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      license
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      C
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      Enables AI tools to read and send messages through LINE Desktop via MCP, supporting manual or automatic sending without official LINE API tokens.
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    • F
      license
      Not graded
      quality
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      maintenance
      Enables sending LINE messages (push, multicast, broadcast), retrieving user profiles, checking quotas, and sending flex messages via Claude using the LINE Messaging API.
      -
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      license
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      quality
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      maintenance
      Enables MCP-capable AI clients to search both sides of a user's own macOS LINE Desktop chat history — listing chats, reading messages, searching text, and pulling recent activity from local read-only database snapshots. It never sends messages, marks chats read, clicks through the UI, or requires a LINE Official Account.
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    • A
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      quality
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    TDQS

    A3.7/5.0

    Scored across 14 tools

    Disambiguation4/5

    Most tools have clearly distinct resource+action targets (profile, friends, chats, sending by media type). The only mild overlap is between get_new_messages and wait_for_message (both retrieve incoming messages, differing only in blocking behavior), plus a slight image-specific vs generic download split (get_message_image vs download_message_file), but descriptions differentiate them adequately.

    Naming Consistency5/5

    All 14 names follow a consistent snake_case verb_noun pattern (get_my_profile, list_chats, send_message, download_message_file, etc.). Even the less common verbs (wait_for, rename) fit the same predictable scheme.

    Tool Count5/5

    14 tools is well within the ideal 3-15 range and each maps to a concrete messaging operation. Nothing feels redundant or bloated for a LINE automation server.

    Completeness4/5

    The surface covers the core lifecycle: read/update own profile, list chats/friends/members, read history, retrieve media, send text/image/file, and receive messages (blocking and polling). Minor gaps exist (no delete/recall message, message search, or friend add/block), but agents can accomplish the primary workflows.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues