Simple Prompt Optimizer
Rank #30525pulsemcp/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 #30525 of 58,900 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 28,375 of 58,900 servers on MCP Toplist.
Use Simple Prompt Optimizer
Simple Prompt Optimizer 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
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
- What is Simple Prompt Optimizer?
- Transforms user prompts into optimized versions using the CO-STAR framework with instant improvement and deep critique-and-refine modes.
- 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 an official MCP server?
- 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.