prompt-refiner
Rank #61,262smithery/vibecode-mcp/prompt
Fix your vibe coding prompts before they reach the AI. Scores and rewrites across 4 dimensions — no API key, no server, just npx. Now with codebase-aware context injection for design, database, API, auth, testing, and state management.
prompt-refiner is a Model Context Protocol (MCP) server published by saurabhjambure-pixel. It ranks #61,262 of 137,492 servers tracked on MCP Toplist. prompt-refiner is listed across 2 registries — Smithery and Glama, with 1 release tag tracked from its GitHub repository. It was first listed on Mar 29, 2026 and most recently updated on Mar 29, 2026.
Ranks ahead of 76,230 of 137,492 servers on MCP Toplist.
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[](https://mcptoplist.com/server/smithery%2Fvibecode-mcp%2Fprompt)<a href="https://mcptoplist.com/server/smithery%2Fvibecode-mcp%2Fprompt"><img src="https://mcptoplist.com/badge/smithery%2Fvibecode-mcp%2Fprompt.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
saurabhjambure-pixel
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.0.2 | Mar 29, 2026 |
Frequently asked questions
- Who maintains prompt-refiner?
- prompt-refiner is maintained by saurabhjambure-pixel, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
- Is prompt-refiner listed on the Official MCP Registry?
- prompt-refiner is not on the Official MCP Registry. It is listed on Smithery and Glama.
- How many versions does prompt-refiner have?
- No registry surfaces explicit version metadata for prompt-refiner; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Mar 29, 2026.
- Where can I find the source code for prompt-refiner?
- The source code for prompt-refiner is hosted at github.com/saurabhjambure-pixel/vibe-prompt-mcp.
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