openRibcage: Agency Management with Avatars

openRibcage uses the universal Agent2Agent protocol to transform multi-agency management into working with a trusted teammate.

You can think of openRibcage as the nervous system for your digital workforce. It connects specialized AI agents with the tools they need, manages their interactions with your resources, and ensures they work together seamlessly while maintaining proper security and audit trails.

The Vision

We're designing openribcage as the universal translator between AI agent frameworks and human coordinators. Imagine coordinating all your agents—regardless of which framework powers them—through a single, transparent interface that feels as natural as working with a project manager.

The breakthrough? Complete transparency. Like Tony Stark's arc reactor visible through his suit, you'll always see exactly how your agents work, what decisions they're making, and why. No black boxes, no vendor lock-in, no mystery.

What We’re Building

Framework-Agnostic Coordination: openribcage serves as a universal layer to connect agent frameworks together for unified agency management

  • 🛡️ Enterprise-Grade Security: Built-in security patterns with agentgateway integration

  • 👥 Natural Team Dynamics: Coordinate agents like you coordinate teammates

  • 📊 Complete Transparency: Always see what's happening inside your agent ecosystem

  • 🔌 Easy Integration: Uses the Agent2Agent protocol for discovering new agents

Why This Matters

The agent ecosystem is exploding, but it's fragmenting. Every framework speaks a different language, requires different skills, and creates operational silos. openribcage serves as the universal translator that makes the entire ecosystem greater than the sum of its parts.

The goal? A world where your choice of agent framework enhances your capabilities rather than constraining them, where transparency builds trust in autonomous systems, and where coordinating AI feels as natural as coordinating teammates.

Join the openRibcage Community

The best open source projects are designed with the community, not just for the community.

openRibcage is actively seeking community members, such as:

  • Enterprise developers who are dealing with multi-framework complexity

  • DevOps engineers who dream of unified agent coordination

  • Security experts passionate about transparent, auditable AI systems

  • Anyone excited about making AI agent coordination more human-friendly