MCP Prompt Optimizer
Rank #92,316glama/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 #92,316 of 132,046 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 39,730 of 132,046 servers on MCP Toplist.
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No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Fgrandinh%2Fmcp-prompt-optimizer)<a href="https://mcptoplist.com/server/glama%2Fgrandinh%2Fmcp-prompt-optimizer"><img src="https://mcptoplist.com/badge/glama%2Fgrandinh%2Fmcp-prompt-optimizer.svg" alt="MCP Toplist: #92,316 of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
grandinh
Other servers by grandinh
View all grandinh servers →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 MCP Prompt Optimizer?
- MCP Prompt Optimizer is maintained by grandinh, which publishes 2 MCP servers (0 total versions) tracked on MCP Toplist.
- Is MCP Prompt Optimizer listed on the Official MCP Registry?
- 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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