Model Context Protocol

Federated MCP as three separate stone platforms linked by light with no central hub - distributed tool access without a server

Federated MCP: Distributed Tool Access Without a Central Server

The hard part of federated MCP isn’t plumbing between servers; it’s deciding who can invoke what across a boundary no single party controls.

Abstract network of glowing connection points representing protocol-based AI system integration

MCP: Why Every AI Agent Framework Is Racing to Adopt It

How MCP solves the M×N integration problem and why Block, Replit, Zed, and Sourcegraph are betting on Anthropic’s open standard for AI agent interoperability.