MCP
Turning a code repository into an MCP server, comparedWhat actually turns a codebase into an MCP server: GitHub's own API server (a different job entirely), OpenAPI-to-MCP generators that need a spec first, code annotation frameworks, and the thin no-spec category.8 min readInfrastructure articles and guides
MCP servers are production infrastructure: real agent traffic, per-caller auth, and failure modes demos never show. These guides cover turning a code repository into a hosted MCP server and what changes when a tool call has an SLA.
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