EPISODE · Apr 3, 2026 · 24 MIN
How to Build a Personal Context Portfolio and MCP Server
from The AI Daily Brief: Artificial Intelligence News and Analysis · host Nathaniel Whittemore
In today's Build episode, we tackle one of the most underappreciated friction points in the agentic era — the fact that every new agent, project, or tool requires you to re-explain yourself from scratch. We walk through how to create a personal context portfolio, a structured set of markdown files that acts as an operating manual for any AI you work with, and then how to deploy it as an MCP server so every agent can access it.Use our app to get interviewed and build your personal context portfolio files: https://www.contextportfolio.ai/DIY personal context portfolio templates: https://github.com/nlwhittemore/personal-context-portfolioBrought to you by:KPMG – Agentic AI is powering a potential $3 trillion productivity shift, and KPMG’s new paper, Agentic AI Untangled, gives leaders a clear framework to decide whether to build, buy, or borrow—download it at www.kpmg.us/NavigateMercury - Modern banking for business and now personal accounts. Learn more at https://mercury.com/personal-bankingRecall - The API for meeting recording. Get Get started today with $100 in free credits at https://www.recall.ai/aidbAIUC-1 - Get your agents certified to communicate trust to enterprise buyers - https://www.aiuc-1.com/Blitzy - Want to accelerate enterprise software development velocity by 5x? https://blitzy.com/AssemblyAI - The best way to build Voice AI apps - https://www.assemblyai.com/briefRobots & Pencils - Cloud-native AI solutions that power results https://robotsandpencils.com/The Agent Readiness Audit from Superintelligent - Go to https://besuper.ai/ to request your company's agent readiness score.The AI Daily Brief helps you understand the most important news and discussions in AI. Subscribe to the podcast version of The AI Daily Brief wherever you listen: https://pod.link/1680633614Our Newsletter is BACK: https://aidailybrief.beehiiv.com/Interested in sponsoring the show? [email protected]
What this episode covers
In today's Build episode, we tackle one of the most underappreciated friction points in the agentic era — the fact that every new agent, project, or tool requires you to re-explain yourself from scratch. We walk through how to create a personal context portfolio, a structured set of markdown files that acts as an operating manual for any AI you work with, and then how to deploy it as an MCP server so every agent can access it.Use our app to get interviewed and build your personal context portfolio files: https://www.contextportfolio.ai/DIY personal context portfolio templates: https://github.com/nlwhittemore/personal-context-portfolioBrought to you by:KPMG – Agentic AI is powering a potential $3 trillion productivity shift, and KPMG’s new paper, Agentic AI Untangled, gives leaders a clear framework to decide whether to build, buy, or borrow—download it at www.kpmg.us/NavigateMercury - Modern banking for business and now personal accounts. Learn more at https://mercury.com/personal-bankingRecall - The API for meeting recording. Get Get started today with $100 in free credits at https://www.recall.ai/aidbAIUC-1 - Get your agents certified to communicate trust to enterprise buyers - https://www.aiuc-1.com/Blitzy - Want to accelerate enterprise software development velocity by 5x? https://blitzy.com/AssemblyAI - The best way to build Voice AI apps - https://www.assemblyai.com/briefRobots & Pencils - Cloud-native AI solutions that power results https://robotsandpencils.com/The Agent Readiness Audit from Superintelligent - Go to https://besuper.ai/ to request your company's agent readiness score.The AI Daily Brief helps you understand the most important news and discussions in AI. Subscribe to the podcast version of The AI Daily Brief wherever you listen: https://pod.link/1680633614Our Newsletter is BACK: https://aidailybrief.beehiiv.com/Interested in sponsoring the show? [email protected]
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How to Build a Personal Context Portfolio and MCP Server
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