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MCP Series (03): Ecosystem Navigation — Official Servers and Community Picks
The state of the MCP ecosystem: 9 officially maintained Servers cover filesystems, GitHub, databases, search, and browser automation. Community contributions now exceed 3,000 Servers. This article covers the actual capabilities and configuration of official Servers, curated community picks by category, and a 5-dimension framework for evaluating MCP Server quality.
MCP Series (01): What Is MCP — Why Function Calling Isn't Enough
Function Calling already lets LLMs invoke tools. What does MCP add? The core difference: Function Calling binds tool definitions inside the caller's code; MCP moves tool definitions into an independent Server process. One implementation, reused by any Host. This article starts from a real scenario and compares the code structure and engineering cost of both approaches.
One Open Source Project a Day (No. 104): CLI-Anything - Making Every Piece of Software Agent-Native
CLI-Anything is an open-source framework from HKUDS (HKU Data Science Lab) that transforms any desktop or web application into a structured, AI-agent-callable CLI through a 7-phase automated methodology. Supporting 80+ apps including GIMP, Blender, and LibreOffice, it natively integrates with Claude Code, OpenClaw, and other major AI agent platforms.
Claude Code + SonarQube Static Analysis: The AI Quality Loop is Finally Closed
A complete hands-on guide to integrating SonarQube static analysis into Claude Code via MCP. Includes a critical version warning — sonarqube-cli requires SonarQube Server 10.x or later; 9.9 LTS will not work.