How MCP supports context engineering

Bill Doerrfeld | May 25, 2026

My latest for InfoWorld explores how MCP has become a force multiplier for context engineering.

For agentic coding tools, Model Context Protocol (MCP) is acting as a universal connector to contextually relevant, optimized, structured data on the fly.


Many popular MCP servers help automate the gathering of domain knowledge, logs, code, documentation, data, and more at runtime, improving the accuracy of LLM-generated outputs.


Excited to share my feature for InfoWorld, which explores the role of MCP in context engineering and AI-assisted coding.


I like how Spacelift's Joey Stout puts it: MCP is "the saving grace of vibe coding."


Check out the whole piece for more... context.

Read: The role of MCP in context engineering

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