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    Enables LLM agents to operate WhatsApp through the Evolution API, providing tools to list groups, fetch message history, and send text messages to groups or individual phone numbers.
    4
    MIT
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    Send WhatsApp messages from any MCP client — text, images and files, plus session management and contact checks. Authenticate by scanning a QR code: no Meta Business approval and no WhatsApp Business account required.
    9
    21 npm
    MIT
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    Enables AI assistants to interact with JAICP / Conversational Cloud HTTP APIs, covering projects, channels, analytics, text campaigns, CAILA NLP, and Dialer calls through OpenAPI-defined tools.
    3
    MIT
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    Enables AI agents to control a LINE Official Account via the Messaging API, including sending text and flex messages, broadcasting, retrieving user profiles and follower IDs, and managing rich menus.
    12
    1,215 npm
    Apache 2.0
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    Enables AI agents to send messages, manage rich menus, and interact with users through LINE Official Accounts via the LINE Messaging API. Supports both individual messaging and broadcasting to all followers with text and customizable flex messages.
    18
    1,215 npm
    Apache 2.0
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    Enables AI assistants to call, text, and email businesses on your behalf, read back transcripts, recordings, and replies.
    31 npm
    MIT
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    Enables AI assistants to perform typed decisions (choice, score, noul) over text, emails, tickets, or JSON documents, with automatic language routing and source ranking across 100+ languages via a single forward pass.
    Apache 2.0
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    Enables AI assistants to collect interactive user feedback through a modern GUI that supports text input, multiple image uploads (via file selection or clipboard paste), allowing users to provide comprehensive feedback with screenshots and comments.
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    MIT
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    Enables fast, local access to Intercom conversations through intelligent caching and background synchronization. Provides sub-100ms search capabilities for conversation analytics with natural language timeframes and text search.
    MIT
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    Provides access to over 80 tools for managing OMICall and OMICRM APIs, including call center operations, ticket management, and multi-channel communication across platforms like Zalo and Facebook. It enables automated calling, agent management, and AI-powered text-to-speech capabilities through natural language.
    18 npm
    4
    MIT
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    Enables an agent to operate a single Evolution API v2 WhatsApp instance: read chats and message history, send text, media and polls, and manage groups, contacts, labels, templates, profile, webhooks and chatbots. It supports WhatsApp Web/Baileys, the official WhatsApp Business Platform and Evolution integrations, running locally over stdio or as a hosted server with toolset, policy and read-only controls.
    42 PyPI
    MIT
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    Publishes a read-only data handle exposing SQL querying and URL fetching, plus a separately scoped read-write handle for actions like issuing refunds and sending customer email. Every call is checked against a permission set frozen before any untrusted text is read, with irreversible actions held behind one or two human approval signatures.
    MIT
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    Laya-MLX as an MCP server (and plain-HTTP API). It answers typed decisions — choose an option / score a rubric / is this true? — on your own machine (Apple Silicon / MLX), with no cloud and ~10ms after warm-up. Not a chatbot. No token-by-token text, no JSON that can break. One forward pass returns a structured answer you can branch on. Ideal for routing, triage, classification, lead scoring, and g
    MIT
  • F
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    Enables natural-language Q&A over customer support ticket data. Provides tools for schema inspection, SQL-based ticket counts and grouping, and full-text search for customer wording without requiring API keys.
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  • F
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    Enables MCP-compatible AI clients to work with self-hosted, linked WhatsApp accounts by exposing eight tools for listing sessions, chats, contacts and groups, reading message history, checking numbers, inspecting account details, and sending text messages.
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