Magic Potion
Visual drag-and-drop prompt editor for crafting, organizing, and reusing prompts across OpenAI, Anthropic, and Google models.
Pick Magic Potion if you write a lot of prompts and want a visual editor and shared library instead of scattered text files and chat tabs.
Skip it if you need agent orchestration, RAG, evals, or a programmatic API - this is a prompt authoring tool, not an LLM platform.
Magic Potion is a browser-based prompt engineering workbench that turns prompt design into a visual, drag-and-drop exercise instead of a wall of text. You assemble blocks of instructions, context, and variables into reusable 'prompt stacks,' preview their output against the major LLM providers (OpenAI, Anthropic, Google), and save them to a library you can iterate on or share.
It's pitched at creators, marketers, and prompt-heavy power users who are tired of pasting half-remembered prompts between ChatGPT tabs and Notion docs. The differentiation is the visual editor and the cross-provider preview, which matters if you A/B prompts between Claude and GPT-4 class models. It's a hosted SaaS with a register/login flow at my.magicpotion.app; pricing is not surfaced on the public marketing page, suggesting a freemium-style account model where you sign up to see plans.
It's not a model itself and not an agent runtime, so don't expect tool-use, RAG, or production deployment hooks out of the box. Treat it as a prompt IDE and library rather than an orchestration layer.
A tidy little prompt IDE that scratches a real itch for people who treat prompts as artifacts worth versioning. The visual editor plus cross-provider preview is the right product idea; the open question is whether the library and collaboration features can earn a paid subscription against free alternatives like the OpenAI Playground or Anthropic Workbench.
— The AI Tool Bible editorial team
Pros
- ✅ Visual block-based editor is faster than maintaining prompts in plain text files
- ✅ Multi-provider preview across OpenAI, Anthropic, and Google in one UI
- ✅ Library/stack model encourages reusable, versioned prompts
- ✅ Clean, focused scope - it does one thing
Cons
- ⚠️ Pricing is gated behind signup, not on the marketing site
- ⚠️ No public API documentation visible from the landing page
- ⚠️ Not an agent or RAG framework - prompt authoring only
- ⚠️ Smaller indie product without the ecosystem of bigger prompt platforms
Use cases
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