MDx.

Think with me.

A multi-agent AI system that carries your expertise, judgment, and voice. Five specialized agents. One mind.

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Not a chatbot.
A cognitive architecture.

Four pillars separate MDx from every AI assistant, copilot, and agent framework on the market. Each one is deliberate. Each one is differentiating.

🧠

Cognitive Identity

Your expertise, voice, frameworks, and judgment — encoded into the system. This is what makes it you, not a generic assistant.

📡

Business Context

Three-tier knowledge architecture with RAG, document intelligence, and self-improving gap detection that identifies what your twin doesn't know yet.

Agent Execution

Five specialized agents, an intelligent orchestrator, twelve tools, skills architecture, and parallel multi-agent coordination.

📈

Continuous Learning

Feedback loops, voice drift detection, improvement proposals, and memory that compounds. Gets better every conversation.

Five agents.
One mind.

Each agent is a specialist. The orchestrator reads your intent and routes to the right one... or runs several in parallel for complex questions.

🎯
Advisor
Strategy, decisions, trade-offs
"Should I reorg my platform team into pods or squads?"
💬
Coach
People leadership, feedback
"My senior engineer missed three deadlines. How do I have this conversation?"
🏗️
Architect
Technical decisions, system design
"Event-driven vs request-response for our new microservices?"
🧩
Problem Solver
First-principles breakdown
"I'm stuck on our migration strategy. Walk me through the trade-offs."
📋
Compliance
Regulatory guidance, policy
"What OSFI guidelines apply to our cloud-native deployment?"

Ask one question.
Get the full picture.

The orchestrator classifies your intent and routes to the right agents. Complex questions get broken down and handled in parallel.

You
You
I need to restructure my platform team and decide whether to build or buy our API gateway. Also, how should I frame this change to my VP?
Orchestrator routes to 🎯 Advisor 🏗️ Architect 💬 Coach
🎯
Advisor strategy
Real talk... domain-aligned model is the move here. Group by business capability, not technical layer. You get clear ownership → faster decisions → less "who owns this?" drama…
🏗️
Architect technical
API gateway → start managed. Kong or AWS API Gateway. Don't build custom until you're hitting real extensibility walls... TCO almost always favors buy at your scale. Save the engineering calories for what differentiates you.
💬
Coach people
When you pitch this to your VP... lead with outcomes, not architecture diagrams. Open with the pain (delivery speed), then the lever (structural change), then the proof (measurable results). Keep it tight... execs tune out after slide 3.

Built for real work.

Conversations

Multi-agent chat that actually flows.

Ask anything. The orchestrator reads your intent and routes to the right agent. Agents hand off context to each other mid-conversation. No manual switching. Real-time streaming so you see the thinking as it happens.

Today
🎯 Yo whaddup - goes ...
💬 Help me think throu...
Yesterday
🏗️ Like you cant check ...
🎯 You dont know the d...
💬 I'd like to discuss th...
This Week
🧩 Are you able to see t...
🏗️ You all good, how ar...
🎯 Yo whaddup? How's...
🎯 MDx Multi-agent advisory system
Yo whaddup - goes goes it?
🎯 MD (Advisor)
Yo...whaddup? Goin solid here - you? What's cookin?
🔊 Listen
👍 👎
Yeah man...got more coding to do
🎯 → 🏗️ Switching to Architect
🏗️ MD (Architect)
Nice... what ya hackin on this weekend? Spill.
🔊 Listen
👍 👎
Continuing work on MDx - getting ready to go full open source
🎤
Ask MD anything...
Voice

Talk naturally. Get spoken responses.

Push-to-talk voice interface powered by Whisper and OpenAI TTS. Ask a question out loud, get a spoken answer. Perfect for when you're thinking through something and don't want to type.

MD (Advisor) is listening
Listening...
🎤
"How should I approach the conversation with my VP about restructuring the team?"
Push to talk · Release to send
Knowledge

Self-improving knowledge that grows with you.

Three tiers of knowledge: always-in-context principles, RAG-powered document search, and self-improving gap detection that identifies what your twin doesn't know yet... and asks you to fill in the blanks.

Knowledge Base
Documents
Gaps
Proposals
📋
Leadership Principles & Decision Frameworks
TIER 1 Always in context
🏗️
Platform Architecture Decision Records
TIER 2 RAG indexed · 2,400 chunks
💬
Coaching Playbook — Difficult Conversations
TIER 2 RAG indexed · 890 chunks
⚠️
Remote Team Management
GAP DETECTED Asked 7x · No docs found
📊
Vendor Negotiation Framework
TIER 1 Always in context
Admin

Full visibility. Complete control.

Dashboard with metrics, user management, role-based access, audit trails, and conversation analytics. See what your team is asking, which agents they use, and how the system is performing.

Admin Dashboard
Dashboard Users Roles Knowledge Audit
Users
24
+3 this week
Conversations
1,247
+12% vs last week
Avg Response
1.8s
-0.3s improved
Satisfaction
94%
+2% vs last month
Conversations · Last 14 Days
M
T
W
T
F
S
S
M
T
W
T
F
S
S
Recent Activity
Jessica asked Architect about API gateway patterns · 3m ago
Marcus used Coach for team feedback prep · 12m ago
Knowledge gap detected: M&A integration playbook · 1h ago

Not just my twin.
Yours.

MDx is a framework. The agents, knowledge system, and orchestrator are designed to be reconfigured for any leader. Swap in your expertise, your voice, your tools.

🧬

Persona System

Define your cognitive identity in YAML. Your frameworks, your communication style, your decision patterns. The system adapts.

🔧

Skill Bundles

YAML-defined capability packages injected into agent context. Create skills for your domain, your industry, your team's needs.

🔗

Multi-LLM

Own the orchestration, consume the models. Swap between Grok, Claude, GPT, or any provider. Per-agent overrides built in.

MD

I built MDx because I kept running out of hours.

As VP of Platforms & Engineering at a Fortune 500, I give the same strategic advice across a dozen teams. The same architectural guidance. The same coaching patterns. Not because my people can't think for themselves... they're brilliant... but because they're asking for my specific lens on things.

I couldn't clone myself. So I built a cognitive twin instead.

MDx isn't a chatbot with a costume. It's five specialized agents trained to think the way I think... my frameworks, my trade-off calculus, my way of cutting through ambiguity. When my team asks "what would MD say about this?", now there's an answer even when I'm in back-to-back meetings.

I'm open-sourcing the framework because I believe every leader deserves this. The models are commodities. Your thinking is the differentiator.

Own the orchestration. Consume the models.

~ MD
Engineering Exec, Fortune 500

Own the orchestration.
Consume the models.

MDx Cognitive Twin Platform

v4.4
Interfaces
Chat
Voice (STT + TTS)
Admin Dashboard
Agents
Advisor
Coach
Architect
Solver
Compliance
Core
Orchestrator + Intent Classification + Delegation
Routes intent → delegates across agents → synthesizes parallel results
Skills Architecture + 12 Integrated Tools
doc_search · web_search · decision_logger · compliance_scanner · agent_handoff · mdx_code
Knowledge
Tier 1: In-Context
Tier 2: RAG (pgvector)
Tier 3: Gap Detection
Trust
5-Tier RBAC · RLS on All Tables · 4 Guardrail Modules · Full Audit Trail
Enterprise security and governance from day one
LLM Providers → Grok  ·  Claude  ·  GPT  ·  Hot-Swap Per Agent
5
Agents
12+
Tools
129+
Endpoints
56k+
Lines of Code
3
LLM Providers
MCP
Federation

Start thinking together.

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