One layer.Every AI, upgraded.
Your ideas shouldn't depend on perfect prompts. We're building a layer that refines every question and brings your tools to Gemini, Claude, ChatGPT, and Grok.
Your favorite AI. Your tools. One connected workflow.
Less explaining. More getting things done.
Your brief, files and previous decisions shouldn't live in separate tabs. Promptless is designed to bring the right context into the question you're asking now.
- 350ml insulated cup
- Office workers · takeaway coffee
- Friendly · no hard sell
Write one publish-ready hook for a 350ml cup, aimed at office workers buying takeaway coffee. Start with a morning habit; keep it friendly, without a CTA or invented features.
Share the product and audience so I can write a suitable hook.
“You stop for coffee every morning. Have you ever brought your own cup along?” A friendly opening for the 350ml cup, grounded in office workers' takeaway-coffee habit.
Illustrative sample answers · not live AI.
Scenarios, sources and answer comparisons are illustrative. This local preview doesn't call an AI or connect to real workspace data.
One MCP layer. A world of possibilities.
You ask naturally. The rest falls into place.
The vision is simple: connect once, keep asking, and let a quiet intelligence layer prepare the prompt and tool context behind each question.
idea → prompt → agentConnect your world once.
Choose the tools and context you want available. The planned MCP gateway brings them into one reusable layer.
YOUR TOOLS. YOUR PERMISSIONS.Ask like a human.
No prompt formula to memorize. The future Prompt Doctor adds structure and identifies missing context for each new question.
EVERY QUESTION, A STRONGER STARTKeep using the AI you love.
The refined prompt and approved tools can be prepared for your chosen AI through a provider-specific integration. Your workflow stays yours.
GEMINI · CLAUDE · CHATGPT · GROKBig capabilities. Small learning curve.
The heavy lifting happens behind the scenes. You're free to focus on what your agent should do.
A better prompt, without the guesswork.
Turn a rough request into clear instructions. Find missing context, compare versions, and give Claude a stronger starting point.
Help me research my competitors.
Act as a market researcher. Compare competitors by product, audience, and positioning. Cite sources, flag unknowns, and deliver a concise brief.
Illustrative prompt transformationThe tools it needs. Nothing it doesn't.
Search, run code, work with files. Choose built-in MCP tools and bring them into the same workflow.
From the first thought to the first test.
System prompt, tool definitions, and agent configuration. One starting point you can test and refine.
Explore the demoLove the workflow? Give it an agent.
The Claude-first builder turns a repeatable task into a blueprint you can refine. Try the local preview below.
An idea is all you need.
Take the builder for a spin. Start with an example, or make it your own.
Let's build something great.
Take the builder for a spin. Start with an example, or make it your own.
Your idea, taking shape.
Describe what you need. We'll turn it into a structured agent configuration you can explore.
A local demo. No Claude API calls or external tool connections.
What will you put in motion?
A useful agent starts with a real problem. Here are a few places to begin.
A few things you might be wondering.
Do I need to know how to write prompts?
No. Start by describing what you want your agent to do in everyday language. Prompt Doctor is designed to help turn that idea into clearer, more complete instructions.
What is connected in this demo?
The AI-layer preview shows authored examples of a short question, a refined prompt, and before/after answers across eight work categories. The builder exports a sample agent configuration. Neither preview calls an AI service, runs tools, or deploys agents.
Will this work with Gemini, Claude, ChatGPT, and Grok?
That is the direction we're exploring. Each service needs its own integration and permissions. An MCP connection does not automatically rewrite every message inside an existing chat app. This page previews the shared workflow; those provider integrations are planned.
Which tools are planned for the MVP?
The initial built-in toolkit covers Web Search, Code Execution, File Access, HTTP Requests, and Memory. Custom MCP plugins, a marketplace, and more advanced collaboration are planned for later phases.
Can I edit the agent after building it?
The product is designed around iteration: update your system prompt, change tools, and test again. In this demo, you can edit your idea, change the tool selection, and rebuild the sample blueprint.
Is Promptless made by Anthropic?
Promptless is an independent product concept built around the Claude ecosystem. Claude and MCP references describe the intended integrations; they do not imply an official partnership or endorsement.
Your AI knows a lot. Let it know your world.
Your questions. Your context. More possibilities for the AI you already love.
Try your next question