USE CASE
Okareo + MCP:
Operationalizing the Model Context Protocol for Reliable, Observable, and Enterprise-Ready AI Agents
Your agents can’t be trusted unless you understand what they know. Okareo brings MCP to life — governing every piece of context, surfacing behavioral insights, and helping you scale LLM agents safely and confidently.
Okareo structures and tracks all context passed to your agents, making every memory, retrieval, and tool input attributable, governed, and inspectable. Know exactly what your model saw and why it acted that way.
Traceable Agent Behavior
Okareo links model behavior back to specific context objects, enriched with metadata like provenance, sensitivity, and usage rights. Perfect for debugging, compliance, and trust-building.
Build modular, flexible agents that you can monitor, test, and verify at every step. Swap tools, retrievers, or memory modules without losing observability or governance.
Enterprise-Grade Governance for AI Context
Autonomous agents that hold conversations and call services require unique approaches to development and evaluation.
