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Connecting external data sources for contextual LLM calls

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  • Why this server?

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

    A
    license
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    quality
    F
    maintenance
    Provides access to Redis databases. This server enables LLMs to interact with Redis key-value stores through a set of standardized tools.
    Last updated
    117
    31
    MIT
  • 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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    quality
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    maintenance
    Access Home Assistant data and control devices (lights, switches, thermostats, etc).
    Last updated
    6
    574
    MIT
  • 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
    880
    142
    MIT
  • Why this server?

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

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    quality
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    maintenance
    A Model Context Protocol server that provides access to MongoDB databases. This server enables LLMs to inspect collection schemas and execute read-only queries.
    Last updated
    8
    280
    279
    MIT
  • 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.
    Last updated
    461
    162
    MIT
  • 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.
    Last updated
    6
    6
    14,216
    974
    MIT
  • 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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    quality
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    maintenance
    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
    2,219
    1,352
    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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    maintenance
    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
    12
    265
    MIT
  • 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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    quality
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    maintenance
    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
    24
    114
    98
    MIT