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Demystifying the MCP Protocol for Open Source AI

The MCP protocol is the connective tissue for many open source AI workflows—yet is often treated as a black box. Here’s a developer’s-eye primer on why MCP matters, how it relates to A2A and CLI adapters, and where runtimes like apcore step up to fill governance, audit, and multi-protocol gaps. MCP…

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  1. 2026-11-06 01:44 · DEV Community — AI
    Demystifying the MCP Protocol for Open Source AI

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