#MCP
523 related articles
Laravel Meets MCP Servers: A Practical Guide from Install to Test
Hands-on Laravel MCP package tutorial: setup and install, creating MCP servers and tools via Artisan, local vs remote registration, testing with the built-in inspector, and best practices for descriptions and safety annotations.
New Ideas for Agent Memory: The More You Use It, the Better You Remember
Agent Commons launches Agent notes: topic-based storage, tag retrieval, and read-count reinforcement. Frequently recalled memories rank higher—designed as "a notebook, not a vector database," available via HTTP, MCP, and A2A.
Building a Privacy-First Medical Imagi…
Building a Privacy-First Medical Imaging AI Agent with Claude and MCP
Build a privacy-first medical imaging AI agent with Claude and MCP: Aegis local de-identification and six narrow tools keep PHI and pixels local while the model only orchestrates.
A2A vs MCP vs ACP: The Protocol War Is Over, But Teams Are Still Paying for It
What's the difference between A2A, MCP, and ACP? ACP has been merged into A2A and is now history. This article analyzes the real cost of the protocol war, the two-layer MCP and A2A stack, what enterprise-ready really means, and the trade-offs you must accept when choosing a protocol.
Chatway MCP: Let ChatGPT and Claude Take Over Customer Support Tickets Directly
Chatway MCP lets AI assistants like ChatGPT and Claude manage support tickets, reply to messages, search contacts, and access knowledge bases via the MCP protocol—no code required.
Developer Builds Ad-Free MCP Prayer Times Plugin: Precise Calculations with 12 Algorithms
Developer launches ad-free ChatGPT plugin Muslim Prayer Reminder, built on MCP protocol with 12 astronomical standards, multi-school Asr times, high-latitude handling, and zero data tracking for automated daily prayer reminders.
REA Hands-On: Letting AI Agents Drive Ghidra Reverse Engineering with Natural Language
The open-source REA project uses MCP to let AI Agents like Claude Code and Cursor drive Ghidra and other reverse engineering tools, analyzing binaries, APKs, Electron apps, and packets in natural language with evidence-backed results, plus setup and legal tips.
Mycelium Finance Hands-On: How AI Agents Can Connect Directly to On-Chain Real-Time Data
Hands-on with Mycelium Finance's MCP server: how AI agents connect directly to Solana on-chain real-time data via tools like get_mycelium_allocation, plus the x402 payment mechanism and HTTP mirror.
MCP Server Tool Count Tested: From 5 to 100, Accuracy Doesn't Drop — It Actually Holds
1,932 runs tested: MCP servers with 5 to 100 tools show no accuracy drop on frontier models. But client costs diverge sharply — Claude Code tool search saves 59% of input tokens, while Codex CLI costs the most.
MCP Tool Call Security: The Agent Tool Surface Is the Attack Surface
MCP lets AI Agents call tools, but most teams overlook who decides the call. This article analyzes injection risks, trust boundary determination, and three missing defense lines.
I Added AI Agents to My To-Do App and Became the Most Useless Person in the Room
A developer hooked a multi-agent AI system into a to-do app: two code review bots argued for three days, a vector database enabled semantic search, and an agent chain burned 2M tokens delivering a pizza. As AI agents start collaborating, the human role in to-do management is being redefined.
AI Coding Keeps Writing Outdated APIs? Context7 MCP Solves Code Lag
AI coding assistants often write outdated API code due to knowledge cutoff dates. Context7 MCP Server lets coding agents fetch the latest official documentation context in real time via the MCP protocol, reducing debugging time from outdated APIs and improving coding efficiency.
daily.dev Brings AI Agents into the Developer Feed
daily.dev adds MCP protocol support so AI agents like Claude, Cursor, and Codex can read personalized developer feeds, search posts, save bookmarks, and more.
MCP vs REST API: What Do AI Agents Really Need?
A deep comparison of MCP vs REST API: MCP lets AI Agents autonomously discover and invoke services, while REST serves human developers. They collaborate in layers rather than replace each other — this article breaks down the workflow, security context passing, and selection advice.
Why Does Claude Code Load None of Its 170 MCP Tools?
Claude Code uses tool search to load only MCP tool names at startup instead of full manuals, cutting a 55,000-token tool overhead by over 85%. This article examines how it works, its real-world results, and its limits.
MCP + CLI > MCP vs. CLI: The Protocol Didn't Lose — Agents Just Used It Wrong
MCP is dismissed because agents use it badly. Apify's mcpc shows MCP for remote + CLI for local, with progressive tool discovery and code mode.
MCP's Major 2026 Overhaul: A Stateless Core and Production-Grade Agent Protocol
MCP's 2026 revision removes session binding for a stateless core, drops the initialize handshake and Mcp-Session-Id, adds server/discover, and moves the Agent protocol toward production-grade deployment.
Connecting AI Agents to Real-Time Amaz…
Connecting AI Agents to Real-Time Amazon Data: A Practical Guide to MCP and REST
A complete, runnable guide to connecting AI Agents to real-time Amazon data: MCP endpoint setup, three-step test, Python reference implementation, and the verifiability gap between grounded and bare models on business questions, with cost, security, and platform integration status.
Turn Any Existing API into an AI-Ready MCP Server Without Writing Code
See how to turn any existing OpenAPI contract into an MCP server with one command, letting AI agents act on your real APIs — no code, no backend changes.
Cyango MCP in Action: Generating XR Interactive Experiences with AI in Cursor
Connect Cursor's AI agent to Cyango XR Studio via MCP to generate 3D interactive quiz experiences from a single prompt. Full walkthrough of setup, model selection, bug fixing, and visual customization.