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AETRE v0.1.0
Adaptive Epistemic Triage & Discovery
Open Science Engine • Native Rust • Model Context Protocol

Empowering Breakthrough Ideas in the
Age of Abundance

AETRE is an intelligent decision-support engine designed to help researchers, scientific conferences, and visionary investors discover, nurture, and elevate extraordinary breakthroughs with clarity and fairness.

Add AETRE to Claude Desktop or Cursor in 1 click Free via Smithery
npx -y @smithery/cli install grayclayton/aetre --client claude

Focus on What Truly Matters

Uses Bayesian Value-of-Information (VOI) to guide expert human attention where it creates the greatest impact, ensuring promising ideas get the deep, constructive feedback they deserve.

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Supportive Reviewer Workflows

Dynamically balances review queues and pacing to protect community well-being, giving evaluators the time and space to write thoughtful, high-quality reviews.

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Discovering Bold Breakthroughs

Specially calibrated for high-potential, unconventional ideas and transformative founders that traditional consensus scoring might otherwise overlook.

Built for Creators & Evaluators

Your Co-Pilot for Scientific & Venture Excellence

Whether you're preparing a research submission, organizing an academic symposium, or supporting the next generation of founders, AETRE provides objective, transparent mathematical diagnostics that elevate the quality of human decision-making.

Accessible & Flexible

Plans for Every Stage of Discovery

Open-source for independent researchers; collaborative solutions for institutions and funds.

Community Open Core
$0 / forever

Complete open-source mathematical engine for students, independent researchers, and developers.

  • Unlimited Bayesian VOI & Queueing tools
  • 3 Free Author Pre-Flight scans / mo
  • 18 Stdio MCP Tools for Claude & Cursor
  • AGPL-3.0 Open-Source License
Get Started on GitHub
Recommended for Authors
Pro Researcher / Author
$19 / scan (or $49/mo)

Your personal pre-flight companion to refine drafts, polish arguments, and submit with confidence.

  • Unlimited Pre-Flight Draft Scans
  • Constructive clarity & consensus diagnostics
  • Semantic novelty insights vs. literature corpus
  • Actionable suggestions to strengthen your narrative
Request Pro Access
Institutions, Chairs & Funds
$1,500 / mo

For venture funds, conference chairs, and grant foundations seeking deep cohort insights.

  • Large-scale cohort triage (10,000+ submissions)
  • Direct integrations with Airtable, Affinity & SQL
  • Custom calibration on historical cohort outcomes
  • Commercial License (AGPL copyleft exemption)
Connect with Our Team
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Let's Elevate Great Ideas Together

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