#MCP
505 related articles
Was MCP Always a Bad Idea? The Debate Over AI Tool Protocols
A blog post titled 'Why MCP Was Always a Bad Idea' sparked fierce debate on Hacker News. We analyze MCP's design controversies, the standardization dilemma, and what it means for AI developers.
Hot AI Debates: Is RAG Dead? Do Skills Replace MCP?
GitHub Podcast tackles three hot AI debates: should you read AI-generated code line by line, is RAG obsolete, and will Anthropic Skills replace MCP? A deep-dive analysis.
ProductBridge: AI-Powered Customer Support and Feedback Integration for Evidence-Driven Roadmaps
ProductBridge is an AI-native support and feedback platform with an AI agent that calls your APIs, deduplicates feedback, and scores it by reach and revenue to drive evidence-based roadmaps. Supports MCP for Claude, ChatGPT, and Cursor.
Authorizing MCP Tool Calls Without Surrendering Credentials: How Keydris Works
An open-source credential-free MCP server template lets AI agents call tools via single-use, action-scoped KIT tokens — no API keys or PATs stored. Compatible with Claude, Cursor, and more.
Tool Hallucination: The Structural Blind Spot in LLM Agents and Closed-World Defense
New arXiv paper exposes tool hallucination in LLM agents: agents invoke nonexistent tools, bypassing all selection and gating defenses. Covers H1-H5 taxonomy, closed-world resolver architecture, MCP namespace collisions, and the HTB benchmark.
Prompt → MCP → Agent → Skill: The AI Terminology Evolution Chain Explained in 5 Minutes
A clear guide to five core AI concepts — Prompt, MCP, Agent, Skill, and Cowork — and how they connect in a layered evolution chain from simple instructions to multi-agent teamwork.
From Function Calling to MCP: Understanding the Core Mechanics of LLM Tool Invocation
Start with the 5-step Function Calling workflow, use a weather query demo to unpack how LLM tool invocation works, and understand its role as the foundation for MCP and A2A.
Is MCP Losing Its Shine? Why AI Developers Are Falling Back in Love with CLI
Why are AI developers rediscovering CLI after a year of MCP hype? We break down the trade-offs across token cost, model capability fit, and security.
Google Opens Google Home MCP Server: AI Agents Can Now Control Smart Home Devices
Google launches an MCP server for Google Home in early access, letting AI agents like Claude and ChatGPT control smart home devices via natural language.
MCP Protocol Goes Stateless: What the New Spec Actually Changes
MCP's latest spec update removes Sessions, Initialize Handshake, and Stream Resumability in favor of a stateless architecture. Learn what changed and what breaks.
Slowave: A Local Memory Layer That Lets Coding Agents Maintain Their Own Memory
Slowave is an open-source local memory layer for coding agents. It replaces standalone LLM judges with agent-driven reinforcement and decay, preventing context pollution over long-term use. Supports Claude Code, Cursor, Codex, and more.
MCP Authorization Governance: Why Tool Calls Need Security Beyond OAuth
Why MCP tool calls need authorization governance beyond OAuth — covering permission enforcement layers, request content inspection, data exfiltration testing, and how Airlock helps secure AI agents.
MCPA Certification Study Guide: Mastering the Security and Governance Domain
Security & Governance makes up 24% of the MCPA exam. Learn what each competency tests — authentication, data protection, governance — and clear up the concepts candidates most often confuse.
MCP Authentication Reimagined: From DCR Dynamic Registration to CIMD Linking
MCP authentication is shifting from DCR dynamic client registration to CIMD client ID metadata documents. Learn how these two OAuth approaches work, their tradeoffs, and why CIMD is better suited for ephemeral AI Agents.
MCP Event-Driven Extension: Freeing AI Agents from the Chat Window
MCP core maintainer explains the experimental Triggers and Events extension, enabling AI Agents to be driven by GitHub, monitoring, and message queue events via Pull, Push, and Webhook delivery modes.
GitHub MCP in Practice: New Protocol, Elicitation, and Stateless Servers
A GitHub engineer shares firsthand MCP experience across server, client, and protocol spec: new spec rollout, MRTR enabling elicitation on stateless servers, and Skills over MCP and Server Cards.
AI-Assisted JS Reverse Engineering: From Manual Code Extraction to Automated Encrypted Parameter Analysis
Compare manual JS reverse engineering vs. Claude Code + MCP automation for cracking Pinduoduo's anti_content parameter — breakpoints, obfuscation, and PoC generation.
Cline + MCP: A Beginner's Guide to Building an AI Programming Automation Workflow
A hands-on guide to building a Cline + MCP AI automation workflow in VSCode, covering setup for search, Playwright browser automation, Baidu Maps, local filesystem, and MySQL database services.
ProGantt: Letting AI Agents Read and Write Gantt Charts via MCP
ProGantt lets AI Agents read and write Gantt charts via MCP protocol. Explore its core capabilities, the value of MCP, and the rise of AI-native project management tools.
Building Localized Ads with MiniMax H3 + ComfyUI: An AI Video Pipeline That Runs on an RTX 4060 Ti
A Lima-based creator shares an AI ad video pipeline running on an RTX 4060 Ti, combining MiniMax H3, Z-Image Turbo, int8 quantization, and Claude Code + MCP automation for cinematic local ads.