"FastMCP: Model Context Pragmatism"
Adam Azzam
VP of Product, Prefect
From Big Data LDN, the UK's leading free to attend data, analytics & AI event.
AI, Data Science & MLOps Theatre
CONTENT:
0:00 Intro & Overview
1:08 The Problem: Why MCP? What are the deployment challenges?
1:27 About Adam & Prefect
2:19 Why Do We Need Another Protocol?
3:00 Understanding Day-to-Day Workflows & Context
5:14 The Coordination Problem Across Systems
8:57 How MCP Solves Context Challenges
10:48 MCP Servers Explained
12:09 Distribution & Deployment Considerations
16:32 Real-World Problems We're Seeing
21:00 Client & Server Examples
23:48 Focus on Server Description
27:05 Why People Get Into MCP
30:06 Docker & MCP Server Management
31:49 Closing & Q&A
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Big Data LDN | FastMCP: Model Context Pragmatism | Adam Azzam | NatokHD