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"A tool or assistant to explore and debug my codebase" matching MCP servers:

  • srv-explore

    redmadrobot-rnd
    F
    license
    -
    quality
    B
    maintenance
    Enables AI agents to safely explore and diagnose remote servers by providing a read-only sandbox with controlled access to files, logs, Docker, and databases. It exposes MCP tools that allow natural-language investigation and direct command execution without write permissions.

  • zsh-tool

    ArkTechNWA
    A
    license
    -
    quality
    C
    maintenance
    A Zsh execution tool for Claude Code providing yield-based command execution, PTY mode for interactive programs, circuit breaker for timeout protection, and adaptive learning (A.L.A.N.) for retry detection and proactive insights.
    4
    MIT

  • Embedded Debug MCP

    bitshelf
    F
    license
    -
    quality
    B
    maintenance
    Provides serial debugging for embedded Linux targets, enabling boot log capture, automatic login, crash detection, U-Boot interrupt, and hardware reset via MCP protocol.

  • my-mcp-ssh

    ffpy
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables large language models to connect to remote servers via SSH, execute commands, and transfer files securely.
    6
    4
    Apache 2.0

  • mcp-ssh-tool

    oaslananka
    A
    license
    A
    quality
    A
    maintenance
    SSH automation MCP server that enables Claude and ChatGPT to execute commands, manage files, install packages, and control services on remote servers over SSH — supporting password, key, and agent authentication.
    33
    1,267
    4
    MIT

  • mcp-ssh-tool

    skot
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol (MCP) SSH client server that provides autonomous SSH operations for GitHub Copilot and VS Code. Enable natural language SSH automation without manual prompts or GUI interactions.
    20
    MIT

  • mcp-tool-server

    devjason41
    F
    license
    -
    quality
    D
    maintenance
    A TypeScript prototype for an MCP-style registry providing local utility tools for shell command execution, filesystem access, and search functionality. It features Zod input validation and project manifest resource exposure for embedding into larger MCP implementations.

  • incident-tool

    KyleCS0
    F
    license
    -
    quality
    D
    maintenance
    Enables AI agents to diagnose Linux server incidents by collecting and structuring system diagnostics from multiple servers via SSH, with tools for finding incident clusters, gathering context (memory, CPU, swap, etc.), and running arbitrary commands.

  • AI Dev Assistant

    pathakkhhimanshu
    F
    license
    A
    quality
    D
    maintenance
    Bridges Claude Desktop to local Windows 10 development environments to enable repository reading, documentation searching, and isolated code execution. It provides a secure interface for running allowlisted terminal commands and scripts directly through natural language.
    4

  • MCP Terminal Tool Server

    gkgaurav31
    F
    license
    B
    quality
    D
    maintenance
    An MCP server that enables users to execute arbitrary shell commands on their local machine and receive the output. It provides a terminal tool for running system commands through MCP-compatible clients using the Python SDK.
    1

  • PTY Debug MCP Server

    so2liu
    A
    license
    -
    quality
    C
    maintenance
    Enables spawning, interacting with, and capturing screen output from terminal-based programs for debugging PTY/TTY/TUI applications.
    15
    7
    MIT

  • ChatGPT To Codex

    ezBuilder
    A
    license
    -
    quality
    A
    maintenance
    A local MCP runtime for macOS and Windows that enables ChatGPT to read, edit, search, run tests, and capture screenshots in your local project folder while keeping your source code on your machine.
    16
    104
    MIT

  • MCP Tools

    ZbigniewTomanek
    A
    license
    -
    quality
    D
    maintenance
    A custom Model Context Protocol server that gives Claude Desktop and other LLMs access to file system operations and command execution capabilities through standardized tool interfaces.
    23
    Apache 2.0

  • Kubectl MCP Tool

    rohitg00
    A
    license
    -
    quality
    C
    maintenance
    A Model Context Protocol server that enables AI assistants to interact with Kubernetes clusters through natural language, supporting core Kubernetes operations, monitoring, security, and diagnostics.
    115
    947
    MIT

  • FastMCP Multi-Tool Server

    rt0120-Ramco
    F
    license
    -
    quality
    D
    maintenance
    Provides comprehensive utility tools including file operations, weather information, system monitoring, mathematical calculations, text search, and safe command execution. Enables users to perform various system and data operations through a unified MCP interface with built-in security features.

  • tmux-shell

    ketema
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to read tmux pane content on-demand, providing context-aware assistance during interactive terminal sessions.
    2
    MIT