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    Enables sending and receiving email over generic IMAP and SMTP, with tools for searching, reading, drafting, attaching files, managing folders, and waiting for new messages.
    11
    MIT
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    Enables Claude to interact with FTP servers through natural language commands, allowing users to list directories, download/upload files, create directories, and delete files/directories on FTP servers.
    9
    99
    28
    MIT
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    Enables direct interaction with Discord servers to send messages, read channel history, and post rich embeds through natural conversation. It provides tools for listing channels and managing communication within Discord guilds using the Model Context Protocol.
    4
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    Enables AI agents to programmatically inspect, test, and validate other MCP servers by exposing MCP Workbench capabilities as structured tools. It supports automated test spec generation, execution, and detailed failure analysis to ensure server reliability.
    4
    19
    Apache 2.0
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    Provides comprehensive WhatsApp Business API functionality with 18 tools for sending messages, media, interactive buttons/lists, templates, reactions, and managing message status through the PyWA library.
    18
    3
    MIT
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    Enables interaction with Linkly's URL shortener and link management platform. Supports creating and managing short links, viewing analytics, configuring custom domains and webhooks, and exporting click data.
    20
    48
    1
    MIT
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    Integrates Spotify with Claude to enable voice-controlled music playback, playlist management, and personalized recommendations through conversational AI. It provides comprehensive tools for searching tracks, managing liked songs, and analyzing listening habits.
    15
    1
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    Enables interaction with Telegram channels through the Bot API, supporting comprehensive messaging operations including sending text/photos, creating polls, managing reactions, and editing/deleting messages. Provides complete channel management capabilities for automated Telegram bot operations.
    7
    53
    MIT
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    Enables AI-driven interaction with Rundeck via CLI for managing jobs, executions, projects, and nodes without direct command line usage.
    10
    59
    3
    MIT
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    Enables AI-powered network engineering by providing natural language control over GNS3 network simulations. Supports creating projects, building network topologies, managing devices, controlling simulations, and analyzing network traffic through conversational AI interactions.
    42
    25
    MIT