The Creators of Model Context Protocol
Latent Space: The AI Engineer Podcast
2025/04/03
The Creators of Model Context Protocol
The Creators of Model Context Protocol

Latent Space: The AI Engineer Podcast
2025/04/03
Shownote
Shownote
Today’s guests, David Soria Parra and Justin Spahr-Summers, are the creators of Anthropic’s Model Context Protocol (MCP). When we first wrote Why MCP Won, we had no idea how quickly it was about to win.
In the past 4 weeks, OpenAI and now Google have now announced the MCP support, effectively confirming our prediction that MCP was the presumptive winner of the agent standard wars. MCP has now overtaken OpenAPI, the incumbent option and most direct alternative, in GitHub stars (3 months ahead of conservative trendline):
For protocol and history nerds, we also asked David and Justin to tell the origin story of MCP, which we leave to the reader to enjoy (you can also skim the transcripts, or, the changelogs of a certain favored IDE). It’s incredible the impact that individual engineers solving their own problems can have on an entire industry.
Timestamps
00:00 Introduction and Guest Welcome
00:37 What is MCP?
02:00 The Origin Story of MCP
05:18 Development Challenges and Solutions
08:06 Technical Details and Inspirations
29:45 MCP vs Open API
32:48 Building MCP Servers
40:39 Exploring Model Independence in LLMs
41:36 Building Richer Systems with MCP
43:13 Understanding Agents in MCP
45:45 Nesting and Tool Confusion in MCP
49:11 Client Control and Tool Invocation
52:08 Authorization and Trust in MCP Servers
01:01:34 Future Roadmap and Stateless Servers
01:10:07 Open Source Governance and Community Involvement
01:18:12 Wishlist and Closing Remarks
Highlights
Highlights
This podcast delves into the Model Context Protocol (MCP), a groundbreaking standard for AI applications developed by Anthropic. Created by David Soria Parra and Justin Spahr-Summers, MCP has rapidly gained traction, surpassing competitors like OpenAPI in popularity and functionality. The discussion explores MCP's origins, its technical underpinnings, and how it enhances AI capabilities through innovative integrations.
Chapters
Chapters
Model Context Protocol - David + Justin
00:00What is MCP?
01:46The Origin Story of MCP
03:08Development Challenges and Solutions
06:23Technical Details and Inspirations
09:05MCP vs Open API
30:26Building MCP Servers
33:26Exploring Model Independence in LLMs
41:10Building Richer Systems with MCP
42:06Understanding Agents in MCP
43:41Client Control and Tool Invocation
49:33Authorization and Trust in MCP Servers
52:27Future Roadmap and Stateless Servers
1:01:42Open Source Governance and Community Involvement
1:10:02Wishlist and Closing Remarks
1:17:45Transcript
Transcript
Alessio: Welcome back. MCP, MCP, MCP. After the NYC Summit, we wrote a popular piece explaining why we think. The Model Context Protocol from Anthropic seems to have won the Agent Open Standard Wars of 2023 to 2025. It seems everyone is now jumping on the ...