Model Context Protocol (MCP) is a standardized protocol that facilitates interaction between large language models and Cloudflare services, allowing users to manage configurations and perform tasks using natural language. The repository provides multiple MCP servers for various functionalities, including application development, observability, and AI integration. Users can connect their MCP clients to these servers while adhering to specific API permissions for optimal use.

Cloudflare experienced a significant outage on September 12, 2023, affecting both their dashboard and API services. The incident caused disruptions for users relying on these tools, leading to increased scrutiny of the company's infrastructure and response mechanisms during downtime. Cloudflare's team worked to resolve the issues and restore services as quickly as possible.