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How to search on Instagram

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  • Why this server?

    This server supports interacting with messages from various messaging platforms, including Instagram, through a standardized interface, making it useful for searching Instagram content.

    Unipile MCP Server

    baryhuang
    A
    security
    A
    license
    A
    quality
    Enables AI models to interact with messages from various messaging platforms (Mobile, Mail, WhatsApp, LinkedIn, Slack, Twitter, Telegram, Instagram, Messenger) through a standardized interface.
    Last updated -
    3
    3
    Python
    MIT License
    • Linux

  • Why this server?

    This server fetches Instagram posts using Chrome's existing login session via Model Context Protocol (MCP), enabling content retrieval through automated search.

    Instagram MCP Server

    duhlink
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    security
    F
    license
    A
    quality
    A server that allows fetching Instagram posts using Chrome's existing login session via Model Context Protocol (MCP).
    Last updated -
    1
    4
    TypeScript

  • Why this server?

    While not directly related to Instagram, this server provides detailed information about your development environment to the Cursor code editor, potentially enhancing search capabilities if integrated with other tools.

    DevEnvInfoServer

    carterlasalle
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    security
    F
    license
    -
    quality
    An MCP server that provides detailed information about your development environment to the Cursor code editor, enabling more context-aware assistance.
    Last updated -
    1
    Python
    • Linux
    • Apple

  • Why this server?

    While primarily focused on Shopify, it might be helpful if the user is searching for data related to Instagram marketing and e-commerce trends, because it can retrieve product information from Shopify stores.

    Shopify Python MCP Server

    kishimoto-banana
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    security
    A
    license
    A
    quality
    MCP server that integrates with Shopify API, allowing Claude Desktop users to retrieve and manipulate product information from Shopify stores.
    Last updated -
    5
    Python
    MIT License
    • Apple

  • Why this server?

    Useful if the user is searching for research or articles related to Instagram, social media, or online marketing.

    Academic Paper Search MCP Server

    afrise
    A
    security
    A
    license
    A
    quality
    Enables real-time search and retrieval of academic paper information from multiple sources, providing access to paper metadata, abstracts, and full-text content when available, with structured data responses for integration with AI models that support tool/function calling.
    Last updated -
    3
    11
    Python
    AGPL 3.0

  • Why this server?

    Offers unified access to multiple search engines and AI tools, which can be used to perform broad searches related to Instagram and related content across the web.

    mcp-omnisearch

    spences10
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    security
    A
    license
    A
    quality
    🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface.
    Last updated -
    15
    76
    61
    TypeScript
    MIT License
    • Linux

  • Why this server?

    This server integrates Google search, captures webpage content, and takes screenshots, enabling in-depth web research on Instagram topics.

    MCP Web Research Server

    qpd-v
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    security
    A
    license
    A
    quality
    The MCP Web Research Server enables real-time web research with Claude by integrating Google search, capturing webpage content and screenshots, and tracking research sessions.
    Last updated -
    3
    53
    46
    TypeScript
    MIT License
    • Apple

  • Why this server?

    Offers clean, LLM-optimized content retrieval with support for various content types, which can enhance the search for information about Instagram and related media.

    MCP JinaAI Search Server

    spences10
    A
    security
    A
    license
    A
    quality
    Enables efficient web search integration with Jina.ai's Search API, offering clean, LLM-optimized content retrieval with support for various content types and configurable caching.
    Last updated -
    1
    22
    3
    JavaScript
    MIT License

  • Why this server?

    Integrates Jina.ai's Grounding API with LLMs for fact-based web content analysis, which is helpful for grounding and verifying information obtained from or about Instagram.

    Jina.ai Grounding MCP Server

    spences10
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    security
    A
    license
    A
    quality
    Integrates Jina.ai's Grounding API with LLMs for real-time, fact-based web content grounding and analysis, enhancing LLM responses with precise, verified information.
    Last updated -
    1
    6
    2
    JavaScript
    MIT License
    • Linux

  • Why this server?

    While not directly Instagram related, this could help analyze search traffic data and potentially understand user search behavior around Instagram-related keywords.

    Google Search Console MCP Server

    ahonn
    A
    security
    F
    license
    A
    quality
    A server that provides access to Google Search Console data through the Model Context Protocol, allowing users to retrieve and analyze search analytics data with customizable dimensions and reporting periods.
    Last updated -
    6
    36
    12
    TypeScript