SQL query logs hold the context AI agents need to stop hallucinating joins

DataHub's Context Intelligence mines validated SQL query history to build a semantic index for AI agents. At Miro, agents hit ...

Trust3 AI Announces Integration with Snowflake to Govern MCP-Based Data Access and Accelerate Trusted Enterprise AI

Trust3 AI today announced an integration with the Snowflake AI Data Cloud designed to strengthen governance for enterprise AI agents, improve access control for Model Context Protocol (MCP) servers, ...
GIGAZINE

A method that could leak entire SQL databases via AI protocol 'MCP' has been discovered

It turns out that the Model Context Protocol (MCP), a protocol used to connect generative AI models to other tools, has a vulnerability that could lead to the leakage of sensitive information, such as ...
Visual Studio Magazine

Hands On: Building an MCP Server with VS Code AI Toolkit's New Tool Catalog

Microsoft's AI Toolkit extension for VS Code now includes a Tool Catalog that can scaffold a Python or TypeScript MCP server with the core transport and registration plumbing already set up. In ...