Beyond Code: How Runtime Behavior Reveals Real MCP Server Trust

Static code analysis offers only a snapshot and cannot detect servers degrading in production, failing silently, or behaving unpredictably. Dominion Observatory's behavioral trust scoring measures how MCP servers actually perform at runtime—tracking success rates, latency consistency, uptime, and anomalies—providing complete operational trust assessment. This is critical because AI agents autonomously invoke these servers to execute code and make decisions; without runtime visibility, agents risk catastrophic failures on servers that passed every code review.