This guide breaks down the MCP server vs REST API question from an infrastructure engineer’s point of view: what MCP actually is, how MCP servers work with Claude, where the architectures genuinely di
Local stdio servers are fine for one developer on one laptop. The moment a team needs shared tool access — or the tool lives inside a private network segment — you need a self-hosted MCP server: a net
The Model Context Protocol ecosystem has grown from a handful of reference implementations into a broad open source landscape — which means the hard part is no longer finding an MCP server, but choosi
This guide assumes you’re comfortable with a terminal, JSON configuration, and basic environment management. Every step includes the exact commands and config you need.
When you need to debug MCP server connection issues, start with the failure classes that account for the vast majority of cases: