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    Related Servers

    • A
      license
      A
      quality
      D
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      AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, push messages, check analytics, manage rich menus — all through natural language via Claude, ChatGPT, or Cursor. 10 tools included: * Account info, friend count, message quota * Broadcast, push message, multicast * Delivery stats, user profiles, follower list * Rich menu management Supports 95M+ LINE users across Jap
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    • F
      license
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      quality
      D
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      Hosted MCP server that gives AI agents read and write access to your full marketing & ecommerce stack — Google Analytics, Search Console, Google & Meta Ads, Shopify, WooCommerce, Shopware, Slack and LinkedIn. 100+ tools across 10 connectors. BYOK, OAuth 2.1.
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    • A
      license
      Not graded
      quality
      A
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      Enables AI agents to operate one or many LINE Official Accounts through natural language — broadcasts, Flex and tappable Rich Messages with zero-setup image hosting, rich menus, coupons, audiences, insights, webhooks, and LINE Shopping — with pre-flight quota and quiet-hour guardrails. It ships 51 tools (37 messaging + 14 shopping) plus resources and guided prompts, and runs over stdio or token-authenticated HTTP with any MCP-compatible host.
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    • A
      license
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      quality
      C
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    TDQS

    A4/5.0

    Scored across 19 tools

    Disambiguation5/5

    Each tool targets a distinct action and resource. Overlapping tools like add_tag_to_friend and bulk_add_tag are clearly differentiated by scope (single vs. multiple), and descriptions explicitly guide usage.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern using snake_case (e.g., list_friends, create_tag, update_common_info). Exceptions like set_response_mark are minor and fit the pattern.

    Tool Count3/5

    With 19 tools, the set is on the heavier side, covering multiple entities (tags, friends, common info, messages). While each tool has a purpose, the count falls into the 'heavy' borderline range (16-25).

    Completeness2/5

    Significant gaps exist: tag deletion, friend info value setting/deletion, common info creation/deletion, and response mark management are missing. Descriptions explicitly note these omissions, which will cause agent failures.

    Maintenance

    ActivityActive
    ResponsivenessUnresponsive