The reputation layer for AI skills, tools & agents

prefrontal-systems/prefrontalos

Score: 19.6 Rank #13896

MCP server for AI assistant behavior pattern detection and intervention - helping break trial-and-error loops through systematic debugging

Overview

prefrontal-systems/prefrontalos is a Python MCP server licensed under AGPL-3.0. MCP server for AI assistant behavior pattern detection and intervention - helping break trial-and-error loops through systematic debugging

Ranked #13896 out of 25632 indexed tools.

Ecosystem

Python AGPL-3.0

Signal Breakdown

Stars 1
Freshness 4mo ago
Issue Health 50%
Contributors 0
Dependents 0
Forks 0
Description Good
License AGPL-3.0

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 128 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Badge

AgentRank score for prefrontal-systems/prefrontalos
[![AgentRank](https://agentrank-ai.com/api/badge/tool/prefrontal-systems--prefrontalos)](https://agentrank-ai.com/tool/prefrontal-systems--prefrontalos)
<a href="https://agentrank-ai.com/tool/prefrontal-systems--prefrontalos"><img src="https://agentrank-ai.com/api/badge/tool/prefrontal-systems--prefrontalos" alt="AgentRank"></a>

Matched Queries

"mcp server""mcp-server"
Are you the maintainer? Claim this listing