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Model Context Protocol (MCP)

Promoted to Senior Principal Software Engineer at Red Hat. Reflections on the Kubernetes MCP Server, AI-assisted development, and the people behind it.

Promoted to Senior Principal Software Engineer at Red Hat

2026-04-13 in Personal tagged Red Hat / Model Context Protocol (MCP) / AI Agent / Open Source / Kubernetes by Marc Nuri

Learn how I built a real-time dashboard to monitor and orchestrate multiple AI coding agents running in parallel across projects and devices.

AI Coding Agent Dashboard: Orchestrating Claude Code Across Devices

2026-02-23 in Artificial Intelligence tagged AI Agent / LLM / Model Context Protocol (MCP) / GitHub / Opinion by Marc Nuri

Personal reflections on 2025, my sixth year as a Red Hatter, and the year AI transformed my developer workflow.

2025 Year in Review: The Year of AI

2026-01-28 in Personal tagged RedHattiversary / Open Source / Red Hat / Model Context Protocol (MCP) / AI Agent by Marc Nuri

How I restructured my software development workflow with asynchronous AI coding agents to dramatically boost developer productivity in 2025.

Boosting My Developer Productivity with AI in 2025

2025-12-22 in Artificial Intelligence tagged Opinion / AI Agent / LLM / GitHub / Model Context Protocol (MCP) by Marc Nuri

Agent Client Protocol (ACP) is the LSP for AI coding agents: one open standard so any agent runs in any editor. How ACP works and ACP vs MCP.

Agent Client Protocol (ACP): The LSP for AI Coding Agents Explained

2025-09-10 in Artificial Intelligence tagged LLM / AI Agent / Agent Client Protocol (ACP) / Model Context Protocol (MCP) by Marc Nuri

The Kubernetes MCP Server GitHub repository has moved to the Containers organization.

Kubernetes MCP Server Joins the Containers Organization!

2025-07-24 in Artificial Intelligence / Personal tagged Model Context Protocol (MCP) / Kubernetes / OpenShift / LLM / Open Source by Marc Nuri

MCP tool annotations explained: the read-only, destructive, idempotent and open-world hints, their default values, and how VS Code, Claude and ChatGPT use them.

MCP Tool Annotations: Every Hint and Its Default Value

2025-05-27 in Artificial Intelligence tagged LLM / AI Agent / Model Context Protocol (MCP) / Kubernetes by Marc Nuri

Connect JavaScript to an MCP server with the Vercel AI SDK: createMCPClient over stdio and Streamable HTTP, generateText, and a local Ollama model.

AI SDK MCP Client: Connect JavaScript to an MCP Server

2025-04-11 in Artificial Intelligence / JavaScript tagged JavaScript / LLM / AI Agent / Model Context Protocol (MCP) / AI SDK by Marc Nuri

Connect a LangChain.js agent to MCP servers from JavaScript with @langchain/mcp-adapters 2 (MCPAdapter), createAgent and a local Ollama model.

LangChain.js MCP Adapters: Connect Agents to MCP Servers

2025-04-01 in Artificial Intelligence / JavaScript tagged JavaScript / LLM / AI Agent / Model Context Protocol (MCP) / LangChain.js by Marc Nuri

Learn how AI is transforming software development and the need for developer tools to adapt to AI-augmented and machine-based developers.

The Future of Developer Tools: Adapting to Machine-Based Developers

2025-03-24 in Artificial Intelligence tagged Opinion / Red Hat / LLM / AI Agent / Model Context Protocol (MCP) by Marc Nuri

Build a Java MCP client with LangChain4j: STDIO and Streamable HTTP transports, protocol versions, a local Ollama agent example, and testing MCP servers.

LangChain4j MCP Client: Connect Java to an MCP Server

2025-03-10 in Artificial Intelligence / Backend Development tagged Java / LLM / AI Agent / Model Context Protocol (MCP) / LangChain4j / Testing by Marc Nuri

How Model Context Protocol (MCP) servers give small language models superpowers by abstracting complex tasks, enabling efficient, cost-effective AI automation.

Giving Superpowers to Small Language Models with Model Context Protocol (MCP)

2025-02-26 in Artificial Intelligence tagged LLM / AI Agent / SLM / Model Context Protocol (MCP) / Kubernetes / OpenShift by Marc Nuri

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