handy_prompt_lab
Rank #122,472glama/glitchassassin/handy-prompt-optimizer
MCP server for building a user-approved transcript corpus from Handy, optimizing post-processing prompts against LM Studio, and promoting winning inference settings.
handy_prompt_lab is a Model Context Protocol (MCP) server published by glitchassassin. It ranks #122,472 of 137,138 servers tracked on MCP Toplist. handy_prompt_lab is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jul 29, 2026.
Ranks ahead of 14,666 of 137,138 servers on MCP Toplist.
Use handy_prompt_lab
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%2Fglitchassassin%2Fhandy-prompt-optimizer)<a href="https://mcptoplist.com/server/glama%2Fglitchassassin%2Fhandy-prompt-optimizer"><img src="https://mcptoplist.com/badge/glama%2Fglitchassassin%2Fhandy-prompt-optimizer.svg" alt="MCP Toplist: #122,472 of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
glitchassassin
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 handy_prompt_lab?
- handy_prompt_lab is maintained by glitchassassin, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is handy_prompt_lab listed on the Official MCP Registry?
- handy_prompt_lab is not on the Official MCP Registry. It is listed on Glama.
- How many versions does handy_prompt_lab have?
- handy_prompt_lab ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for handy_prompt_lab?
- The source code for handy_prompt_lab is hosted at github.com/glitchassassin/handy-prompt-optimizer.
Do you run this server?
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