Prompt Auto-Optimizer MCP Server by sloth-wq

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Prompt Auto-Optimizer

Provider

sloth-wq

Classification

community

Est. Downloads

This is our estimate of how many downloads occurred of this server across the MCP ecosystem (not specific to any single platform). We use a mix of publicly available data, social signals, and more to feed an algorithm that drives this estimation.

438

Released On

Aug 4, 2025

Popularity Ranking

Our estimate as to where this MCP server implementation ranks on the global leaderboard of usage.

#4,762 (#5,051 this week)

Optimizes prompts through genetic algorithms that automatically evolve and improve prompt performance across multiple generations using multi-objective optimization, trajectory recording, and reflection-based failure diagnosis for production environments requiring high-quality prompt outputs.

GitHub Repo (3 stars)

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