#MCP协议
102 related articles
TutorialsCursor + MCP in Practice: A Complete Guide to Building a Browser Automation Agent
A detailed guide on integrating Playwright MCP Server with Cursor, covering Node.js setup with NVM, NPM mirror configuration, and building a browser automation agent step by step.
TutorialsZen MCP: An Open-Source Tool That Lets Claude Orchestrate Multiple AI Models in Collaboration
Deep dive into Zen MCP, an open-source project that lets Claude Code orchestrate Gemini, O3, and other AI models via MCP protocol, with cost-reduction proxy setup guide.
TutorialsWhy Qwen3 Is the Best Open-Source Model for MCP Agent Development
Analysis of Qwen3's advantages for MCP agent development, comparing DeepSeek R1's lack of Function Calling, covering MoE architecture and thinking mode switching.
Deep DivesMCP Apps Deep Dive: AI Tools Move from Text Exchange to Interactive Collaboration
Deep analysis of MCP Apps: how Anthropic and OpenAI's official MCP extension enables AI tools to return interactive UIs, solving the context gap with Human-in-the-Loop collaboration.
Product ReviewsUnityMCP 1.0 Hands-On Review: Generate Unity3D Games with a Single Sentence Using AI
Detailed review of UnityMCP 1.0 plugin covering installation, core features, and real-world results. This MCP plugin integrates directly into Unity Editor, enabling automatic scene building, scripting, and component attachment via natural language.
TutorialsLangGraph Multi-Agent Architecture: Graph Structure Principles and Enterprise-Level Implementation Guide
Deep dive into LangGraph's core graph structure design, single and multi-agent collaboration patterns, MCP protocol integration, and Time Travel fault-tolerance, with enterprise-level hybrid multi-agent architecture implementation.
TutorialsMCP Protocol Explained: The New Agent Communication Standard Replacing Function Calling
Deep dive into MCP (Model Context Protocol): its core concepts, three communication mechanisms, and ecosystem. Learn how MCP replaces Function Calling with Streamable HTTP and SDK 2.0.
Tech FrontiersAbleton MCP: A New AI Paradigm for Controlling Music Production with Natural Language
Ableton MCP is an open-source project that lets AI Agents control Ableton Live via MCP protocol, enabling natural language MIDI generation, intelligent sound search, and automated mixing.
Product ReviewsMemPalace: An Open-Source Tool That Gives AI Agents Local Long-Term Memory
MemPalace is an open-source local memory tool that builds long-term memory for AI Agents via verbatim storage, semantic retrieval, and MCP protocol, solving the pain of starting from scratch every session.
Deep DivesWhat Is the MCP Protocol? Understanding the USB-C of the AI World
MCP (Model Context Protocol) is a unified standard for connecting AI models to external tools. This guide explains MCP's core concepts, practical value, and provides a quick-start tutorial.
Industry InsightsHow MCP Becomes a Deep Extension Point for Agent Platforms: Architecture Design and Practice
Deep dive into MCP protocol architecture in Agent platforms, covering MCP Proxy design, tool invocation for human-in-the-loop collaboration, permission integration, and advantages over Skill approaches.
Product ReviewsCodeGraph Real-World Test: Can a Code Graph Indexing Tool Actually Save Tokens? The Results Were Surprising
Real-world test of CodeGraph (20k Stars), a code graph indexing tool that replaces AI file-by-file scanning with local semantic graphs. Unity project comparison reveals higher costs but significantly better code quality.
Product ReviewsKodHau MCP Tool: Injecting Team Tacit Knowledge into AI Coding Assistants
KodHau is a local MCP-based AI coding tool that injects team architectural decisions, code review records, and tacit knowledge into AI Agents, solving the core pain point of missing engineering context.
Industry InsightsNVIDIA Verified Agent Skills Framework: A New Standard for AI Agent Capability Governance
NVIDIA releases its Verified Agent Skills framework, offering systematic capability governance for AI agents through skill certification, permission control, and MCP integration.
Product ReviewsOpen Finance MCP: An Open-Source Tool That Lets AI Assistants Read Your Bank Data Directly
Open Finance MCP is an open-source tool by Brazil's Cumbuca that connects bank data to ChatGPT and Claude via MCP protocol for natural language financial analysis.
Product ReviewsNew Features for Claude Managed Agents: Self-Hosted Sandboxes and MCP Tunnels Explained
Anthropic launches two enterprise features for Claude Managed Agents: self-hosted sandboxes with Cloudflare, Daytona, Modal, and Vercel, plus MCP Tunnels for secure private network connections.
TutorialsClaude Code MCP Protocol Explained: Configuration, Optimization, and Practical Tips
Deep dive into MCP protocol in Claude Code: HTTP vs STDIO server types, three scope configurations, and context window optimization tips for efficient AI programming.
Industry InsightsAnthropic Acquires Stainless API: A Strategic Play for SDK and MCP Ecosystem Dominance
Anthropic acquires SDK platform Stainless API, internalizing core developer tools. Analysis of the strategic logic: controlling developer experience, strengthening MCP ecosystem, and the AI vertical integration trend.
TutorialsClaude Code MCP Server Configuration Tutorial: Complete Guide to Connecting External Data Sources
Learn how to configure MCP servers in Claude Code to connect external data sources, including Context7 for latest docs and Playwright for browser automation.
Deep DivesThe Rise of AI Operating Systems: How Large Models Are Evolving from Tools to OS
AI is evolving from a single tool into a complete operating system. This article analyzes AI OS core architecture, MCP/A2A protocol standardization, and how Agents are becoming the next OS paradigm.