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How Google’s GenAI Toolbox Makes LLM-Database Integration Actually Usable
Most teams agree on the same painful truth: connecting an LLM to a production SQL database is way harder than it should be. Goog...
Progressive Context Disclosure and the Token Problem
The naive approach treated every API endpoint as its own MCP tool. More than 300 tools, 157 resources, and 36,000 tokens were requ...
The Next AI Race Will Start at the Application Layer
Engineers have been living a grueling, frustrating slog out of the mud, says Andrew Keen. Keen: The real story isn't a glamorous r...
How a Standardized Logistics Context Protocol (LCP) Can Unlock AI's Full Potenti...
Logistics industry stands at an inflection point. Lack of a standardized protocol for logistics providers to communicate is a bott...
Building User-Aware AI Agents with MCP and Serverless
Model Context Protocol (MCP) lets AI discover and use new tools on the fly. Each MCP server becomes a domain-specific intelligence...
The First Autonomous AI Cyber Attack Exposed
The GTG-1002 is widely assessed as the first large-scale cyber attack executed with near complete AI autonomy. It simultaneously m...
98% of MCP Servers Got This Wrong: The Reason Why the Protocol Never Worked
Anthropic's Model Context Protocol (MCP) has been criticized for not being user-facing. The company says MCP lets agents write cod...
The Fork Reshaping MCP Testing: How a 24-Year-Old CTO Is Taking On One of AI’s B...
When Anthropic released the Model Context Protocol, it promised a new era of agentic AI—but left developers wanting better testing...
How to Build Your First MCP Server using FastMCP
Model Context Protocol, or MCP, is changing how large language models connect with data and tools. MCP is like the USB-C port for...
MCP vs API: The Key Difference Between Human and Machine Communication
APIs and MCPs both let systems communicate, but they serve different audiences. APIs are built for developers to connect software,...
Why Every App Needs an AI Agent Connector (MCP) in 2025
Model Context Protocol (MCP) is a new standard that lets AI systems plug into your app's capabilities seamlessly. It is already st...
Talk to Your Salesforce Org: Natural Language Meets CRM via MCP
Advanced Communities’ Salesforce MCP server let’s you interact with Salesforce using natural language. The Model Context Protocol...
