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Creating a Search System with Supabase for Documents and User Interaction

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  • Why this server?

    This server enables interaction with Supabase PostgreSQL databases, allowing seamless integration with IDEs for secure and validated database management.

    Supabase MCP Server

    alexander-zuev
    Verified
    A
    security
    A
    license
    A
    quality
    This server enables interaction with Supabase PostgreSQL databases through the MCP protocol, allowing seamless integration with Cursor and Windsurf IDEs for secure and validated database management.
    11
    607
    Python
    Apache 2.0
    • Apple
    • Linux

  • Why this server?

    This is an MCP server for PostgREST. It allows LLMs perform database queries and operations on Postgres databases via PostgREST. This server works with both Supabase projects (which use PostgREST) and standalone PostgREST servers.

    PostgRESTofficial

    supabase-community
    -
    security
    A
    license
    -
    quality
    This is an MCP server for PostgREST. It allows LLMs perform database queries and operations on Postgres databases via PostgREST. This server works with both Supabase projects (which use PostgREST) and standalone PostgREST servers.
    372
    1,198
    TypeScript
    Apache 2.0
    • Apple

  • Why this server?

    MCP Server provides search capabilities, web content extraction, and screenshot functionality with advanced bot detection avoidance through the MCP protocol.

    Google Search MCP Server

    Claw256
    -
    security
    A
    license
    -
    quality
    Provides Google search capabilities, web content extraction, and screenshot functionality with advanced bot detection avoidance through the MCP protocol.
    15
    4
    TypeScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    A semantic vector search, offering tools for managing and processing documentation efficiently.

    RAG Documentation MCP Server

    rahulretnan
    -
    security
    F
    license
    -
    quality
    Enables AI assistants to enhance their responses with relevant documentation through a semantic vector search, offering tools for managing and processing documentation efficiently.
    62
    13
    TypeScript

  • Why this server?

    Leverages Gemini API and Google Search to generate answers based on the latest information for user queries.

    Gemini Search MCP Server

    Lorhlona
    A
    security
    A
    license
    A
    quality
    Utilizes Gemini API and Google Search to generate answers based on the latest information for user queries.
    3
    21
    JavaScript
    MIT License

  • Why this server?

    Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating the search and retrieval of cryptographic research papers and metadata via a secure interface.

    IACR MCP Server

    doomdagadiggiedahdah
    A
    security
    A
    license
    A
    quality
    Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating the search and retrieval of cryptographic research papers and metadata via a secure interface.
    3
    2
    JavaScript
    MIT License

  • Why this server?

    A comprehensive Model Context Protocol (MCP) server that enables seamless Vercel project management, including deployments, domains, environment variables, and team configurations through Cursor's Composer or Codeium's Cascade.

    Vercel MCP Server

    Quegenx
    A
    security
    F
    license
    A
    quality
    A powerful Model Context Protocol (MCP) server enabling seamless Vercel project management, including deployments, domains, environment variables, and team configurations through Cursor's Composer or Codeium's Cascade.
    56
    17
    TypeScript
    • Apple
    • Linux

  • Why this server?

    Connects Claude to Portkey's API for managing AI configurations, workspaces, analytics, and user access, providing comprehensive control over API usage and settings.

    Portkey MCP Server

    r-huijts
    A
    security
    A
    license
    A
    quality
    Connects Claude to Portkey's API for managing AI configurations, workspaces, analytics, and user access, providing comprehensive control over API usage and settings.
    9
    TypeScript
    MIT License

  • Why this server?

    Extracts and transforms webpage content into clean, LLM-optimized Markdown. Returns article title, main content, excerpt, byline and site name. Uses Mozilla's Readability algorithm to remove ads, navigation, footers and non-essential elements while preserving the core content structure.

    Mozilla Readability Parser MCP Server

    emzimmer
    A
    security
    A
    license
    A
    quality
    Extracts and transforms webpage content into clean, LLM-optimized Markdown. Returns article title, main content, excerpt, byline and site name. Uses Mozilla's Readability algorithm to remove ads, navigation, footers and non-essential elements while preserving the core content structure.
    1
    4
    11
    MIT License