prompt-refiner
Rank #27765smithery/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 #27765 of 58,832 servers tracked on MCP Toplist. prompt-refiner is listed across 2 registries — Smithery and Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Apr 3, 2026.
Ranks ahead of 31,067 of 58,832 servers on MCP Toplist.
Use prompt-refiner
prompt-refiner doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry (1 delisted)
saurabhjambure-pixel
Not versioned
This server is published through registries that do not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is prompt-refiner?
- 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.
- Who maintains prompt-refiner?
- prompt-refiner is maintained by saurabhjambure-pixel, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is prompt-refiner an official MCP server?
- prompt-refiner is not on the Official MCP Registry. It is listed on Smithery and Glama.
- How many versions does prompt-refiner have?
- prompt-refiner ships as a single rolling release with no explicit version metadata.
- 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.