MCP Prompt Optimizer
Rank #11160glama/Bubobot-Team/mcp-prompt-optimizer
This MCP server provides research-backed prompt optimization tools and professional domain templates designed to improve AI performance through strategies like Tree of Thoughts and Medprompt. It enables users to analyze, auto-optimize, and refine prompts using advanced reasoning patterns and safety-critical alignment techniques.
MCP Prompt Optimizer is a Model Context Protocol (MCP) server published by Bubobot-Team. It ranks #11160 of 58,900 servers tracked on MCP Toplist, and its repository has 23 GitHub stars. MCP Prompt Optimizer is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jan 19, 2026.
Ranks ahead of 47,740 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
Bubobot-Team
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?
- This MCP server provides research-backed prompt optimization tools and professional domain templates designed to improve AI performance through strategies like Tree of Thoughts and Medprompt. It enables users to analyze, auto-optimize, and refine prompts using advanced reasoning patterns and safety-critical alignment techniques.
- Who maintains MCP Prompt Optimizer?
- MCP Prompt Optimizer is maintained by Bubobot-Team, 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/Bubobot-Team/mcp-prompt-optimizer.