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  • F
    license
    Not graded
    quality
    D
    maintenance
    An interactive coding agent and MCP server that provides access to various AI models via the Tsinghua University lab proxy API. It enables users to inspect files and execute shell commands within their local directory using models like DeepSeek, GLM, and Qwen.
    10
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents on macOS to retrieve current battery levels and charging status for AirPods, iPhone, mice, headphones and speakers tracked by AirBattery, optionally filtering by device or including Nearcast devices. It exposes a single read-only MCP tool over stdio for compatible clients such as Codex and Claude.
    1
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Enables Claude Code to interact with Linux X11 desktops by performing mouse actions, keyboard input, and capturing screenshots. It provides a suite of tools for automation tasks such as clicking, typing, and zooming on specific screen regions.
    16
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  • A
    license
    A
    quality
    B
    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
    19 npm
    MIT
  • 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
  • A
    license
    A
    quality
    D
    maintenance
    An OpenOCD debug MCP server that manages debugging targets and sessions by reusing VS Code launch configurations. It enables firmware flashing, GDB command execution, and real-time status monitoring of embedded systems.
    8
    10
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to control Mac sleep settings by preventing sleep for configurable durations and modes using natural language commands.
    5
    3
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.
    5
    19 npm
    63
    TypeScript
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Lets ChatGPT, Claude Desktop, Claude Code, and other MCP clients run an allowlisted set of local commands and read files from a chosen directory, so an assistant can analyse a codebase or trigger local generators (images, sprites, assets) without metered API tokens. The server is read-only and deny-by-default by default, with no shell, path containment, opt-in writes, and required auth when exposed over HTTP.
    3
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    Enables Claude Desktop to interact with and view tmux session content, allowing AI assistants to read from, control, and observe terminal sessions.
    13
    5,493 npm
    303
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to execute SQL queries against any database supported by the usql CLI tool. Provides seamless database interaction through MCP by forwarding queries directly to usql and returning results in JSON or CSV format.
    5
    12 npm
    3
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables management of GNOME Boxes virtual machines through libvirt/virsh with lifecycle and snapshot operations.
    13
    8 npm
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    Enables solving FrontierMath problems and performing advanced mathematical computations such as representation theory, algebraic geometry, number theory, and finite field analysis through natural language.
    7
    -
  • A
    license
    B
    quality
    Not graded
    maintenance
    An MCP server that bridges the physical world and AI models by enabling natural language control of IoT hardware via the MQTT protocol. It supports real-time device monitoring, command publishing, and response handling for seamless integration between AI clients and physical devices.
    3
    MIT