SERVER
MCP Prompt Optimizer
Rank #47317glama/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.
First listed
Dec 29, 2025
Last publish date
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OVERVIEW
MCP Prompt Optimizer is a Model Context Protocol (MCP) server published by grandinh. It ranks #47317 of 58,832 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.
STANDING
#47,317of 58,832 tracked servers
Ranks ahead of 11,515 of 58,832 servers on MCP Toplist.
REGISTRIES
Listed on 1 registry
ORGANIZATION
grandinh
VERSIONS
Not versioned
This server is published through a registry that does not expose explicit version metadata. The listing tracks a single rolling release.
FAQ
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.
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