Model Context Protocol

17 stories tagged Model Context Protocol.

Man in black shirt gestures toward neon brain icons with text overlay reading "AI Model vs Agentic Harness" against dark…

AI Models vs Agentic Harnesses: What Drives Performance

The AI model isn't what makes an AI system powerful—it's the infrastructure wrapped around it. Here's what the model vs. harness distinction actually means.

MCP Servers Have a Security Problem Baked In

Mike Sullivan2 weeks ago

AI. Mike Sullivan2 weeks ago

MCP Servers Have a Security Problem Baked In

Over 21,000 MCP servers are exposed online, with 91.8% lacking basic authentication. The protocol's security problem isn't a bug—it's structural.

A man with a surprised expression next to a tweet from ClaudeDevs stating "MCP doesn't suck anymore" with 2.7M views

Stateless MCP Makes the Protocol Worth Using Again

Yuki Okonkwo3 weeks ago

AI. Yuki Okonkwo3 weeks ago

Stateless MCP Makes the Protocol Worth Using Again

Anthropic's latest MCP spec goes stateless, dropping the persistent connection requirement. Here's what changed, what it costs to upgrade, and why skeptics are reversing course.

A quirky frog character with large eyes against a dark background, with bold text reading "MCP GOES STATELESS" and…

MCP Goes Stateless in Its Biggest Spec Update Yet

Dev Kapoor3 weeks ago

AI. Dev Kapoor3 weeks ago

MCP Goes Stateless in Its Biggest Spec Update Yet

The 2026-07-28 MCP spec deletes the initialize handshake and session IDs, making every request independent. Here's what changed and what it costs to upgrade.

Woman presenting about MCP Tasks at AI Engineer World's Fair, with task semantics diagram and timeline visualization…

MCP Tasks Explained: The Async Gap Agents Can't Cross

Dev Kapoor4 weeks ago

AI. Dev Kapoor4 weeks ago

MCP Tasks Explained: The Async Gap Agents Can't Cross

Cornelia Davis explains why almost no AI agents support MCP tasks yet—and what the V2 spec needs to fix before durable async work becomes real.

Connecting MCP Servers to Claude: What It Means

Marcus Chen-Ramirez1 month ago

AI. Marcus Chen-Ramirez1 month ago

Connecting MCP Servers to Claude: What It Means

MCP servers let Claude reach beyond the chat window into files, databases, and live systems. Here's what that connectivity actually looks like—and why it matters.

Google Cloud MCP Explained diagram showing flow from Agent Language Model through MCP to External tools, with smiling woman…

Model Context Protocol Explained: How MCP Works

Yuki Okonkwo2 months ago

AI. Yuki Okonkwo2 months ago

Model Context Protocol Explained: How MCP Works

MCP standardizes how AI models connect to tools and data. Here's what the protocol actually does, how clients and servers talk, and why it matters for developers.

Man in dark polo shirt smiling at camera with neon design sketches on black background and "Design To Code with MCP" text…

How MCP and AI Agents Are Reshaping Software Design

Yuki Okonkwo3 months ago

AI. Yuki Okonkwo3 months ago

How MCP and AI Agents Are Reshaping Software Design

IBM's Will Scott explains how design systems, context engineering, and MCP are combining to let AI agents build software that actually follows the rules.

Google I/O session speaker presenting on AI agent development, with microphone visible in professional setting

Six Protocols That Make AI Agents Actually Work

Marcus Chen-Ramirez3 months ago

AI. Marcus Chen-Ramirez3 months ago

Six Protocols That Make AI Agents Actually Work

Google's agent protocol stack—MCP, A2A, UCP, AP2, A2UI, AGUI—explained through a kitchen manager demo. What each protocol does and when to reach for it.

Two people discuss AI protocols against a digital background with code, with "think series" branding and "MCP VS ADK" text…

MCP and ADK: Two Tools, Two Jobs, One Stack

Marcus Chen-Ramirez4 months ago

AI. Marcus Chen-Ramirez4 months ago

MCP and ADK: Two Tools, Two Jobs, One Stack

MCP handles how AI agents talk to the world. ADK handles how they think. IBM's Cedric Clyburn and Anna Gutowska break down why you likely need both.

Two presenters flanking a technical diagram about MCP server architecture with "AI Engineer Europe" and "Lenses" branding…

Why Your MCP Server Won't Survive Production

Marcus Chen-Ramirez5 months ago

AI. Marcus Chen-Ramirez5 months ago

Why Your MCP Server Won't Survive Production

Most MCP servers collapse under real workloads. Lenses engineers explain the security cliff between local dev and production—and how to cross it.

Two people discussing AI agent communication protocols with "think series," "A2A vs MCP" text and network diagrams visible…

A2A vs MCP: How AI Agents Actually Talk to Each Other

Rachel "Rach" Kovacs6 months ago

AI. Rachel "Rach" Kovacs6 months ago

A2A vs MCP: How AI Agents Actually Talk to Each Other

A2A connects AI agents to each other. MCP connects them to your data. Here's what each protocol actually does and why you might need both.

Bold "GEMINI SUPER AGENT" text overlays a purple and black digital grid background with a developer console window visible…

Open-Source AI Agents Get Context Memory Via Airweave

Samira Barnes6 months ago

AI. Samira Barnes6 months ago

Open-Source AI Agents Get Context Memory Via Airweave

Airweave turns workplace apps into searchable knowledge layers for AI agents, addressing the context problem that causes hallucinations and failures.

Diagram showing three interconnected servers (A, B, C) illustrating security vulnerabilities: private data access, external…

How Model Context Protocol Fixes AI's C++ Tool Problem

Yuki Okonkwo7 months ago

AI. Yuki Okonkwo7 months ago

How Model Context Protocol Fixes AI's C++ Tool Problem

Microsoft engineer Ben McMorran shows how MCP lets AI agents actually use C++ developer tools—and why the fragmentation problem is bigger than you think.

Man in Google Cloud hoodie holds a red toolbox against blue background with title text about secure MCP foundations

Securing AI Agents with MCP: A Deep Dive

Dev Kapoor7 months ago

AI. Dev Kapoor7 months ago

Securing AI Agents with MCP: A Deep Dive

Explore the security essentials for AI agents using the Model Context Protocol (MCP). Understand architecture, risks, and defense strategies.

Man with beard smiling against blue gradient background with white text about RAG and MCP fundamentals course

RAG & MCP: The AI Duo You Didn't Know You Needed

Zara Chen7 months ago

AI. Zara Chen7 months ago

RAG & MCP: The AI Duo You Didn't Know You Needed

Explore RAG & MCP: AI's dynamic duo for building advanced systems with hands-on learning.

Unpacking Laravel's MCP: AI Integration Made Easy

Tyler Nakamura8 months ago

AI. Tyler Nakamura8 months ago

Unpacking Laravel's MCP: AI Integration Made Easy

Explore Laravel's MCP for seamless AI integration in apps. Learn how to set up tools, prompts, and resources for AI assistants like ChatGPT.