MCP servers emerged as part of the broader adoption of the Model Context Protocol for connecting AI assistants to external tools and data sources in a standardized way.
- Common in agent and assistant integrations
- Used in local development workflows and internal tooling
- Ecosystem grows through server implementations for databases, filesystems, APIs, and productivity tools