Bonnard

Bonnard has developed a set of agent-friendly Model Context Protocol (MCP) tools that prioritize discovery, narrow tool sets, compact responses, and actionable error messages. The tools include a disc…

A developer built an analytics API backed by a semantic layer that serves governed metrics to any consumer, including AI agents. The API provides a single query interface for metrics like revenue and …

A developer argues that AI agents need a semantic layer to ensure consistent, governed access to data. Without it, agents generate different answers to the same question and risk data leaks. The solut…