#STDIO vs HTTP
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Save Windsurf Credits: MCP Plugin Extends Each Conversation by 5–6 Extra Interactions
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Product Reviews·2 min
MCP Trends Hub: A Deep Dive into the MCP Protocol-Based Trending Topics Aggregation Tool
Deep dive into the open-source MCP Trends Hub project: how it aggregates trending topics from Weibo, Zhihu, Douyin and more via MCP protocol, and the core value of MCP in AI real-time data access.
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Tutorials·4 min
Unlimited Free Windsurf Accounts: Complete Guide to Seamless Account Switching & Credit Compression
Complete guide to Windsurf batch registration, seamless account switching, credit compression, and MCP sustained conversations for unlimited GPT-5.2 calls with free accounts.
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Tutorials·4 min
Windsurf Seamless Account Switching Tool "Spark": Auto-Switch Accounts for Unlimited Free Credits
Detailed analysis of the Windsurf seamless account switching tool "Spark": batch account management, auto Token refresh, seamless switching mechanism, MCP-based long conversations, ban risks, and compliant alternatives.
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Tutorials·4 min
Windsurf Seamless Account Switching Tool "Spark": Auto-Switch Accounts for Unlimited Free Credits
Detailed analysis of the Windsurf seamless account switching tool "Spark": batch account management, automatic Token refresh, seamless switching mechanism, MCP long conversation capability, ban risks, and compliant alternatives.
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Product Reviews·4 min
Coze Space vs Manus: Hands-On Comparison — Which AI Agent Automation Tool Is Better?
Hands-on review of Coze Space with real-world tests including enterprise analysis reports and stock comparisons, plus a full comparison with Manus to see which AI Agent automation tool comes out on top.
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Tutorials·3 min
Graphiti MCP Server Configuration Tutorial: Giving Cursor and Claude Code Persistent Memory
Step-by-step guide to configuring Graphiti MCP Server, adding persistent cross-session memory to Cursor and Claude Code via Neo4j temporal knowledge graphs.
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Deep Dives·4 min
A2A Protocol Explained: Complementing MCP to Build a Standard Communication Layer for Multi-Agent Collaboration
Deep dive into Google's A2A protocol core mechanisms (Agent Card, Task, Transport), comparing A2A vs MCP roles, and tracing the evolution from tool calling to multi-agent team collaboration.
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Deep Dives·4 min
MCP Protocol Deep Dive: Core Concepts, Workflow, and Packet Capture Analysis
Deep dive into MCP protocol internals: core concepts of Host, Server, and Tool, complete data flow, Function Calling evolution, and packet capture revealing how Cline actually communicates with LLMs.
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Tutorials·4 min
DevBox in Practice: Building an MCP Server & Client from Scratch with One-Click Deployment
Step-by-step tutorial: Build an MCP Server and Gradio Client from scratch using DevBox cloud platform, covering tool definition, LLM function calling, SSE connections, and one-click deployment.
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Deep Dives·3 min
MCP Protocol Explained in 3 Minutes: The USB-C Standard for AI
A clear breakdown of MCP (Model Context Protocol): its core concepts, three standard primitives, real-world use cases, and ecosystem status. Learn how Anthropic's open-source unified tool integration standard is changing AI development.
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Deep Dives·4 min
Agent, MCP, and Function Calling: A Complete Guide to Their Differences and Relationships
A deep dive into the relationships between AI Agent, MCP protocol, Function Calling, and Prompt. From basics to full architecture, build a clear cognitive framework for AI app development.
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Product Reviews·2 min
Claude Context: An MCP-Based Semantic Search Tool That Lets AI Understand Your Entire Codebase
Zilliz's open-source Claude Context uses MCP protocol and vector semantic search to give AI coding assistants like Claude Code full codebase understanding. 10,700+ GitHub Stars.
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Product Reviews·2 min
Safari MCP: The Most Resource-Efficient AI Browser Automation Solution on Mac
Safari MCP natively drives Safari via AppleScript, providing AI agents with 80 automation tools. Compared to Chrome DevTools, it reduces CPU usage by 40-60% on Apple Silicon, preserves login state, and runs silently in the background.
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Product Reviews·3 min
Figma-Context-MCP: The Open-Source Tool That Lets Cursor Understand Figma Designs
Figma-Context-MCP is an open-source MCP server that injects Figma design data into AI coding assistants like Cursor, enabling precise design-to-code conversion. 14,000+ GitHub Stars.
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Product Reviews·5 min
BuildWithClaude: A Claude Extension Resource Directory with 2800+ Stars
BuildWithClaude is a GitHub project with 2876 Stars aggregating Claude ecosystem resources across Skills, Agents, Plugins and more. Learn its core features and usage to discover and integrate Claude Code extensions.
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Product Reviews·3 min
NetCoreKevin: An Open-Source .NET Enterprise AI Knowledge Base Agent Architecture in Practice
Deep dive into NetCoreKevin, an open-source .NET project integrating Semantic Kernel and RAG for AI knowledge base agents, with multi-tenant SaaS, MCP protocol, and distributed transaction support.
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Product Reviews·3 min
Anything Analyzer: An All-in-One Protocol Analysis Tool Integrating Packet Capture, MITM Proxy, and AI Analysis
Deep dive into Anything Analyzer: an open-source tool integrating browser packet capture, MITM proxy, JS Hook, fingerprint spoofing, AI analysis, and MCP Server for protocol analysis and security research.
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