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How to quickly deploy multiple MCP servers in a development environment to enable interaction of AI models with external tools?

2025-08-24 1.7 K

A three-step solution for rapid deployment of MCP servers

To realize the interaction of AI models with tools like GitHub/Notion, you can follow the steps below:

  • Environmental Preparation:Install the Docker environment (Docker Desktop is recommended for Windows/macOS users) via thedocker --versionVerify Installation
  • Mirror Image Acquisition:interviewsProject WarehouseFind the desired server (e.g., github-mcp-server), execute thedocker pull ghcr.io/metorial/github-mcp-server:latest
  • Run the configuration:Add parameters based on the type of service, e.g. GitHub servers require a PAT token:
    docker run -i --rm -e GITHUB_PERSONAL_ACCESS_TOKEN=your_token ghcr.io/metorial/github-mcp-server:latest

Enhancement programs: through-pThe parameter maps the port (e.g.-p 3000:8080), or usedocker-compose.ymlManage multi-container deployments.

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