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"Understanding the Concept of LLM Context" matching MCP servers:

  • Remote SSH MCP

    the-nine-nation
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    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

  • NeuralReaper

    the-artist111
    A
    license
    -
    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

  • PMCP - Perfect Model Context

    NoobyNull
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    license
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    quality
    -
    maintenance
    A comprehensive production-ready MCP server with AI integration, plugin management, and web-based administration. Features multi-database support, RAG capabilities, SSH/SFTP access, and a built-in plugin hub for managing the MCP ecosystem.

  • PTY MCP Server

    almahdi
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    license
    A
    quality
    D
    maintenance
    A TypeScript-based server that enables programmatic management of pseudo-terminal sessions. It allows users to spawn, control, and interact with terminal processes in real-time through the Model Context Protocol.
    5
    19
    AGPL 3.0

  • sysknife

    lacs-project
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    license
    A
    quality
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    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
    5
    MIT

  • Claude TypeScript MCP Servers

    ukkz
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    license
    A
    quality
    D
    maintenance
    A collection of Model Context Protocol servers that enable Claude Desktop to provide development assistance capabilities with filesystem, Git, shell command, and web search functionality without incurring API usage costs.
    2
    19
    MIT

  • mcp-shell-server

    tumf
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    license
    A
    quality
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    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
    182
    MIT

  • token-filter-mcp

    VMexicano
    A
    license
    A
    quality
    A
    maintenance
    An MCP server that intelligently filters and compresses tool outputs to reduce context window usage, saving up to 90% of tokens by removing noise such as passing tests and redundant information.
    5
    20
    MIT

  • MCP Filesystem Server

    A-Niranjan
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    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.
    16
    22
    MIT

  • iTerm MCP Server

    ferrislucas
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    license
    A
    quality
    C
    maintenance
    This MCP server enables users to execute shell commands in the current iTerm2 session through integration with Claude Desktop, facilitating seamless command execution via the Model Context Protocol.
    3
    158
    567
    MIT

  • mcp-noctua

    NeveuGregor
    F
    license
    A
    quality
    A
    maintenance
    Exposes a pentest toolbox (sqlmap, nuclei, ffuf, etc.) via Docker to an LLM orchestrator for authorized security audits, with strict whitelisting and timeout controls.
    6

  • SSH MCP Server

    idletoaster
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to execute SSH commands and perform token-efficient file operations on remote servers via the Model Context Protocol.
    5
    73
    11
    MIT

  • Windows Command Line MCP

    alxspiker
    A
    license
    A
    quality
    F
    maintenance
    A secure Model Context Protocol server that allows AI models to safely interact with Windows command-line functionality, enabling controlled execution of system commands, project creation, and system information retrieval.
    8
    10
    MIT

  • iTerm MCP Server

    rishabkoul
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that enables AI assistants to interact with iTerm2 terminals, allowing creation and management of terminal sessions, command execution, and reading terminal output.
    5
    36
    14
    ISC

  • PowerShell MCP Server

    gunjanjp
    A
    license
    A
    quality
    F
    maintenance
    A comprehensive Model Context Protocol (MCP) server that enables Claude and other LLM applications to execute PowerShell commands, scripts, and perform system operations on Windows systems.
    10
    24
    MIT

  • Lumino

    geored
    A
    license
    B
    quality
    D
    maintenance
    About AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automated RCA and predictive analysis.
    37
    Apache 2.0