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"Indexing a codebase for accessible contextual queries" matching MCP servers:

  • mcp-for-money-money

    shaack
    A
    license
    A
    quality
    C
    maintenance
    A small MCP server that wraps MoneyMoney on macOS via AppleScript, exporting account lists and transactions (bookingDate, amount, name, purpose) as plists for invoice reconciliation, complementing a companion Apple Mail server.
    2
    MIT

  • ABAQUS MCP Server for GUI

    jianzhichun
    A
    license
    -
    quality
    D
    maintenance
    A server that enables programmatic interaction with an already running Abaqus/CAE GUI application, allowing users to execute Python scripts and retrieve message logs through the Model Context Protocol (MCP).
    102
    MIT

  • Filesystem MCP Server for WSL

    webconsulting
    A
    license
    -
    quality
    D
    maintenance
    Node.js server implementing Model Context Protocol that enables seamless interaction between Windows and Linux distributions under WSL, allowing file operations like reading, writing, searching, and managing files across the WSL filesystem from Windows.
    19
    14
    MIT

  • Agent Sense

    pepedd864
    -
    license
    A
    quality
    -
    maintenance
    Provides AI agents with environmental sensing capabilities including current time, IP-based geolocation, system information, and hardware details. Enables more contextual and accurate AI responses based on user's environment.
    4
  • Flight Control MCP Server by flightctl

    Flight Control MCP Serverofficial

    flightctl
    F
    license
    -
    quality
    D
    maintenance
    Provides read-only access to query and retrieve information about devices, fleets, events, and configurations managed by Flight Control through a safe integration layer supporting filtering and selector-based queries.

  • vnc-mcp

    regulad
    A
    license
    -
    quality
    D
    maintenance
    Enables MCP-compatible LLMs to interact with any desktop accessible over VNC, providing tools for screen reading (OCR), mouse and keyboard control, and automation.
    13
    AGPL 3.0

  • WinRemote MCP

    dddabtc
    A
    license
    -
    quality
    A
    maintenance
    The ultimate Windows MCP server for remote desktop control and automation. Control any Windows machine through the Model Context Protocol — perfect for AI agents, Claude Desktop, and OpenClaw integration. Transform your Windows desktop into a powerful, remotely-accessible automation endpoint. Run on the Windows machine you want to control. Built with FastMCP and the Model Context Protocol.
    165
    MIT

  • ROS1 Noetic MCP Server

    lopisan
    A
    license
    -
    quality
    D
    maintenance
    Enables LLMs to interact with ROS1 Noetic robotic systems by providing tools for topic management, service calls, and parameter configuration. It also supports node inspection, coordinate transform queries, and message introspection via the Model Context Protocol.
    MIT

  • Skills MCP AD

    DevSkillsIT
    A
    license
    -
    quality
    C
    maintenance
    A production-ready MCP server that enables AI assistants to manage enterprise Active Directory environments through 45 specialized tools for users, groups, and GPOs. Its multi-client architecture allows for the secure management of multiple AD domains from a single codebase using natural language commands.
    3
    MIT

  • pc-control-agent

    anbu-20012005
    F
    license
    -
    quality
    C
    maintenance
    This MCP server enables an AI agent to control a Windows PC through human-like interactions such as screen capture, OCR, mouse, keyboard, and navigation, without using shortcut APIs.

  • os-control-mcp

    88plug
    F
    license
    -
    quality
    B
    maintenance
    Controls a Linux host through structured interfaces like systemd, journald, and D-Bus for service management, journal queries, power operations, and more, with safety guards to prevent accidental damage.

  • macOS Automator MCP Server

    SuperCrazyKaizen
    A
    license
    A
    quality
    D
    maintenance
    A Model Context Protocol server that enables execution of AppleScript and JavaScript for Automation scripts on macOS, allowing programmatic control of applications and system functions through a rich knowledge base of pre-defined scripts.
    2
    1,089
    8
    MIT

  • Search History MCP Server

    ronantakizawa
    F
    license
    A
    quality
    D
    maintenance
    Enables access to and searching of browser history from major browsers (Brave, Chrome, Firefox, Safari, Edge, Arc, Opera, DuckDuckGo) to personalize LLM interactions and retrieve past browsing data through natural language queries.
    3
    9