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PROJECT
Model Context Protocol

Model Context Protocol

Model Context Protocol (MCP) is a protocol for seamless integration between LLM applications and external data sources.
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Project Insights

Key metrics, providing insights into development activity

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Health Score

Excellent (86)

Health Score measures a project's overall trustworthiness across four key areas: contributors, development, popularity, and security.

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Total Contributors

15,290

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GitHub Stars

70,390

-42% vs. Previous year

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Software Value

$35.2M

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Total Contributing Organizations

2,948

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GitHub Forks

14,098

+2% vs. Previous year

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First Commit

July 11, 2019

RECORDED MODEL CONTEXT PROTOCOL PROGRAMS
Building ChatGPT Apps: Principles for a New Kind of Interface
Building ChatGPT Apps: Principles for a New Kind of Interface
AAIF
MCP Apps & UI
MCP Dev Summit 2026

ChatGPT apps aren't websites or mobile apps. They're a new primitive - lightweight tools invoked within a conversation, surfacing minimal UI to move the user forward.

April 13, 2026
Human in the Loop, Agent in the Flow
Human in the Loop, Agent in the Flow
AAIF
MCP Apps & UI
MCP Dev Summit 2026

The AI hype cycle promised full automation. Reality delivered hallucinations and agents that guess when they should ask.

April 13, 2026
If the LLM Can't Find You, You Don't Exist: Discoverability for MCP-Apps and ChatGPT Apps
If the LLM Can't Find You, You Don't Exist: Discoverability for MCP-Apps and ChatGPT Apps
AAIF
MCP Apps & UI
MCP Dev Summit 2026

The next wave of MCP servers face the same challenge: discoverability. If an LLM doesn't know when to invoke your tool, it doesn't exist.

April 13, 2026
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RECENT MODEL CONTEXT PROTOCOL BLOG AND NEWS
Blog header illustration showing a developer holding a V2 box while discarding deprecated blocks, titled "The age of stateless MCP: Lessons from rebuilding mcp-use v2" by Enrico Toniato.
Blog header illustration showing a developer holding a V2 box while discarding deprecated blocks, titled "The age of stateless MCP: Lessons from rebuilding mcp-use v2" by Enrico Toniato.
AAIF
MCP
The age of stateless MCP

The new MCP specification is out. It is the largest protocol change since MCP launched, and it addresses a problem that became obvious as remote servers moved from demos into production: the protocol

Enrico Toniato
August 10, 2026
Who told the agent it could spend?
Who told the agent it could spend?
Ambassador
MCP
Who told the agent it could spend?

Once an MCP tool call can move money, authorization stops being a login detail and becomes where financial risk is actually controlled. But that control doesn't live in one place. The OAuth/MCP layer

Soheima Canton
August 10, 2026
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