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    maintenance
    Enables interaction with Spinitron's radio playlist management and broadcasting data through a Multi-Agent Conversation Protocol interface, allowing users to query and manage radio station playlists, spins, and other broadcasting data via natural language.
    -
  • A
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    C
    maintenance
    Enables a Claude Code cloud session to run shell commands inside a chroot jail on your own computer and to call the MCP servers already installed there, with every request authenticated and relayed over a Cloudflare quick tunnel so no router port is opened and no SSH key or tunnel is ever handed to the cloud VM.
    MIT
  • A
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    quality
    C
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    Combines KC Chat Panel session interaction with AgentDock computer control tools, enabling Cursor Cloud Agent to chat and operate the local machine via AgentDock.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Complete Google Ads API v21 MCP server with 40+ fully implemented tools for campaign, ad group, keyword, extension, and portfolio bidding management, enabling AI assistants to create, optimize, and manage Google Ads campaigns through natural language commands.
    MIT
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    B
    maintenance
    Enables agents to discover and inspect an installed qxctl command registry, run read-only operations, and preview/apply explicitly enabled administrative actions while preserving native authority, receipts, and recovery rules.
    1
    AGPL 3.0
  • F
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    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
    D
    maintenance
    An MCP server that lets AI agents see, act on, and verify the rendered Neovim UI, like a Playwright for Neovim. It provides tools to launch/attach to Neovim, observe the screen, send input, and wait for conditions.
    8
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables agents to launch and control interactive terminal sessions, inspecting screen text and formatting while sending keyboard and mouse input. Supports real pseudoterminals with resizing, snapshots, and session lifecycle management.
    6
    74 npm
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for TQS structural engineering CAD/analysis software, enabling Claude to read building models, extract drawing data, run structural processing, and script against the TQS API.
    9
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to drive genuine interactive Windows console sessions through ConPTY, so they can launch PowerShell, pwsh or CMD, send keystrokes, answer prompts, watch rendered screens and block until output matches. Multiple persistent shells can run in parallel, supporting live input, incremental reads, interrupts and window resizing.
    12
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Bridges the OpenAI Codex CLI app-server to MCP clients, letting agents launch and resume Codex coding sessions within a chosen workspace under configurable sandbox and approval policies. It exposes tools for sending prompts, long-polling task progress and live command output, approving or canceling runtime requests, and listing or reading past session history.
    5
    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
    A Python-based MCP server for interactive PostgreSQL data exploration, schema discovery, and safe SQL execution with support for stored procedures. It also enables automation through external HTTP API requests and local bash script execution on Fedora and Linux systems.
    19
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launch any TUI app, take screenshots, send keystrokes, read text - works with any framework.
    13
    38 npm
    15
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    An MCP server for ROS 2 development that enables controlled creation of workspaces, packages, nodes, launch files, and tests within a sandboxed directory, with secure filesystem boundaries.
    8
    -
  • A
    license
    A
    quality
    C
    maintenance
    Cross-platform desktop automation MCP server that lets AI agents capture screenshots, run OCR with UI-element classification, control mouse/keyboard, and launch programs on Linux, macOS, and Windows.
    20
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for hyperpanes terminal workspace app, enabling AI agents to compose and launch workspace layouts, inspect and drive terminal panes, stream output, and orchestrate agent hierarchies.
    50
    1
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables control of the iOS Simulator using the xcrun simctl command-line utility. It allows users to manage devices, install and launch apps, send push notifications, and simulate device features like GPS location.
    12
    -
  • A
    license
    B
    quality
    F
    maintenance
    A Model Context Protocol server that provides read-only access to Bybit's cryptocurrency exchange API, allowing users to query real-time cryptocurrency data using natural language.
    12
    31 npm
    16
    MIT
  • A
    license
    B
    quality
    C
    maintenance
    Enables MCP clients to drive developer workflows through APIs and CLIs, with explicit workspace or trusted-workstation launch modes, bounded command previews, multi-repository rules discovery, and an on-demand skills/recipes entry point. It lets agents review changes, run commands, and load only the smallest relevant rule or skill while reporting evidence and unverified steps.
    19
    1
    Apache 2.0
  • A
    license
    B
    quality
    C
    maintenance
    Provides deterministic system information and developer utilities including date/time operations, OS details, math calculations, random data generation, hashing, text formatting, data validation, encoding/decoding, and log analysis.
    20
    MIT
  • A
    license
    B
    quality
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    Enables AI agents to launch, monitor, and manage long-running terminal processes with real-time log capture and search functionality. It features automatic log rotation and graceful process termination to ensure system stability.
    5
    75 npm
    5
    MIT
  • A
    license
    B
    quality
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    Enables AI coding agents to work inside a disposable Windows guest desktop, where they can run shell commands, launch applications, inspect and operate native GUI controls, perform browser DOM actions, and transfer files. Fresh observations, PNG screenshots, and hashed artifacts let agents verify results without touching the host desktop.
    18
    MIT
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    B
    quality
    D
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    A Model Context Protocol server that connects Gemini CLI with CoinGecko's API, enabling users to access 46 cryptocurrency data tools including price tracking, market trends, and NFT information through terminal commands.
    50
    5
    ISC
  • A
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    C
    quality
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    maintenance
    A Model Context Protocol server that allows AI assistants to query and analyze financial data through Ledger CLI, enabling tasks like financial reporting, budget analysis, and accounting.
    9
    51
    MIT
  • A
    license
    C
    quality
    D
    maintenance
    Enables control of macOS applications through natural language, allowing users to launch apps, execute AppleScript commands, manage running applications, and open files with voice or text commands.
    15
    MIT
  • A
    license
    C
    quality
    B
    maintenance
    Exposes Android device automation tools to MCP clients, letting AI agents inspect UI trees, interact with elements, launch/stop apps, run shell commands, transfer files, and manage events/tasks over adb/uiautomator2 without installing anything on the device.
    60
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Command-line interface for the TokPortal API, enabling users to programmatically create, configure, and publish social media bundles across TikTok, Instagram, and YouTube.
    7 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables AI agents to install, launch, and control Minecraft: Java Edition clients and servers, including multiple headless instances with isolated profiles. Agents can read the screen and game state, click buttons, type, chat, run commands, join servers, and read logs or send console commands to servers.
    9
    MIT
  • A
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    C
    maintenance
    Enables an AI agent to monitor and control Superlogical Rex terminal servers over Tailscale, reading pane output, spotting agents that are blocked on prompts, and sending text or keystrokes to unblock them. Also lets the agent open and close sessions, tabs, and panes and launch new agents inside them.
    15 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables MCP clients to list configured Python and Shell script routes and execute them with positional or named arguments over Streamable HTTP, returning stdout, stderr, status, exit code, and timeout details. It uses the same API-key authentication and hot-reloaded route configuration as the HTTP API.
    GPL 3.0
  • A
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    Not graded
    quality
    B
    maintenance
    Enables ChatGPT Desktop to read, search, edit and move files on your own computer, produce Word, Excel, PowerPoint, PDF and chart outputs, launch and manage terminal programs and processes, and run work on other machines you own by name over SSH. Everything runs locally under your own setup, with a Docker-isolated, offline document mode or a full-permission mode for file and code operations.
    81
    MIT