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    Enables Shopify store owners to get actionable business insights such as sales comparisons, inventory alerts, and recommendations, transforming raw data into meaningful decisions.
    10
    8 npm
    MIT
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    Provides Temu e-commerce data analysis and market research tools via MCP, enabling AI agents to search products, images, stores, categories, keywords, and reviews for market insights and business decisions.
    7
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    Enables AI agents to search and read public Karlancer marketplace data, including freelance projects, freelancer profiles, fixed-price services, skills, categories, and market-rate insights. It is read-only and requires no API key or account.
    14
    MIT
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    Enables AI agents to access real co-purchase intelligence and merchant operations tooling from an ecommerce store's order history, including product recommendations, bundle analysis, insights, replenishment forecasts, and merchant ops workflows.
    19
    51 npm
    1
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    Enables AI assistants to search and recommend Christian streetwear, faith apparel, trucker hats, and clogs, while providing theological insights, sizing guides, gift suggestions, and direct 1-click Shopify checkout links.
    9
    330 npm
    MIT
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    An MCP server that integrates with the Carvana marketplace to enable vehicle searching, financing estimation, and trade-in value assessments. It allows AI assistants to retrieve detailed vehicle information, history reports, and market insights directly from Carvana's inventory.
    10
    10 npm
    1
    MIT
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    Enables AI assistants to query six Google services used by an online shop—GA4, Search Console, Merchant Center, Tag Manager, Indexing API, and PageSpeed—through read-only tools, answering questions about organic traffic, product disapprovals, indexing, tag configuration, and site performance.
    82
    102 PyPI
    3
    MIT
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    Provides AI assistants with real-time access to Shopify store analytics, sales data, and inventory through ShopifyQL and the Admin GraphQL API. It enables users to query store performance, customer metrics, and marketing insights using natural language.
    13
    MIT
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    Enables AI assistants to read a ChatGPT Ads account — account summaries, performance insights, campaigns, ad groups, ads, product feeds and conversion setup — and, when writes are explicitly enabled, create or update campaigns, budgets and creatives with dry-run previews and before/after diffs.
    15
    1
    MIT
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    Connects an AI assistant to a landing-page workspace so users can create, edit, and publish pages, manage products, coupons, orders, leads, forms, and domains, and review traffic and revenue insights. Data-changing tools require approval, and page edits stay in draft until explicitly published.
    1
    MIT
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    Enables searching multiple second-hand marketplaces simultaneously from a local command line or AI assistant, providing unified results with pricing insights while respecting each source's terms and robots.txt.
    AGPL 3.0
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    Enables AI agents to run one or many LINE Official Accounts through natural conversation, covering broadcasts and targeted sends, Flex/Rich/Card messages, tappable rich menus with generated images, audiences, insights, coupons, webhooks, LIFF, and LINE Shopping storefront operations. Includes pre-flight quota and quiet-hours guardrails, Thai-localized templates and errors, and zero-hosting image handling that verifies delivery before reporting success.
    1,491 npm
    MIT
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    Enables AI agents to operate LINE Official Accounts through natural language, including messaging, rich menus and messages, coupons, audiences, insights, webhooks, LIFF, multi-OA management, and LINE Shopping workflows. It provides pre-flight validation, quota safety, Thai-localized templates, and zero-setup rich image handling for real-world OA operations.
    1,491 npm
    MIT
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    Enables operating one or many LINE Official Accounts through natural language in MCP-compatible AI hosts, covering broadcasts, Flex/Rich/Card messages, Thai-ready rich menus, coupons, audiences, insights, webhooks, LIFF, and LINE Shopping — including zero-setup image hosting for tappable images. It adds pre-flight validation, quota and quiet-hour guardrails, multi-OA switching and fan-out, and Thai-localized templates and error messages.
    1,491 npm
    MIT
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    Enables AI agents to operate LINE Official Accounts through natural language — sending broadcasts and Flex, Rich, Card, image, video and coupon messages, building tappable Rich Menus with generated imagery, managing audiences, coupons, LIFF apps, webhooks and insights, and running LINE Shopping storefront tasks. Supports multiple accounts from one config, Thai-localized guidance, quota and quiet-hour safeguards, and stdio or authenticated HTTP transports.
    1,491 npm
    MIT
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    Provides MCP tools for discovering Groupon-style deals (search, get, compare) for customers, and additionally merchant intelligence tools (category insights, market gaps, price positioning) for logged-in merchants.
    ISC
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    Enables AI agents to operate one or many LINE Official Accounts through natural conversation, covering broadcasts, Flex and tappable Rich Messages, rich menus, coupons, audiences, insights, LIFF, webhooks, and LINE Shopping. Includes pre-flight quota and quiet-hour guardrails, zero-setup image hosting for Rich Messages, Thai-localized responses, and both stdio and bearer-authenticated HTTP transports.
    1,491 npm
    MIT
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    Enables AI agents to operate one or many LINE Official Accounts through natural language — sending broadcasts, Flex, Rich and Card messages, building and deploying rich menus, managing audiences, coupons, LIFF apps, webhooks, insights, and LINE Shopping storefront tasks. Includes 51 tools plus guided prompts, with zero-setup image hosting, pre-flight quota and quiet-hour guardrails, and Thai-localized output.
    1,491 npm
    MIT
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    Enables AI agents to run one or many LINE Official Accounts through natural language — sending broadcasts, Flex, Rich, and coupon messages, managing rich menus, audiences, coupons, webhooks, insights, and LINE Shopping operations. Includes pre-flight quota and quiet-hour guardrails, Thai-localized output, and zero-setup image hosting for tappable rich messages.
    1,491 npm
    MIT
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    Enables AI agents to run one or many LINE Official Accounts through natural language, covering broadcasts, Flex and tappable Rich Messages with zero-setup image hosting, rich menus, audiences, coupons, insights, LIFF, webhooks, and LINE Shopping storefront operations. Includes 51 tools plus pre-flight quota and quiet-hour guardrails, Thai-localized templates, and multi-account switching for agencies.
    1,491 npm
    MIT
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    Enables AI agents to operate one or many LINE Official Accounts through natural language — sending broadcasts, Flex/Rich/card messages, building rich menus, coupons, audiences, insights, and LINE Shopping operations, with pre-flight quota checks and quiet-hour guardrails.
    1,491 npm
    MIT
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    Enables merchants to generate charts and read-only insights from their food-delivery store inside AI assistant chats, covering sales, payouts, average ticket, fees, menu mix, and ratings through the official API.
    1
    MIT
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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.
    1,491 npm
    MIT
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    Enables AI agents to run LINE Official Accounts through natural conversation — broadcasting messages, building Flex and tappable Rich Messages, managing rich menus, coupons, audiences, insights, and LINE Shopping storefronts. It supports multiple accounts from one config with quota guardrails, pre-flight validation, and Thai-localized templates.
    1,491 npm
    MIT
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    Enables natural language-driven automation of e-commerce data analysis, allowing users to query products, analyze orders, and generate business insights for Pinduoduo and Douyin shops. Supports offline testing with mock data across MCP-compatible clients.
    MIT