#MCP
506 related articles
Using MCP Tools to Let an AI Agent Plan a Portland Walking Route
By connecting Claude Code to GeoAppify MCP, a single prompt lets an AI agent generate a real Portland walking route. Seven tool calls, about 13 credits, showing how the MCP protocol lets an AI travel planning agent connect real places and walking times.
Building a Personal AI Assistant with Hermes Agent: A Practical Guide to Connecting Cloud Servers via MCP
Based on an Indonesian developer's hands-on tutorial, this guide explains how to build a personal AI assistant with Hermes Agent and MCP to remotely manage cloud servers via Telegram.
Five API Failure Lessons from Serving 300 AI Agent Clients
Agent Commons' practical lessons from serving 300 AI Agent clients: Bot protection silent blocking, GET-only limitations, redirects breaking requests, sandbox environments without public IPs, template placeholder submissions—five major API design pitfalls and solutions.
Obsidian 2026: MCP Connects AI Agents with Your Local Knowledge Base
In 2026, Obsidian's knowledge management focus shifts to AI integration: connecting vaults to AI agents via MCP, building local LLM assistants with Smart Connections and Copilot, and balancing privacy with functionality.
MCP vs API: When AI Agents Post to Social Media, Which One Replaces the Other?
Will MCP replace social media APIs? This article breaks down the full chain of AI agent posting: APIs handle deterministic machine-to-machine calls, while MCP wraps platform capabilities into tools for models to discover. They're not replacements — MCP is an adapter built on top of APIs.
Connecting Roblox Studio to Gemini via MCP: A Practical Guide
A complete guide to connecting Roblox Studio to Gemini via MCP: enable MCP Server, use Quick Connect with Gemini CLI, and troubleshoot failures so AI can operate your game project directly.
Multi-Agent + MCP: A Practical AI Solution for Hotel Group Booking
AI/MCP Agent™ platform showcases a multi-agent hotel group booking solution: an operations agent queries PMS for rooms and pricing via MCP, a contracts agent drafts proposals with zero tools and pure reasoning, and structured handoffs keep quotes and contracts consistent—delivered via website, agent assist, and phone.
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.