formatter
Format and structure AI prompts with markdown preview and template variables.
AI Token Counter
Count tokens for GPT-4, GPT-3.5, Claude, and Llama models.
AI Response Comparator
Compare AI model outputs side by side for quality evaluation.
JSON Schema to Prompt
Convert JSON schemas into structured AI prompts for structured output generation.
AI Regex Generator
Generate regular expressions from natural language descriptions.
JSON Explainer
Get a plain-English explanation of any JSON structure, including fields, types, and nesting.
SQL Query Builder
Build SQL queries from natural language descriptions using a pattern-based engine.
As AI becomes integrated into software development workflows, developers need tools to craft effective prompts, manage token usage, and compare AI model outputs. Whether you are building LLM-powered features, optimizing API costs, or fine-tuning prompts for better results, our AI utility tools help you work more efficiently with language models. All processing runs locally in your browser — your prompts and API keys never leave your device.
Structure and optimize prompts for LLMs with formatting options for system, user, and assistant messages. Improve response quality with well-structured prompts using our AI text tools.
Count tokens for different AI models (GPT-4, GPT-3.5, Claude). Estimate API costs and ensure your prompts fit within model context windows with our prompt tools online.
Compare responses from different AI models or prompt variations side by side. Evaluate response quality, consistency, and accuracy across configurations.
Use clear sections for instructions, context, and output format. Separating these improves LLM response accuracy and consistency.
Use our AI token counter to track token consumption and estimate costs. Staying within model context windows prevents truncation of important content.
A/B test different prompt phrasings and formats using our response comparator. Small wording changes can significantly impact output quality.
Request JSON or XML output format in your prompts for easier programmatic parsing. Our JSON schema to prompt tool helps generate consistent structured responses.
Yes, all AI utility tools are completely free with no usage limits or sign-up required. Use them as often as you need for any project.
No. All processing — token counting, prompt formatting, response comparison — happens locally in your browser. Nothing is sent to any server. Your prompts and API keys stay completely private.
Our AI token counter uses model-specific tokenizers that match the official tokenization methods used by GPT-4, GPT-3.5, Claude, and other popular models. This ensures your token counts match what you will be billed for.
Yes, once the page loads, all tools work offline since everything runs client-side. Bookmark them for offline use during development.
No. None of these tools require any API keys or external service connections. Everything is computed locally in your browser.