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PublishedCIS MCP Server Benchmark v1.0.0Download it free from CIS (opens in a new tab)
AI Security Lab

AI Security Lab

Interactive practitioner tools for MCP and agentic AI security, aligned with the CIS MCP Server Benchmark v1.0.0.

These tools help practitioners think through AI system risk, tool access, autonomy, and control mapping. They are simplified educational aids, not formal audits or certifications.

4 interactive tools
0 data collected
100% runs in your browser
Personal educational tool: These tools are part of Andrew Dannenberger's personal professional website. They are simplified educational aids and approximations, not official CIS assessments, audits, certifications, or products, and not formal security evaluations.
01 Live
Practical

AI System Risk Triage

Answer a set of questions about your AI system and generate a basic risk profile covering exposure, data sensitivity, tool access, control gaps, and key recommended controls.

⏱ 3–5 minutes
AI/LLM AI Agents MCP
Open →
02 Live
Practical

MCP Tool Risk Explorer

Select the tools an MCP-connected AI agent can access and see how risk changes across authorization scope, tool type, data sensitivity, and action impact. Controls point to the related CIS MCP Server Benchmark section.

⏱ 3–5 minutes
MCP Benchmark
Open →
03 Live
Practical

MCP Security Checklist

An interactive checklist organized around the 10 domains of the CIS MCP Server Benchmark v1.0.0, from governance and transport to supply chain and isolation. Plain-language items with section references. Track your coverage and copy the result.

⏱ 10 minutes
MCP Benchmark
Open →
04 Live
Advanced

MCP Confused-Deputy Visualizer

Pick a confused-deputy attack against an MCP-connected agent, then toggle controls (instruction isolation, human approval, per-user authorization, least-privilege scope, parameter validation) to watch exactly where each attack gets blocked.

⏱ 5 minutes
MCP Benchmark
Open →

How This Lab Works

01

Practitioner-first

Tools are designed for security practitioners, developers, and AI adopters, not compliance officers. The goal is actionable thinking, not checkbox completion.

02

No backend, no tracking

All tools run entirely in your browser. No data is sent anywhere, no account required, no session is stored.

03

Grounded in public frameworks

Tools draw on the CIS MCP Server Benchmark v1.0.0, the CIS Controls AI Companion Guides, OWASP LLM Top 10, and NIST AI RMF, simplified and explained in plain language. Benchmark-aligned tools cite section numbers so you can go to the full guidance.