Blog Posts | Joshua Berkowitz

36 Articles

MCP ×

Envoy AI Gateway Ushers in a New Era with MCP Integration

AI workloads are evolving fast, and Envoy AI Gateway’s integration of the Model Context Protocol (MCP) is a major leap for organizations leveraging modern, production-scale AI systems. Jointly develop...

AI agents Envoy Gateway gateway security Kubernetes MCP OAuth open standards tool routing

Oct 6, 2025

0 396

News

Cloudflare's Code Mode Improves AI Agent Tool Integration

Cloudflare's innovative Code Mode feature is transforming how AI agents interact with external tools. By leveraging the strengths of large language models (LLMs) in code generation, Code Mode enables ...

AI agents API security Cloudflare Cloudflare Workers MCP sandboxing TypeScript

Sep 29, 2025

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News

Chrome DevTools MCP For AI-Powered Web Debugging

Thanks to the Chrome DevTools Model Context Protocol (MCP) , you can now work alongside an AI assistant that can debug and analyze your website as effectively as a seasoned developer. MCP is fundament...

AI coding automation Chrome DevTools developer tools MCP performance analysis web debugging

Sep 25, 2025

0 12243

News

Notion MCP Server: A Practical Bridge Between AI Agents and Your Workspace

Notion's open-source Notion MCP Server turns the company's popular productivity platform into a first-class tool provider for AI agents. It implements the Model Context Protocol (MCP), a common langua...

AI Agents Developer Tools LLM MCP Notion OpenAPI TypeScript

Sep 23, 2025

0 14784

Turning Agents Into Sharable Software: Inside Docker’s cagent

A small utility that feels like a platform: Docker's cagent turns AI agents into sharable, runnable software. Teams often build a clever assistant or a small cluster of cooperating agents. Then real-w...

AI agents Docker Go MCP Open Source Reproducibility

Sep 23, 2025

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Paper2Agent: Transforming Research Papers into Interactive AI Agents

Research papers are traditionally require readers and reviewers to interpret code, methods, and results independently. Paper2Agent aims to transform published research into interactive AI agents allow...

AgentScope AI agents AutoGen Azure AI Agents Claude Code Code2MCP computational biology LangGraph MCP NotebookLM OpenAI Assistants OpenDevin open source reproducibility Stanford tutorial extraction

Sep 21, 2025

0 4796

Building Smarter AI Interactions: How MCP Elicitation Elevates GitHub Copilot

AI-powered development tools are moving beyond rigid interfaces, enabling more natural and responsive user experiences. A standout innovation in this space is elicitation within the Model Context Prot...

AI tools developer experience elicitation GitHub Copilot MCP tool design user interaction

Sep 21, 2025

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News

Docker's Advice to Secure Agentic AI Workflows: The Essential Guide to MCP Security

AI agents are revolutionizing workflows by autonomously searching code, managing tickets, interacting with SaaS platforms, and even deploying infrastructure. The Model Context Protocol (MCP) stands at...

Agentic workflows AI security Containerization Docker MCP Policy gateway Prompt injection Supply chain

Sep 18, 2025

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News

Smolagents: Code-first, Multi-step AI agents

smolagents is Hugging Face 's small, intentionally minimal Python library for building agentic systems that think in code. It gives you a multi-step loop, tools, and models without a forest of abstrac...

AI agents CodeAgent Hugging Face MCP Open Source smolagents

Sep 12, 2025

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Azure Logic Apps as MCP Servers Supercharge Enterprise AI Integration

Integrating AI agents and large language models (LLMs) into enterprise systems can be challenging without the right infrastructure. Azure Logic Apps (Standard) introduces remote Model Context Pr...

AI integration Authentication Azure LLM Logic Apps MCP Security Workflow automation

Sep 11, 2025

0 11132

News

Agentic Web Interfaces: Building Websites That Welcome AI Agents

The paper "Build the web for agents, not agents for the web" proposes a reorientation of how we design the modern web: rather than forcing AI systems to operate through human-centered pages, we should...

AWI MCP Playwright Safety web agents WebArena

Sep 10, 2025

0 5654

Papers

The Model Context Protocol Registry: Building the Backbone for AI Server Discovery

The Model Context Protocol Registry is an open, standards-driven catalog and API for MCP servers. If you are building or running AI tools that speak MCP, the registry is the connective tissue that tur...

AI registry API DevOps Enterprise Go Kubernetes MCP Open source Package validation Subregistries

Sep 9, 2025

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