Google PageRank for AI agents. 25,000+ tools indexed.

pitstop-scan-demo MCP Server

SirBrenton/pitstop-scan-demo

Score: 50.4 Rank #2296 AI Tool
Are you the maintainer of SirBrenton/pitstop-scan-demo? Claim this listing →

A minimal, reproducible demo of Pitstop’s “breach guard” scanner. Feed it agent/tool exhaust (JSONL), get ranked hazard signatures + priced loss and a human report. One command (make scan-demo-local) writes reports/pitstop_report/*. Built to be low-friction, deterministic, and runnable in minutes.

Add AgentRank to Claude Code Discover and compare tools like SirBrenton/pitstop-scan-demo — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

SirBrenton/pitstop-scan-demo is a Python agent tool licensed under MIT. A minimal, reproducible demo of Pitstop’s “breach guard” scanner. Feed it agent/tool exhaust (JSONL), get ranked hazard signatures + priced loss and a human report. One command (make scan-demo-local) writes reports/pitstop_report/*. Built to be low-friction, deterministic, and runnable in minutes.

Ranked #2296 out of 25022 indexed tools.

In the top 10% of all indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 7mo ago

Last commit 7mo ago → stale

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Freshness high impact

Last commit was 210 days ago — a recent commit would boost your freshness score

Contributors medium impact

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

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

AgentRank score for SirBrenton/pitstop-scan-demo
[![AgentRank](https://agentrank-ai.com/api/badge/tool/SirBrenton--pitstop-scan-demo)](https://agentrank-ai.com/tool/SirBrenton--pitstop-scan-demo/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/SirBrenton--pitstop-scan-demo/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/SirBrenton--pitstop-scan-demo" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="SirBrenton/pitstop-scan-demo"></script>

Matched Queries

"agent tool"

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.