Before it, every application needed custom integrations for every data source, and every integration had to be rebuilt for each AI client. A provider now implements an MCP server once and any MCP-compatible client can use it.
Adoption has been fast and the governance is genuinely neutral — the protocol was contributed to a Linux Foundation body backed by most major cloud and AI providers, including direct competitors.