#MCP
523 related articles
Building an AI Smart Home That Understands Natural Language with n8n + MCP + ESP8266
A smart home project using n8n workflows, the MCP protocol, and ESP8266: the Gemini-powered voice Agent "Bob" reads sensor data and voice-controls 6 devices, showing how LLM tool calling works in IoT.
MCP Server Hosts AI Answer Service: Track Search Visibility Across Platforms with One Integration
AnswerLine launches a hosted MCP server returning answers and citations from ChatGPT, Gemini, Google AI Mode, and Google Search as structured JSON, with 500 free credits for new users.
n8n AI Agent in Practice: A Complete Breakdown of Models, Memory, and MCP Tools
A hands-on walkthrough of the n8n AI Agent's three core components: Chat Model switching, Simple Memory, and Atlassian MCP Server integration for reading Jira stories.
Driving Pi with ChatGPT Sessions: MCP and Computer Use in Practice
How to use ChatGPT tasks to organize persistent Pi sessions, connect MCP tools, and fill capability gaps with Computer Use for continuous workflows without losing context.
Getting Started with GitHub Copilot: Teaching AI to Understand Your Codebase
GitHub Copilot beginner guide: learn how custom instructions, skills, custom agents, and MCP servers like Playwright let Copilot truly understand your codebase.
Connecting Blender Cloud Rendering to AI Agents: The 5-Second MCP Timeout Trap and How to Fix It
JANCTION Render wraps Blender cloud rendering as an MCP Server for OpenAI Agents SDK and LangChain. This article dissects the McpError caused by the 5-second default timeout and offers a 120-second timeout config, LangChain integration code, a pure Python client approach, and cost control strategies.
SAP MCP Security Checklist: 7 Checks You Must Verify Before Connecting AI Agents
A security checklist for MCP in SAP environments: from authentication, least privilege, network segmentation, and data protection to SIEM monitoring—covering the essential checks and common failure modes before connecting AI Agents to SAP.
Building an MCP Server in Python: One Server for Both Claude and OpenAI
Learn how to write an MCP Server in Python that connects to both Claude Code and OpenAI Agent SDK. Covers local stdio and remote streamable HTTP, allowed tools security, and ToolError best practices.
Breaking the L402 Micropayment Bottleneck for AI Agents: Batch Macaroons and Bitcoin Anchoring
Bitcoin Stratigraphy Data Engine team solves the L402 micropayment bottleneck for AI agents via 100-call macro Macaroon batching and edge caching, integrating OpenTimestamps for state anchoring.
Beyond MCP: Wiring Your AI Coding Agent to Jira and Bitbucket with the TWG CLI
Atlassian's TWG CLI lets AI coding agents read and write Jira, Confluence, and Bitbucket. We compare it to Rovo MCP Server on token cost, composability, and use cases, with a corporate Windows install guide and security guardrails.
AI Agent Writes SCL Programs for Siemens S7-1500 via MCP
An AI Agent bridges Siemens TIA Portal V19 via MCP to independently build a conveyor sorting control program for the S7-1500, from creating a CPU and writing the SCL state machine to delivering 14 test cases — while proactively flagging 12 race conditions and boundary issues and explicitly refusing to handle safety functions.
MCP Sampling Deprecated: What's Actually Wrong with Delegating Generation to the Client?
MCP deprecated sampling in its July 2026 spec. This article explains how sampling works, why it was introduced, the three reasons it was deprecated (complexity, security, alternatives), and when delegating generation to clients still makes sense.
Building a Secure MCP Server from a REST API: OAuth, Permissions, and Risk-Level Classification in Practice
Step-by-step guide to turning a REST API into a secure MCP server: OAuth auth, scope & claim authorization, Read/Write/Destructive risk levels, and dual credential isolation for Claude, Cursor, and AI agents.
mcp.tc: A Free Directory of Over a Thousand MCP Servers
mcp.tc is a free, independent MCP server directory listing ~1,000 servers. Supports one-click setup for Claude, ChatGPT, Cursor & more, with daily reviews and a public API.
How MCP Connectors Enable LLMs to Handle the Hardcore Math of Environmental Emissions Compliance
How MCP connectors wrap deterministic EPA stack testing math as structured tools, eliminating LLM hallucination risk in emissions compliance, with Vinkius sandbox execution and governance.
AI Agent Identity Governance: A Five-Layer Architecture for Securing Agents and MCP
PlainID & iC Consult CTOs break down the 5-layer Agentic IAM framework covering agent identity, discovery, policy, MCP enforcement, and audit for AI agent security.
MCP Protocol Explained: The "USB-C" That Connects AI to the Real World
MCP (Model Context Protocol) by Anthropic — adopted by Google, Microsoft & OpenAI — acts like USB-C for AI, enabling it to connect to Gmail, GitHub, and more via a unified standard.
River AI in Practice: Building a Voice-Controlled ESP32 Agent with n8n + MCP
River AI is a voice-controlled AI Agent built with n8n, MCP, and ESP32. It reads sensor data and controls 6 appliances. A practical IoT + AI Agent walkthrough.
Silver Price Returns CPI: The Fatal Trap of MCP Tool Word Matching
When "silver price" returned US CPI data, an MCP tool exposed a fatal flaw in natural language-to-ID resolvers. Learn how to fix it by distinguishing filler, kind, and specific words.
Xuanxing MCP in Action: A Complete Setup Guide for AI-Assisted Android Reverse Engineering
A complete setup guide for Xuanxing MCP Android reverse engineering: configuring SO MCP, Algorithm Assistant, and MT Manager for AI-driven app analysis. Covers MCP connections, model integration, and skill setup. For legal educational use only.