Blog Posts | Joshua Berkowitz

14 Articles

Model Context Protocol ×

Agentic AI Foundation: Shaping the Future of Open, Collaborative AI

The Linux Foundation’s recent establishment of the Agentic AI Foundation (AAIF) signals a significant turning point in artificial intelligence. By uniting top organizations and innovative projects und...

agentic AI AGENTS.md AI governance AI standards goose framework Linux Foundation Model Context Protocol open source

Dec 11, 2025

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Bridging AI Assistants and Next.js: Exploring Vercel's next-devtools-mcp

How do we give AI coding assistants real-time access to the internal state of our running applications? Introducing next-devtools-mcp , Vercel's innovative solution that bridges the gap between AI ass...

AI Assistants AI Development Developer Tools Framework Development MCP Model Context Protocol Next.js Runtime Diagnostics TypeScript Vercel

Nov 16, 2025

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Github Repos

Conversational AI and AWS MCP Are Revolutionizing ETL Pipelines

In the fast-evolving world of data engineering, the demand for efficient ETL (Extract, Transform, Load) processes continues to grow. Traditionally, building robust ETL pipelines involved manual script...

Amazon Q AWS conversational AI data engineering ETL Model Context Protocol Redshift S3 Tables

Nov 15, 2025

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Chrome DevTools MCP Transforms AI-Assisted Debugging

AI coding assistants are evolving rapidly, but until recently, they lacked the ability to truly "see" how their code performs in a real-time browser environment. This has changed with the introduction...

AI coding automation Chrome DevTools debugging Model Context Protocol open source performance analysis web development

Oct 31, 2025

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MCP Gateway: Production-Ready Infrastructure for Model Context Protocol Servers

If you have been following the rapid evolution of AI applications, you have likely encountered the challenge of connecting language models to external systems. The MCP Gateway repository offers a solu...

AI Infrastructure API Gateway Developer Tools Enterprise Security Go Programming MCP Microservices Model Context Protocol Open Source Production Ready

Oct 27, 2025

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Github Repos

Conversational Cloud Management: How the Azure MCP Server is Transforming Natural Language Control

Azure MCP Server enables AI agents and clients to control Azure services through conversational commands, helping developers design and debug faster and more effectively. This development is set to re...

AI agents Azure Azure CLI Cloud automation MCP Server Model Context Protocol Natural language

Oct 15, 2025

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Archon: The Command Center for AI Coding Assistants

One project is quietly revolutionizing how we think about context management and AI assistant integration. Meet Archon , a sophisticated command center that transforms how AI coding assistants access,...

AI Archon Dynamous Knowledge Management Model Context Protocol Open Source

Oct 2, 2025

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Github Repos

Unlocking Agentic Potential: Best Practices for Building AI Tools from Anthropic

Innovative AI agents are transforming workflows, but their effectiveness relies heavily on the quality of tools crafted for them. As systems powered by large language models like Claude and Codex beco...

AI agents automation Claude evaluation Model Context Protocol prompt engineering token efficiency tool design

Sep 16, 2025

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Google Cloud's MCP Toolbox For Secure AI Agent Access to Enterprise Databases

Enterprises are rapidly adopting AI-driven solutions, prompting a critical need for AI agents that can access and interact with business data securely and efficiently. Google Cloud's latest release in...

agent development AI agents databases enterprise data Model Context Protocol open source Vertex AI

Aug 5, 2025

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Perplexity AI’s Mac App Redefines Productivity with System Task Integration

The latest update to Perplexity AI’s Mac app is an AI assistant that doesn’t just answer your questions, it keeps your reminders organized, updates your calendar, and manages your files by introducing...

AI assistants Apple ecosystem Mac apps Model Context Protocol Perplexity AI productivity tools system integration

Jul 29, 2025

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How Model Context Protocol Clients Securely Empower AI-Driven Workflows

Modern applications increasingly depend on AI collaboration and external integrations, but security and user trust are paramount. The Model Context Protocol (MCP) introduces client components that tra...

AI clients AI workflows elicitation filesystem roots Model Context Protocol sampling security user control

Jul 26, 2025

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Conversational Databases: How MSSQL MCP Server Bridges AI and SQL

You can now ask your database a question in plain English and instantly receiving actionable answers, no need to write a single line of SQL! Thanks to Microsoft’s MSSQL MCP Server (Preview) , an open-...

AI integration Claude Desktop Database tools Model Context Protocol Natural language Open source SQL Server VS Code

Jul 20, 2025

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