Agentic Vibe icon

Agentic Vibe

Ship clinical and patient apps fast—web, iOS, Android, Mac, and Surface from one codebase. Auth, AI chat, and analytics come wired in, and the stack can self-host so PHI never leaves your environment. No need to choose build vs. buy — you get both.

1.6M+Platform Users
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MCP Architecture Guide for Healthcare

How to connect your healthcare systems (EHR, LMS, credentialing, patient portals) to AI agents — with HIPAA compliance.

Read the Guide

Agentic Vibe — Build Clinical & Patient Apps Fast, PHI Stays Home

Agentic Vibe is the developer toolkit for vibe coding on ibl.ai. Scaffold a complete app—auth, AI chat, profiles, analytics—and ship it to web, iOS, Android, Mac, and Surface from one codebase.

Health-system and digital-health teams build clinical and patient tools without standing up infrastructure, and the stack can self-host so PHI never leaves your environment.

For Health IT & Dev Teams: From Workflow to App

Scaffold in One CommandA full app with SSO, AI chat, a dashboard, and analytics—wired up so teams build the clinical tool, not the backend.
AI-Assisted BuildClaude Code skills and @iblai/mcp guide every feature—lean informatics teams ship like a larger shop.
One Codebase, Every PlatformWeb, desktop (Mac, Surface), and mobile (iOS, Android) from one project—meet clinicians and patients anywhere.
Identity & RBAC Built InSSO and roles flow from the platform or your IdP—no auth service to build and validate.
ResultClinical and patient apps in days, on a foundation the system controls.

For Clinical & Informatics Teams: Grounded and Safe

Agents Grounded in Your ContentWire apps to model-agnostic agents that cite approved clinical materials—answers staff can verify.
Reusable ComponentsChat, Profile, Notifications, and Analytics ship ready—consistent, accessible UI via shadcn/ui.
Tool Per Service LineStand up an app per department or program without rebuilding identity and infrastructure each time.
Usage VisibilityBuilt-in analytics show adoption across the system—report outcomes to clinical leadership.
ResultMore clinical tools shipped, all on one governed, observable foundation.

For CIOs & Compliance: PHI Under Your Control

Own the Code & DataSelf-host the full platform so PHI never leaves your environment—supporting your HIPAA obligations.
Model-AgnosticUse a vetted commercial model—or a self-hosted one for PHI workloads—and switch as policy evolves.
One Standard StackEvery app shares identity, agents, and analytics—fewer vendors and BAAs to manage.
Open Source & AuditableThe MIT toolkit is on GitHub—security and compliance can review it before clinical use.
ResultA healthcare app platform the system owns, with PHI that never leaves the building.

What's Inside Agentic Vibe (Highlights)

One-Command ScaffoldGenerate a full Next.js app—auth, AI chat, profile, analytics, and a dashboard—already wired up.
Backend Includediblai.app provides SSO auth, AI agents, analytics, and tenant management. No tokens to store, rotate, or leak.
Claude Code SkillsAdding a feature is a conversation. 30+ skills teach your AI agent how to build with the platform.
Pre-Built ComponentsDrop in Chat, Profile, Account, Notifications, Workflow, and Analytics—consistent design via shadcn/ui.
Ship EverywhereWeb (Vercel), desktop (macOS, Windows/Surface, Linux), and mobile (iOS, Android) via Tauri v2.
Model-Agnostic AgentsPoint agents at OpenAI, Gemini, Anthropic, Llama, or your own model—and switch anytime.
MCP Server for AI Coding@iblai/mcp gives Claude Code deep knowledge of components, hooks, and APIs as you build.
Own the Whole StackRun against hosted iblai.app or license the full platform and self-host—you keep the code and the data.
Open Source (MIT)The toolkit is on GitHub under MIT. Read it, fork it, extend it, and keep what you build.

Why Agentic Vibe Beats Rolling Your Own

Time to First AppAgentic Vibe: Minutes—scaffold ships with auth, chat, analytics | Typical stack: Days of boilerplate setup
BackendAgentic Vibe: Included (SSO, agents, analytics, tenancy) | Typical stack: Build and host it yourself
Cross-PlatformAgentic Vibe: Web + desktop + mobile from one codebase | Typical stack: Separate native projects
AI AssistanceAgentic Vibe: Claude Code skills + MCP guide every step | Typical stack: Docs scavenger hunt
Model ChoiceAgentic Vibe: Any LLM, swap anytime | Typical SaaS: Locked to one vendor's model
OwnershipAgentic Vibe: Own the code and data; self-host option | Typical SaaS: Vendor-controlled, no exit
LicenseAgentic Vibe: MIT open-source toolkit | Typical stack: Proprietary, per-seat

Benefits That Drive Impact

Health IT & DevsShip clinical apps in days—auth, chat, and analytics already wired.
Clinical TeamsBuild grounded, citable tools per service line without rebuilding infra.
CIOs & ComplianceSelf-host so PHI stays home; own the code and the model choice.

ibl.ai

Agentic Vibe is how you build on ibl.ai. Scaffold an app, wire it to the same agents and identity that power Agentic OS and Agentic LMS, and deploy it everywhere—one ownable AI operating system underneath every app you ship.

Start Building with Agentic Vibe

Get the Code on GitHubgithub.com/iblai/vibe — clone the toolkit and read the README
Install the Skillsnpx skills add iblai/vibe — teach your AI agent to build with ibl.ai
Scaffold Your AppOne command for a full app with auth, AI chat, and analytics

What our partners say about us

Chris Gabriel

Chris Gabriel | Google

Lorena Barba

Lorena Barba | George Washington University

Dr. Juana Mendenhall

Dr. Juana Mendenhall | Morehouse College

Juile Diop

Juile Diop | MIT

Adam Tetelman

Adam Tetelman | Nvidia

Jason Dom

Jason Dom | American Public University System

Benjamin Breyer

Benjamin Breyer | Columbia University

Ken Fujiuchi

Ken Fujiuchi | SUNY

Erika Digirolamo

Erika Digirolamo | Monroe College

David Flaten

David Flaten | SUNY

David Vise

David Vise | Modern States Education Alliance

Linda Wood

Linda Wood | ARM Institute (U.S. Department of Defense)

Chris Gabriel

Chris Gabriel | Google

Lorena Barba

Lorena Barba | George Washington University

Dr. Juana Mendenhall

Dr. Juana Mendenhall | Morehouse College

Juile Diop

Juile Diop | MIT

Adam Tetelman

Adam Tetelman | Nvidia

Jason Dom

Jason Dom | American Public University System

Benjamin Breyer

Benjamin Breyer | Columbia University

Ken Fujiuchi

Ken Fujiuchi | SUNY

Erika Digirolamo

Erika Digirolamo | Monroe College

David Flaten

David Flaten | SUNY

David Vise

David Vise | Modern States Education Alliance

Linda Wood

Linda Wood | ARM Institute (U.S. Department of Defense)

Frequently Asked Questions