Simple Prompt Optimizer
Rank #60,845pulsemcp/chumbayoumba-simple-prompt-optimizer
Transforms user prompts into optimized versions using the CO-STAR framework with instant improvement and deep critique-and-refine modes.
Simple Prompt Optimizer is a Model Context Protocol (MCP) server published by chumbayoumba. It ranks #60,845 of 137,492 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. Simple Prompt Optimizer is listed on PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Jan 18, 2026.
Ranks ahead of 76,647 of 137,492 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/pulsemcp%2Fchumbayoumba-simple-prompt-optimizer)<a href="https://mcptoplist.com/server/pulsemcp%2Fchumbayoumba-simple-prompt-optimizer"><img src="https://mcptoplist.com/badge/pulsemcp%2Fchumbayoumba-simple-prompt-optimizer.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
chumbayoumba
Not versioned
This server is published through a registry that does 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
- Who maintains Simple Prompt Optimizer?
- Simple Prompt Optimizer is maintained by chumbayoumba, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Simple Prompt Optimizer listed on the Official MCP Registry?
- Simple Prompt Optimizer is not on the Official MCP Registry. It is listed on PulseMCP.
- How many versions does Simple Prompt Optimizer have?
- Simple Prompt Optimizer ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Simple Prompt Optimizer?
- The source code for Simple Prompt Optimizer is hosted at github.com/chumbayoumba/simple-prompt-optimizer.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.