格 千格 KiloCell

Claude Code, Eco-Ecosy.

🧩 Plugin, Skills, MCP Servers all over the network

all
MCP Servers
Skills
Community Plugin
Peripheral Tools
🔌 Hot MOP Servers
📁 Filesystem Official

Read and write local file systems to support multi-level directory browsing, precision file editing and re-engineering suggestions.

Local Yes, sir.
🐙 GitHub Official

Depth integration GitHub API supports the creation of PR, access to Issue, search code libraries and management of Workflow.

Collaboration CI/CD
🌐 Puppeteer Official

Browser automation tool that allows Claude to access the web page, screen and capture real-time data for analysis.

Network The reptiles.
🐘 PostgreSQL Official

Connects to the database to perform SQL queries to support Schema analysis and complex data report generation.

Data Backend
🔍 Brave Search Official

Claude is given real-time online search capability to access up-to-date technical files and industry information.

Search Real time
📄 Google Drive Official

Reads and manages documents and tables in Google Drive, and integrates the cloud knowledge base.

Clouds Office
Preset Skills
🔍 code-review

Automatically scan code changes, check logic bugs, security gaps and make recommendations for performance optimization.

/code-review
📝 commit

Automatically generate submission information that conforms to the Code of the Convergence (Conventional Committees) based on changes in the temporary area code.

/commit
📖 explain-code

Analyses complex algorithms or legacy code logic by line and produces an understandable Chinese document description.

/explain-code
🏗️ architecture

Analyse project structure to generate C4 model, PlantUML class maps or ADR architecture decision-making records.

/create-docs
claude_desktop_config.json
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/docs"]
    },
    "github": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-github"],
      "env": { "GITHUB_PERSONAL_ACCESS_TOKEN": "your_token" }
    }
  }
}

Claude Code Ecology: Build your AI Developer Workstation

Claude Code is not just an order line tool, it's a based MCP (Model Context Protocol) The agreement builds a scalable ecosystem. You can make Claude You really understand your business logic, operate your production environment, and integrate it with the existing DevOps process depth.

What's the MCP protocol? Why is it so important?

MCP is an open agreement initiated by Anthropic to address communication barriers between the AI model and external data sources. Through MCP:

  • Security : Data access is fully in the local Server, and AI can only access information through an interface you define.
  • Real-time sex : Out of the training data lag, AI can directly access your latest database records or Jira missions.
  • Extension : Anyone can write their own MCP Server using Python or TypeScript, connecting AI to the company's private API。

How can we improve teamwork through Skills?

Skills is a "fast command" for Claude Code. Except for the inside. /code-review Wait, you can customize the team for Skyll. For example, create a /deploy-check Command, let Claude Automatically check the absence of environmental variables in the configuration file prior to deployment. These profiles can be stored in the root directory of the project. .claude/commands/ , with the code library.

Community hot resource recommendations

  1. Smithery.ai : The MCP plugin installs a platform that is well suited for quick search by newers.
  2. Anthropic Cookbook : Officially offered an advanced course of learning on how to construct a complex autonomous Agent workflow.
  3. GLAMA : The MCP Server market, currently the most active third party, contains hundreds of vertical connectors.

Question Queue of Common Problems (FAQ)

  • MCP configuration not effective? Please make sure to restart Claude Desktop or terminal sessions and check if Node.js version is above 18.
  • GitHub Server, wrong 401? Please confirm that your personal access token has sufficient powers (especially Repo and Metadata).
  • How to protect sensitive data? The recommendation is claude_desktop_config.json Use the environment variable reference instead of the direct hard encoding.

Concluding remarks

Claude Code is expanding at an alarming rate. 2025, mastery of MCP integration and self-defined Skill Develop the matching skills that will become a senior developer. Start configuring your exclusive ecology now, let AI Be your best digital teammate.