#MCP Servers
143 related articles
·3 min
Claude Code with Local LLMs: Token-Free Deployment Guide & Configuration
Learn how to connect Claude Code to local LLMs for token-free AI coding. Covers three-layer architecture, Ollama/LM Studio/vLLM setup, protocol translation, and hardware selection.
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·3 min
What Makes Claude Code So Powerful? A Five-Dimension Comparison with Traditional AI Chat Tools
A deep comparison of Claude Code vs traditional AI chat tools across 5 dimensions: interaction, context, execution, memory, and tool invocation.
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·3 min
Claude Code Local Deployment: A Practical Guide to Connecting Local LLMs
Complete guide to deploying Claude Code locally with Ollama, LM Studio, or vLLM. Covers architecture, protocol translation, hardware requirements, and model selection for zero-cost, private AI coding.
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·3 min
Five Key Differences Between Claude Code and Regular AI Chatbots
An in-depth comparison of five core differences between Claude Code and regular AI chatbots like ChatGPT, covering interaction, context, execution, memory, and tool integration for developers.
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·2 min
Claude Code vs Regular AI Chat: An In-Depth Comparison Across Five Dimensions
A deep comparison of Claude Code vs regular AI chat across five dimensions: interaction, context understanding, execution, memory, and tool invocation.
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·3 min
OpenAI Codex Deep Dive: Core Capabilities and Engineering Best Practices Guide
Deep dive into OpenAI Codex's core capabilities including multi-task parallelism, Agent Loop mechanism, and Specification-Driven Development (SDD), with learning resources and advanced paths for mastering AI programming workflows.
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·3 min
Complete Guide to Pi Coding Agent: Building Customized AI Programming with Minimalist Four Tools + Extension System
In-depth guide to Pi Coding Agent: its four core tools, extension system development, Skills management, and detailed comparison with Claude Code for building customized AI programming workflows.
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·1 min
Andrew Ng Partners with Google to Launch Complete Gemini CLI Tutorial: From Beginner to Advanced Automation
Andrew Ng partners with Google on a Gemini CLI course covering installation, context engineering, MCP server integration, and automation workflows with hands-on projects.
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·1 min
NoteGen MCP Configuration Tutorial: Connect AI Tools in Three Simple Steps
A complete guide to configuring MCP in NoteGen: runtime environment check, server list management, and precise tool selection in three key steps.
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·3 min
Connecting Zotero MCP to Claude and Codex: A Deep Writing Workflow Powered by Your Local Reference Library
Learn how to connect your local Zotero library to Claude and Codex via Zotero MCP for AI-assisted academic writing with real citations, PDF-to-Markdown optimization, and ARS command workflows.
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·3 min
Codex MCP Getting Started Guide: Configuration Methods and Practical Applications Explained
A detailed guide to Codex MCP (Model Context Protocol): core concepts, two server types, configuration methods, and practical applications to help developers get started quickly.
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·4 min
7 Context Management Tips to Save Tokens in AI Conversations
AI conversations getting worse over time? Master these 7 context management tips—including manual compression, cache rules, and streamlined instructions—to save tokens and boost Claude and GPT output quality.
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·3 min
Andrew Ng and Anthropic Launch the Definitive Claude Code Tutorial: A Complete Breakdown
Andrew Ng and Anthropic launch the definitive Claude Code course covering core principles, multi-instance parallel development, MCP server integration, and three hands-on projects for AI-assisted programming.
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·2 min
API to MCP Tool in One Click: Let AI Agents Easily Call Any API
Learn how the open-source API to MCP tool converts any REST API into an MCP Server with one command, enabling Claude Code and Codex agents to call third-party APIs directly.
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·2 min
Andrew Ng's Agent Skills Tutorial: A Complete Guide to Teaching AI Agents New Skills
A deep dive into Andrew Ng and Anthropic's Agent Skills course: how to empower AI agents like Claude Code with new capabilities through standardized skill files, progressive loading, and MCP integration.
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·3 min
Complete Guide to MCP Protocol in Claude Code: Configuration, Management, and Context Optimization
Complete guide to MCP protocol in Claude Code: adding servers, configuring three scope levels, and optimizing context windows to efficiently connect external tools and data sources.
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·4 min
The Complete AI Programming Workflow: An Efficiency Revolution from Codex to Ghost
A deep dive into an indie developer's AI programming workflow, covering Codex, Ghost database management, Create Skills context system, and MCP servers for maximum efficiency.
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·2 min
15 Curated Programming MCP Tools: A Practical Guide from Browser Debugging to One-Click Deployment
15 curated programming MCP Servers tested hands-on: Chrome DevTools, Neon, Figma-to-code, Vercel deployment & more, with Claude Code and Codex setup guides.
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Complete Guide to Cursor AI's Seven Wo…
·4 min
Complete Guide to Cursor AI's Seven Work Modes: From Beginner to Power User
In-depth guide to Cursor AI's seven work modes: Plan, Debug, Multitask, Ask, Image, Skills, and MCP Servers, with practical demos and scenario selection tips.
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·4 min
MCP vs Function Calling: Core Differences and Selection Guide
Deep dive into 3 core differences between MCP and Function Calling: coupling, interaction breadth, and security. Learn why AI needs a unified protocol and how to choose the right approach.
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