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"Understanding and Working with a Huge Codebase" matching MCP servers:

  • Modular MCP Server with Python

    tunamsyar
    F
    license
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    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.
    Last updated

  • MCP Filesystem Server

    A-Niranjan
    A
    license
    A
    quality
    D
    maintenance
    Provides secure filesystem access for AI models through the Model Context Protocol with strict path validation, file operations, directory management, and system command execution within predefined directories.
    Last updated
    16
    32
    MIT

  • Kontrol

    B-A-M-N
    A
    license
    -
    quality
    B
    maintenance
    A self-hosted MCP server that enables AI coding agents to read, edit, search, and run code in local projects with human review loops and policy controls.
    Last updated
    MIT

  • Local Dev Bridge MCP

    talentedmrweb
    A
    license
    A
    quality
    D
    maintenance
    Provides Claude Desktop with direct access to your local file system for development tasks, enabling file operations (read, write, edit), directory browsing, command execution, and codebase search within a configured projects directory.
    Last updated
    6
    MIT

  • Bash MCP Server

    NimbleBrainInc
    A
    license
    A
    quality
    B
    maintenance
    An MCP server that enables the execution of arbitrary bash commands and returns detailed output including stdout, stderr, and exit codes. It supports customizable working directories, execution timeouts, and environment variable configurations.
    Last updated
    1
    MIT

  • shellserver

    weezerzero
    F
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that exposes a tool to execute shell commands on the host machine, with customizable working directory and timeout.
    Last updated
    2
  • Waymark by waymarks

    Waymarkofficial

    waymarks
    A
    license
    -
    quality
    A
    maintenance
    MCP server that intercepts and controls AI agent actions in your codebase by enforcing policies on file operations and commands, with logging, approval workflows, and rollback capabilities.
    Last updated
    1
    MIT

  • powershell-terminal

    TiM00R
    A
    license
    -
    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.
    Last updated
    1
    MIT

  • MSAW

    LusiyAvA
    A
    license
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    quality
    B
    maintenance
    Manages multiple SSH servers through a local workspace with MCP tools, executing commands and transferring files securely with credential isolation.
    Last updated
    1
    MIT

  • Command Line Interface

    jon2allen
    A
    license
    -
    quality
    D
    maintenance
    Enables execution of shell commands, directory navigation, and interactive program automation through an enhanced command-line interface. Provides tools for running commands, managing working directories, and handling interactive programs using expect/send sequences.
    Last updated
    1
    MIT

  • MCP Hub

    wnx82
    A
    license
    -
    quality
    A
    maintenance
    A single MCP server that gives an AI assistant comprehensive access to manage a homelab, including SSH, Docker, Proxmox, Synology, Cloudflare, and more, with 85 tools and a centralized configuration.
    Last updated
    MIT

  • SmartCLI

    dwgx
    A
    license
    -
    quality
    A
    maintenance
    A local Python MCP server for driving, perceiving, and rendering terminal programs, using a pluggable PTY and pyte screen model to let AI agents interact with real TUIs.
    Last updated
    2
    MIT

  • Discord MCP Server

    v-3
    A
    license
    -
    quality
    F
    maintenance
    Enables LLMs to interact with Discord channels by sending and reading messages through Discord's API, with a focus on maintaining user control and security.
    Last updated
    14
    221
    MIT