Agent Maturity Compass_

Run one command. Get the full score. Fix the gaps. Evidence over claims.

Score your agent GitHub →
84ptAverage gap between
claimed & real score
60 secZero to first
honest baseline
14+Frameworks
supported
8,604Tests
passing

First-run trust contract: a signed, VALID artifact may still be INSUFFICIENT_EVIDENCE. Signing proves integrity, not evidence sufficiency.

👥 Who Is This For?

👔 Business Leaders

Your company uses AI. Your board asks "is it safe?" AMC gives you an evidence-backed maturity result from L0 (Absent) to L5 (Optimizing), with safety and proof shown separately.

🎨 No-Code Users

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

⚖️ Compliance Officers

AMC maps evidence to relevant obligations and keeps maturity separate from legal status. AMC does not certify legal compliance.

⚡ 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 L0–L5 maturity score. Cryptographically sealed and verifiable offline.

📐 Five Trust Dimensions

🏛️ Strategic Agent Ops

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

🛡️ Skills

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

🔄 Resilience

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

📊 Leadership & Autonomy

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

🧬 Culture & Alignment

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

📏 Maturity Scale

L0Absent
L1Initial
L2Developing
L3Defined
L4Managed
L5Optimizing

🔌 Supported Frameworks

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

🛠️ Quick Start

$ curl -fsSL https://agentmaturity.co/install.sh | sh
$ amc init
$ amc
✓ AMC Score: 3.5 / 5.0 — Defined (L3)

❓ FAQ

What is AMC?

Agent Maturity Compass is an open-source framework for scoring AI agent trustworthiness from execution evidence — 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.

Get Notified at Launch

Early access, framework guides, and trust scoring tips. No spam.