Mcp

All articles about Mcp

Building AI Agent Memory with Convex: Full Architecture

Building AI Agent Memory with Convex: Full Architecture

How we built Cortex, a cognitive memory system for AI agents on Convex — with sensory, episodic, and semantic stores, memory decay, spreading activation, and zero infrastructure cost.

AI Workflows: Skills, Cron Jobs & MCP Tools in OpenClaw

AI Workflows: Skills, Cron Jobs & MCP Tools in OpenClaw

Everything we learned building 13 cron jobs, 78 MCP tools, and production skills in OpenClaw. Copy-paste examples, real-world patterns, and hard-won lessons from running autonomous AI workflows.

MCP Apps — Claude Becomes Your AI Operating System

MCP Apps — Claude Becomes Your AI Operating System

Anthropic launches MCP Apps, transforming Claude from a chatbot into an interactive AI operating system with live integrations for Slack, Asana, Figma, and more.

Xcode 26.3: Apple Integrates Claude and Codex for Agentic Coding

Xcode 26.3: Apple Integrates Claude and Codex for Agentic Coding

Apple opens Xcode to external AI agents — marking the beginning of a new era in app development with Claude, Codex, and MCP support.

ACP vs MCP: The Protocol War That Will Define AI Coding in 2026

ACP vs MCP: The Protocol War That Will Define AI Coding in 2026

MCP connects agents to tools. ACP connects agents to each other. Together they form the communication stack for next-gen AI systems. Full comparison with code examples.

AI Ecosystem Update Week 5/2026: GPT-5.2 Revolutionizes Coding, MCP Apps Bring Interactive UIs, and Google AI Studio Goes Independent

AI Ecosystem Update Week 5/2026: GPT-5.2 Revolutionizes Coding, MCP Apps Bring Interactive UIs, and Google AI Studio Goes Independent

Week 5/2026: OpenAI launches GPT-5.2 and GPT-5.2-Codex for agentic coding, MCP Apps bring interactive UIs as the first official extension, Google makes AI Studio independent with Unified Playground and File Search API. Plus: Claude for Excel, Skills API, and the universal trend toward Agent Skills.

AI Ecosystem Update Week 4/2026: ChatGPT Tests Ads, Claude Cowork Goes Live, and Critical MCP Security Flaws

AI Ecosystem Update Week 4/2026: ChatGPT Tests Ads, Claude Cowork Goes Live, and Critical MCP Security Flaws

Week 4/2026 brings major AI updates: OpenAI tests ChatGPT ads for 800M users, Claude Cowork automates desktop tasks, Google connects Gemini to Gmail and Photos – and critical MCP security flaws reveal new risks for AI agents.

AI Ecosystem Update Week 3/2026: Apple-Google Mega-Deal, ChatGPT Health, and the Future of Developer Tools

AI Ecosystem Update Week 3/2026: Apple-Google Mega-Deal, ChatGPT Health, and the Future of Developer Tools

Comprehensive analysis of the most important AI developments in week 3 of January 2026: Apple-Google partnership for Siri with 1.2T parameter Gemini model, Claude Code 2.1.9 security updates, OpenAI Codex v0.86.0 with skills, ChatGPT Health, MCP under Linux Foundation, and critical deprecations. With practical use cases and concrete recommendations.

Connect n8n and Claude Code: Complete MCP Integration Guide 2026

Connect n8n and Claude Code: Complete MCP Integration Guide 2026

Complete guide to integrating n8n with Claude Code via the Model Context Protocol (MCP). Learn how to automatically create, validate, and deploy n8n workflows with AI – using just a single prompt.

Claude Code Agent SDK: The Complete Beginner's Guide to Building AI Agents (2026)

Claude Code Agent SDK: The Complete Beginner's Guide to Building AI Agents (2026)

Learn step by step how to create autonomous AI agents with the Claude Code Agent SDK. This beginner's guide includes practical code examples, from simple chatbots to complex agents with tools, memory, and subagents.

AI Release Intelligence January 2026: Claude Code 2.1, OpenAI Connectors, MCP 1.0 and Gemini 3 - What Developers Need to Know Now

AI Release Intelligence January 2026: Claude Code 2.1, OpenAI Connectors, MCP 1.0 and Gemini 3 - What Developers Need to Know Now

January 2026 brings transformative updates: Claude Code 2.1.0 with skill hot-reload and context fork, OpenAI Connectors and Agent Builder, MCP 1.0 roadmap, and Gemini 3 Flash. Complete analysis of what developers need to know now.

Claude Code 2.1.0: The Biggest Update for AI Developers - All Features with Practical Examples

Claude Code 2.1.0: The Biggest Update for AI Developers - All Features with Practical Examples

Claude Code 2.1.0 brings revolutionary features for AI developers: Skill Hot-Reload, Context Fork, MCP list_changed notifications, and more. Complete guide with practical examples.

From Mode Collapse to Context Engineering: How We Build Reliable AI Systems (2026)

From Mode Collapse to Context Engineering: How We Build Reliable AI Systems (2026)

Two fundamental challenges define LLM development in 2026: Mode Collapse reduces output diversity through alignment training, while Context Rot degrades model performance as context windows grow. This article analyzes both phenomena and presents practical solutions like Verbalized Sampling and systematic Context Engineering.

Claude Code Plugins: The Complete Guide to the Extension System 2025

Claude Code Plugins: The Complete Guide to the Extension System 2025

Claude Code Plugins revolutionize AI-powered development. Understand the differences between Skills, Plugins, MCP Servers, and Agents – and extend Claude Code with custom functionality.

My Favorite MCP Servers in January 2026 – The Best Tools for AI-Powered Development

My Favorite MCP Servers in January 2026 – The Best Tools for AI-Powered Development

My personal selection of the best MCP servers for January 2026: From Desktop Commander to Context7 to Brave Search – these tools transform AI-powered development.

The 10 Skills That Will Define Your Career in 2026

The 10 Skills That Will Define Your Career in 2026

170 million new jobs by 2030, but 92 million will disappear. The 10 AI skills that will define your career in 2026: From Context Engineering to Agent Orchestration to Adaptive Learning. Based on the latest GPT-5, Claude Opus 4.5, and Gemini 3 Pro releases.

AI Agents in the Financial Sector: The Practical Implementation Guide

AI Agents in the Financial Sector: The Practical Implementation Guide

A comprehensive practical guide for implementing AI agents in the financial sector. With complete architecture patterns, production-ready code, and honest assessments of what works and what doesn't.

Context Engineering: How to Build Reliable LLM Systems by Designing the Context

Context Engineering: How to Build Reliable LLM Systems by Designing the Context

Context engineering is the discipline of curating, structuring, and defending everything that reaches the LLM at inference time. This comprehensive guide covers 2026 best practices for building reliable AI systems.

Google Antigravity: The Agent-First IDE Redefining Software Development

Google Antigravity: The Agent-First IDE Redefining Software Development

Google Antigravity revolutionizes software development with its Agent-First IDE. Built from a $2.4 billion windsurfing acquisition, it offers autonomous agents that plan, execute, and verify code across editor, terminal, and browser.

How to Build an AI-Powered Content Automation System: A Complete Developer Guide

How to Build an AI-Powered Content Automation System: A Complete Developer Guide

Learn how to build a production-ready content automation pipeline with AI agents, MCP servers, and modern serverless infrastructure. Go from research to multi-platform publishing in minutes.

The Great Convergence: How December 2025 Reshaped the AI Agent Landscape

The Great Convergence: How December 2025 Reshaped the AI Agent Landscape

An analysis of the most impactful month in AI tooling. December 25th, 2025, marked a turning point as four major AI providers converged on a new paradigm.

How to Deploy a Remote MCP Server on Vercel: Complete Step-by-Step Guide 2025

How to Deploy a Remote MCP Server on Vercel: Complete Step-by-Step Guide 2025

Learn how to build and deploy your own remote MCP server on Vercel's serverless platform. Complete guide with real-world example using contextstudios-mcp, covering Streamable HTTP transport, tool registration, and client integration.

AI Agent SDK Landscape December 2025: The Ultimate Comparison

AI Agent SDK Landscape December 2025: The Ultimate Comparison

This comprehensive guide compares all leading Agent SDKs: Claude Agent SDK, OpenAI Agents SDK, Google ADK, LangGraph, Vercel AI SDK, CrewAI, AutoGen, and more.

MCP Server November 2025 Updates: GA Features & Use Cases

MCP Server November 2025 Updates: GA Features & Use Cases

The MCP protocol reached GA status on Nov 25, 2025, with 97M+ downloads. Explore our updated guide on FastMCP, OAuth 2.1, and experimental async tasks.