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  • Modular MCP Server with Python

    tunamsyar
    F
    license
    Not graded
    quality
    D
    maintenance
    A demo MCP server that enables users to interact with various tools through natural language, including note management, weather queries, calculations, file operations, and shell commands. Uses Ollama for intent detection and structured command parsing from free text input.

  • GCP MCP

    henihaddad
    F
    license
    B
    quality
    D
    maintenance
    Enables managing Google Cloud Platform resources through natural language commands in Claude Desktop, supporting comprehensive operations across compute, storage, databases, networking, monitoring, and IAM without manual credential setup.
    56
    20

  • gcloud MCP Cloud Run

    addhe
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables interaction with Google Cloud Platform services through gcloud CLI commands via a Cloud Run deployed MCP server. Supports executing gcloud commands and managing GCP resources through natural language.
    MIT

  • JP's MCP Collection

    itsregularjohn
    A
    license
    Not graded
    quality
    C
    maintenance
    A comprehensive utility MCP server that enables AI assistants to execute system commands, manage files, integrate with Google Sheets and Tasks, perform AI-powered text processing, and load dynamic prompts from markdown files.
    MIT

  • Python Apple MCP

    jxnl
    F
    license
    Not graded
    quality
    D
    maintenance
    A Python server that enables interaction with macOS native applications (Contacts, Notes, Mail, Messages, Reminders, Calendar, and Maps) through AppleScript, featuring asynchronous operations and type-safe interfaces.
    16

  • Azure CLI MCP

    jdubois
    -
    license
    Not graded
    quality
    Not graded
    maintenance
    An MCP server that wraps the Azure CLI. As LLMs are very good at generating Azure CLI commands, this server allows your LLM to list resources, update/create/delete them, fix errors (by looking at the logs), fix security issues...
    81

  • MCP GCP DevOps

    vog01r
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables managing Google Cloud Platform infrastructure through natural language, including VM deployment, SSH key management, remote command execution, and Terraform infrastructure-as-code operations.
    2

  • MariaDB MCP Server

    yawlhead91
    A
    license
    A
    quality
    D
    maintenance
    Enables interaction with MariaDB databases through secure read-only operations. Supports database exploration, schema inspection, and SQL query execution with comprehensive logging and connection pooling.
    5
    2
    MIT

  • MCP-Wait

    automation-ai-labs
    A
    license
    B
    quality
    D
    maintenance
    A simple MCP server that provides waiting functionality to pause until other tasks finish, with progress reporting and support for CLI or HTTP server with SSE.
    1
    11
    5
    MIT

  • colab-mcp

    404F0X
    A
    license
    B
    quality
    D
    maintenance
    Local-first MCP server for controlling Google Colab as a development, shell, file, and training runtime, with tools for notebook editing, GPU acceleration, and file transfer.
    59
    7
    Apache 2.0

  • powershell-terminal

    TiM00R
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables Claude to execute PowerShell commands and scripts in a persistent interactive terminal on Windows, with real-time output streaming to a web terminal.
    1
    MIT

  • mcp-ssh-remote

    JasonLinjc
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables executing commands on remote SSH hosts, with full support for bastion/jump hosts and ~/.ssh/config, plus Slurm job management and rsync.
    3
    MIT

  • ssh-mcp-server

    TheSashaDev
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables SSH command execution, file uploads/downloads, and multi-server management with zero-config inline credentials, supporting async jobs and AI-readable output.
    23
    2
    AGPL 3.0

  • MSAW

    LusiyAvA
    A
    license
    Not graded
    quality
    B
    maintenance
    Manages multiple SSH servers through a local workspace with MCP tools, executing commands and transferring files securely with credential isolation.
    1
    MIT