MCP Prompt Optimizer
Rank #47386glama/grandinh/mcp-prompt-optimizer
Automatically analyzes and optimizes AI prompts by calculating clarity scores, detecting risks, asking clarifying questions, and adding domain-specific requirements to improve AI interaction quality.
MCP Prompt Optimizer is a Model Context Protocol (MCP) server published by grandinh. It ranks #47386 of 58,900 servers tracked on MCP Toplist. MCP Prompt Optimizer is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Dec 29, 2025.
Ranks ahead of 11,514 of 58,900 servers on MCP Toplist.
Use MCP Prompt Optimizer
MCP 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
grandinh
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 MCP Prompt Optimizer?
- Automatically analyzes and optimizes AI prompts by calculating clarity scores, detecting risks, asking clarifying questions, and adding domain-specific requirements to improve AI interaction quality.
- Who maintains MCP Prompt Optimizer?
- MCP Prompt Optimizer is maintained by grandinh, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is MCP Prompt Optimizer an official MCP server?
- MCP Prompt Optimizer is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MCP Prompt Optimizer have?
- MCP Prompt Optimizer ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for MCP Prompt Optimizer?
- The source code for MCP Prompt Optimizer is hosted at github.com/grandinh/mcp-prompt-optimizer.