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Connecting external data sources for contextual LLM calls

  • Why this server?

    Provides access to Redis databases, enabling LLMs to interact with Redis key-value stores for context.

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    Provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.
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    17
    JavaScript
    MIT License
    • Apple
    • Linux
  • Why this server?

    Access Home Assistant data and control devices, providing a rich source of contextual information about the user's environment for LLMs.

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    Access Home Assistant data and control devices (lights, switches, thermostats, etc).
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    TypeScript
    Apache 2.0
  • Why this server?

    Allows LLMs to interact with BigQuery data, providing a way to bring in external data for use as context.

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    This is a server that lets your LLMs (like Claude) talk directly to your BigQuery data! Think of it as a friendly translator that sits between your AI assistant and your database, making sure they can chat securely and efficiently.
    Last updated -
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    215
    37
    JavaScript
    MIT License
  • Why this server?

    Enables LLMs to interact with MongoDB databases, allowing you to query and manage data for providing context.

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    A Model Context Protocol server that provides access to MongoDB databases. This server enables LLMs to inspect collection schemas and execute read-only queries.
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    885
    191
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Enables interaction with MySQL databases through a standardized interface, useful for providing context from relational data.

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    This server enables AI models to interact with MySQL databases through a standardized interface.
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    646
    61
    JavaScript
    MIT License
    • Linux
    • Apple
  • Why this server?

    Enables AI assistants to read from and write to Microsoft Excel files, providing structured data for contextual information.

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    A Model Context Protocol server that enables AI assistants to read from and write to Microsoft Excel files, supporting formats like xlsx, xlsm, xltx, and xltm.
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    7,163
    191
    Go
    MIT License
    • Linux
    • Apple
  • Why this server?

    Allows Claude to read and search any directory containing Markdown notes (such as an Obsidian vault), useful for providing personal knowledge base as context.

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    This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).
    Last updated -
    1,530
    718
    JavaScript
    AGPL 3.0
  • Why this server?

    Provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

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    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
    Last updated -
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    TypeScript
    MIT License
  • Why this server?

    Provides access to Roam Research's API functionality, allowing Claude to interact with your Roam Research graph for context.

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    Provides comprehensive access to Roam Research's API functionality. This server enables AI assistants like Claude to interact with your Roam Research graph through a standardized interface.
    Last updated -
    18
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    38
    TypeScript
    MIT License
    • Apple
  • Why this server?

    Integrates with Google Drive to enable listing, reading, and searching over files, with automatic export of Google Workspace documents to appropriate formats, providing external data context.

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    Integrates with Google Drive to enable listing, reading, and searching over files, with automatic export of Google Workspace documents to appropriate formats.
    Last updated -
    1,369
    JavaScript