What is Prompt Auto-Optimizer?

Prompt Auto-Optimizer is a AI tool that Optimizes prompts through genetic algorithms that automatically evolve and improve prompt performance across multiple generations using multi-objective optimization, trajectory recording, and reflecti. It has a Nerq Trust Score of 40/100 (E). 3 GitHub stars. Published by https://github.com/sloth-wq/prompt-auto-optimizer-mcp. Last analyzed September 2026.

Why This Score

• ⚠️ Security: 0/100 — Some security concerns
• ⚠️ Maintenance: 0/100 — Maintenance activity is low
• ⚠️ Community: 3 stars, 0 downloads — Growing community
• ⚠️ Transparency: License: Not specified — No license specified

Trust & Safety Overview

What Prompt Auto-Optimizer Does

Prompt Auto-Optimizer is a mcp_server in the AI tool category. 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.. It is published by https://github.com/sloth-wq/prompt-auto-optimizer-mcp and has no specified license. With 3 GitHub stars and 0 downloads, it has a small community of users and contributors.

Who Should Use Prompt Auto-Optimizer

Prompt Auto-Optimizer is recommended only for experimental use. Consider alternatives with higher trust scores for production systems.

Details

How to Get Started

Check the trust score before installing:

curl nerq.ai/v1/preflight?target=prompt-auto-optimizer

Setup guide · Full safety report · Production review · Is it safe?

Safer Alternatives

Frequently Asked Questions

Last updated September 2026. Trust scores based on automated analysis of public data.