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  • Why this server?

    This server is relevant because it's an MCP server connecting to Kubernetes and a library for building more servers for custom resources in Kubernetes, which would involve programming.

    mcp-k8s-go

    strowk
    Verified
    -
    security
    A
    license
    -
    quality
    This project is intended as a both MCP server connecting to Kubernetes and a library to build more servers for any custom resources in Kubernetes.
    250
    Go
    MIT License
    • Linux
    • Apple

  • Why this server?

    Enables AI assistants to perform Python development tasks through file operations, code analysis, project management, and safe code execution.

    MCP Python Toolbox

    gianlucamazza
    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables AI assistants like Claude to perform Python development tasks through file operations, code analysis, project management, and safe code execution.
    1
    Python
    • Linux
    • Apple

  • Why this server?

    Enables interaction with Jupyter notebooks through the Model Context Protocol, supporting code execution and markdown insertion within JupyterLab environments.

    Jupyter MCP Server

    datalayer
    -
    security
    F
    license
    -
    quality
    Enables interaction with Jupyter notebooks through the Model Context Protocol, supporting code execution and markdown insertion within JupyterLab environments.
    50
    Python
    • Apple
    • Linux

  • Why this server?

    A Model Context Protocol server that enables Claude to manage software development projects with complete context awareness and code execution through Docker environments.

    MCP Development Server

    dillip285
    -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables Claude to manage software development projects with complete context awareness and code execution through Docker environments.
    1
    Python
    • Apple

  • Why this server?

    TypeScript implementation of Kubernetes cluster operations for pods, deployments, services.

    Kubernetes
    mcp-server-kubernetes

    Flux159
    A
    security
    A
    license
    A
    quality
    TypeScript implementation of Kubernetes cluster operations for pods, deployments, services.
    9
    2,694
    412
    TypeScript
    MIT License
    • Linux
    • Apple

  • Why this server?

    Facilitates interactive feature discussions with AI guidance, maintaining context and providing intelligent recommendations for implementation, architecture, and best practices in software development.

    Feature-Discussion MCP Server

    squirrelogic
    A
    security
    A
    license
    A
    quality
    Facilitates interactive feature discussions with AI guidance, maintaining context and providing intelligent recommendations for implementation, architecture, and best practices in software development.
    2
    1
    JavaScript
    MIT License
    • Apple

  • Why this server?

    A NestJS module that allows services to be exposed as an MCP server with Server-Sent Events transport, facilitating tool discovery and execution by clients.

    NestJS MCP Server Module

    rekog-labs
    -
    security
    A
    license
    -
    quality
    A NestJS module that allows services to be exposed as an MCP server with Server-Sent Events transport, facilitating tool discovery and execution by clients.
    1,378
    98
    TypeScript
    MIT License

  • Why this server?

    A collection of Laravel helper tools for integration with Cursor IDE, providing features like log viewing, error searching, artisan command execution, and model information display directly within the editor.

    Laravel Helpers MCP

    jsonallen
    -
    security
    A
    license
    -
    quality
    A collection of Laravel helper tools for integration with Cursor IDE, providing features like log viewing, error searching, artisan command execution, and model information display directly within the editor.
    1
    Python
    MIT License

  • Why this server?

    A tool that implements Claude Shannon's problem-solving methodology to help break down complex problems into structured steps including problem definition, constraints, modeling, validation, and implementation.

    Shannon Thinking MCP Server

    olaservo
    A
    security
    A
    license
    A
    quality
    A tool that implements Claude Shannon's problem-solving methodology to help break down complex problems into structured steps including problem definition, constraints, modeling, validation, and implementation.
    1
    55
    10
    TypeScript
    MIT License

  • Why this server?

    Provides isolated Docker environments for code execution, enabling users to create and manage containers, execute multi-language code, save and reproduce development environments, ensuring security and isolation.

    Sandbox MCP Server

    Tsuchijo
    -
    security
    F
    license
    -
    quality
    Provides isolated Docker environments for code execution, enabling users to create and manage containers, execute multi-language code, save and reproduce development environments, ensuring security and isolation.
    6
    Python
    • Apple