Building tools for Complex Systems.

Open-Informatics builds tools that help human and artificial intelligence work with complexity across healthcare data, software delivery, and AI quality. We prioritize transparency, reproducibility, and practical utility.

<Provider store={store}> <App /> </Provider> def process_claims(df): return df.groupby('id') 01011001 10101011

Healthcare Admin Agents

LIVE

51 specialized AI agents for US healthcare administration

MHA-level expertise across every major healthcare administrative function. Real regulatory citations (42 CFR, CMS transmittals), fill-in-ready deliverable templates, and knowledge of actual systems like Epic, Cerner, CAQH ProView, and PECOS. Not a chatbot — a peer.

51 Agents
10 Divisions
21K+ Lines
git clone https://github.com/ajhcs/healthcare-agents.git click to copy
🏥
Strategy & Advisory 5 agents
🩹
Clinical Operations 8 agents
✅
Quality, Safety & Compliance 7 agents
💰
Revenue Cycle & Finance 6 agents
📄
Payer & Managed Care 6 agents
🌏
Population Health 3 agents
💻
Health IT & Informatics 6 agents
🏛
Operations & Admin 7 agents
💊
Pharmacy & Drug Programs 2 agents
🚨
Emergency Preparedness 1 agent
Claude Code Healthcare AI Agents MHA-Level Apache 2.0
Healthcare Admin Agents - 51 specialized AI agents for US healthcare administration. | Product Hunt GitHub →

AJHCS.org

LIVE
AJHCS.org homepage — Better Strategy, Starts Here
ajhcs.org

Evidence-based insights trusted by 13,000+ healthcare leaders. Built pro bono. Maintained with love.

Next.js React Directus
Visit Site →
⟡

OpenCode MCP

LIVE

A Model Context Protocol server that brings the magic of Claude Code to OpenCode — smart token management, async tool orchestration, and a developer experience that just feels right.

npx better-opencode-mcp click to copy
★ 3 ✓ 293 tests ⎇ frap129/opencode-mcp-tool
TypeScript MCP Node.js Async MIT
GitHub →

Roadmap

2026

  1. Better-OpenCodeMCP

    v1.0 release

    Jan 2026

  2. AJHCS

    v3 launch

    Feb 2026

  3. AJHCS Bookstore

    Publishing platform

    Mar 1, 2026

  4. Health Systems Explorer

    2026 edition

    Mar 2026

  5. Claude-HSE

    v0.1.0 initial release

    Apr 2026

  6. Health Systems Explorer

    990 Upgrade

    Apr 2026

  7. Claude-HSE

    Capella Arcadia Support

    Jul 2026

  8. Health Systems Explorer

    CMS All Claims Integration

    Jul 2026

⌘

Claude-HSE

BUILDING
CLAUDE CODE «skill» REQUIREMENTS HL7 · FHIR · CMS ARCHITECTURE SysML · MBSE VERIFICATION Compliance · Audit

Healthcare systems engineering skill for Claude Code. HL7, FHIR, CMS schemas, regulatory compliance.

HL7 FHIR SysML MBSE

Health Systems Explorer

Upload, query, and visualize 2.8M+ healthcare pricing records.

SQLite Canvas Open Source
ALPHA TESTING

Built With

Fund the Next Health System Data Report

Each purchase funds the next report
$50 of $400 goal
12.5% funded — $350 to go
✓ Completed Jefferson Health Health System Data Report
▶ Up Next Temple Health Health System Data Report

Health System Data Reports cost ~$400 in AI tokens to produce. Reports are $99 each — students get free access. Available through the AJHCS Bookstore.