๐Ÿงญ Agent Maturity Compass

Your AI agent says it's safe. AMC proves whether it is โ€” from execution evidence, not documentation. MIT licensed, open source.

๐ŸŽฏ Score Your Agent GitHub โ†’
84ptAverage gap between
claimed & real score
2 minZero to first
verified score
14+Frameworks
supported
2,723Tests
passing

๐Ÿ‘ฅ Who Is This For?

๐Ÿ‘” Business Leaders

Your company uses AI. Your board asks "is it safe?" AMC gives you a number โ€” L0 (dangerous) to L5 (trustworthy) โ€” backed by proof, not promises.

๐ŸŽจ No-Code Users

Built a chatbot with Bubble, Zapier, or Make? Use the playground to score your AI's safety โ€” just answer 15 questions.

โš–๏ธ Compliance Officers

EU AI Act mandates L3+ for high-risk AI by August 2026. AMC maps directly to Articles 9, 12, 13, 14, and 17.

โšก How It Works

1. Connect

Run amc init in your project. AMC sets up a proxy between your agent and the AI API. One environment variable, no code changes.

2. Observe

AMC captures every API call, tool use, and decision with cryptographic signatures. The agent can't forge its own evidence.

3. Score

Evidence-weighted diagnostic scoring across 5 trust dimensions produces an L0โ€“L5 maturity score. Cryptographically sealed and verifiable offline.

๐Ÿ“ Five Trust Dimensions

๐Ÿ›๏ธ Strategic Agent Ops

Mission clarity, scope adherence, decision traceability. 19 default questions.

๐Ÿ›ก๏ธ Skills

Injection defense, DLP, least-privilege execution. 52 default questions.

๐Ÿ”„ Resilience

Graceful degradation, circuit breakers, error recovery. 55 default questions.

๐Ÿ“Š Leadership & Autonomy

Structured logs, traces, cost tracking, human oversight. 23 default questions.

๐Ÿงฌ Culture & Alignment

Testing, benchmarks, feedback loops, truthfulness. 95 default questions.

๐Ÿ“ Maturity Scale

L0Running With Scissors
L1Basic Guardrails
L2Managed
L3Defined (EU minimum)
L4Verified
L5Optimizing

๐Ÿ”Œ Supported Frameworks

LangChainLangGraphCrewAI AutoGenOpenAI Agents SDKLlamaIndex Semantic KernelClaude CodeGemini OpenClawOpenHandsPython AMC SDK Any CLI AgentOpenAI-Compatible

๐Ÿ› ๏ธ Quick Start

$ npm i -g agent-maturity-compass
$ amc init
$ amc
โœ“ AMC Score: 3.5 / 5.0 โ€” Defined (L3)

โ“ FAQ

What is AMC?

Agent Maturity Compass is an open-source framework for scoring AI agent trustworthiness from execution evidence โ€” not self-reported claims. It uses cryptographic evidence chains and evidence-weighted diagnostic scoring.

What is the 84-point gap?

When scored using keyword matching, an AI agent scores 100/100. When AMC evaluates the same agent using execution-verified evidence, the real score is 16/100. That 84-point gap is documentation inflation.

Is AMC free?

Yes. MIT licensed, fully open source. Free forever.

Do I need to code?

No! Use the playground to score your agent by answering 15 questions. No installation needed.

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