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"Understanding the Purpose of Research" matching MCP servers:

  • NeuralReaper

    the-artist111
    A
    license
    Not graded
    quality
    A
    maintenance
    AI-native security research platform that integrates Claude with MCP to execute real offensive security tools in an isolated Docker container, enabling natural language-driven recon, CVE scanning, Active Directory enumeration, and cryptographic posture assessment.
    1
    MIT

  • Remote SSH MCP

    the-nine-nation
    A
    license
    A
    quality
    A
    maintenance
    Exposes persistent, stateful remote Bash sessions to AI agents via SSH, enabling command execution with preserved working directory and environment.
    7
    446
    1
    MIT

  • hardened-ssh-mcp

    Swild000
    A
    license
    A
    quality
    C
    maintenance
    A single-purpose MCP server that lets an AI assistant run commands over SSH on a fixed, pre-configured host only, with an explicit per-call confirmation gate before execution.
    1
    MIT

  • sysknife

    lacs-project
    A
    license
    A
    quality
    A
    maintenance
    Your sysadmin co-pilot — an AI that administers Linux through typed, approval-gated, Ed25519-audited actions instead of shell strings. Reference implementation of the LACS standard.
    1
    5
    6
    MIT

  • mcp-shell-server

    tumf
    A
    license
    A
    quality
    A
    maintenance
    A secure shell command execution server implementing the Model Context Protocol (MCP). This server allows remote execution of whitelisted shell commands with support for stdin input.
    1
    186
    MIT

  • Babashka MCP Server

    bmorphism
    F
    license
    B
    quality
    D
    maintenance
    Enables execution and management of Babashka scripts using the Model Context Protocol, offering features like caching, command history access, and configurable timeouts for enhanced scripting workflows.
    1
    19

  • mcp-ssh-gateway

    demon24ru
    A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server that acts as a boundary agent, giving LLMs and automation systems controlled SSH-based access to remote machines for tasks like administration, diagnostics, and security research.
    Apache 2.0

  • ROS2 Exec MCP Server

    TakanariShimbo
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables execution of ROS 2 CLI commands through the Model Context Protocol, supporting configurable timeouts, working directories, and secure command whitelisting.
    MIT

  • Container-MCP

    54rt1n
    A
    license
    Not graded
    quality
    F
    maintenance
    A secure, container-based implementation of the Model Context Protocol (MCP) that provides sandboxed environments for AI systems to safely execute code, run commands, access files, and perform web operations.
    22
    Apache 2.0

  • Llama 4 Maverick MCP Server

    YobieBen
    A
    license
    Not graded
    quality
    D
    maintenance
    Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first local AI operations with 10+ built-in tools for file operations, web search, calculations, and custom model deployment. Features streaming support, hybrid intelligence workflows, and extensive Python ecosystem integration for research, development, and enterprise applications.
    MIT

  • IBM AS400 ISeries MCP Server

    abstracta
    A
    license
    Not graded
    quality
    D
    maintenance
    This project implements a customizable MCP server to execute RTE protocol. The intention of this project is to be easily extensible. You can add your own MCP tools by using RteUtils class. Also is needed to define the RTE connection parameters and the RTE flow in a yaml format.
    19
    Apache 2.0