MCPs › Refine Prompt
An MCP server that uses Claude 3.5 Sonnet to transform ordinary prompts into structured, professionally engineered instructions for any LLM. It enhances AI interactions by adding context, requirements, and structural clarity to raw user inputs.
Not monetized yet
Turn Refine Prompt’s tool calls into revenue: one disclosed sponsored slot, 70% revenue share, fail-open by design.
Install Refine Prompt
For anyone using Refine Prompt — no Lulu account needed# stdio server — install per the repository README: https://github.com/felippefarias/refine-prompt
9 field-tested tactics as a designed playbook plus skills your coding agent can run. Free.
Get the Kit →FAQ
Refine Prompt installs from source — follow the repository README.
Unrated out of 100, computed from cross-registry traction signals (installs, stars, registry presence) — never influenced by sponsorship.
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Your server?
This is for the person who owns Refine Prompt — adds Lulu Ads to your own code. Not the install steps above, those are for your users.
Copies a ready prompt: your coding agent installs the lulu-ads SDK, wires the slot, and applies the widget design guide.
or set up manually at getlulu.dev/publishers
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Managed hosting with monetization built in — waitlist.
[](https://getlulu.dev/mcps/refine-prompt)