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How to extract and analyze data from a MongoDB database

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  • Why this server?

    Offers full featured MongoDB database analysis capabilities, which aligns directly with the user's request.

    MongoDB Lens

    furey
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    security
    A
    license
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    quality
    Full featured MCP Server for MongoDB database analysis.
    Last updated -
    334
    108
    JavaScript
    MIT License
    • Apple

  • Why this server?

    While focused on Couchbase, it's related to NoSQL databases, providing potentially relevant schema inspection and query execution functionalities.

    Couchbase MCP Server

    hummusonrails
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    security
    A
    license
    -
    quality
    A server that enables natural language interactions with Couchbase databases through the Model Context Protocol, allowing users to perform SQL++ queries on Couchbase Capella clusters using conversational commands.
    Last updated -
    JavaScript
    MIT License

  • Why this server?

    Offers the ability to query and analyze data, which is relevant for analytics, although it is specific to DynamoDB.

    DynamoDB Read-Only MCP

    jjikky
    A
    security
    A
    license
    A
    quality
    A server that enables LLMs like Claude to query AWS DynamoDB databases through natural language requests, supporting table management, data querying, and schema analysis.
    Last updated -
    7
    4
    JavaScript
    MIT License
    • Apple

  • Why this server?

    Allows querying, inserting, and deleting documents, and running aggregation pipelines, making it suitable for obtaining analytics from databases, specifically MongoDB.

    MCP Database Server

    manpreet2000
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    security
    A
    license
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    quality
    A Model Context Protocol server that enables LLMs to interact with databases (currently MongoDB) through natural language, supporting operations like querying, inserting, deleting documents, and running aggregation pipelines.
    Last updated -
    TypeScript
    MIT License
    • Apple

  • Why this server?

    Offers tools to manage indices and execute search queries, which can be used for log analysis and data retrieval which relates to analytics.

    Elasticsearch MCP Server

    da1y
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    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables LLMs to interact with Elasticsearch clusters, allowing them to manage indices and execute search queries using natural language.
    Last updated -
    1
    JavaScript

  • Why this server?

    Provides access to analytics data, metrics, and traces, which could be useful for monitoring and analyzing system performance although it focuses on Pytorch.

    PyTorch HUD MCP Server

    izaitsevfb
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    security
    F
    license
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    quality
    Provides access to PyTorch CI/CD analytics data including workflows, jobs, test runs, and log analysis through an MCP interface.
    Last updated -
    Python

  • Why this server?

    Allows querying and analyzing Azure resources at scale. Could be useful if the MongoDB is on Azure.

    Azure Resource Graph MCP Server

    hardik-id
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
    Last updated -
    1
    2
    TypeScript
    MIT License
    • Linux
    • Apple

  • Why this server?

    If the MongoDB data is synced to a MySQL database, this server could be used to get analytics from the mirrored data.

    MySQL MCP Server

    shreyansh-ghl
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    security
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    license
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    quality
    A Model Context Protocol server providing read-only access to MySQL databases, enabling LLMs to inspect database schemas and execute read-only queries.
    Last updated -
    1
    JavaScript

  • Why this server?

    Another MySQL MCP server that could be used if MongoDB data is synced to a MySQL database.

    MCP Server for MySQL

    zhaoxin34
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    security
    A
    license
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    quality
    A Model Context Protocol server providing read-only access to MySQL databases, enabling LLMs to inspect database schemas and execute read-only queries.
    Last updated -
    1,857
    TypeScript
    MIT License
    • Linux
    • Apple

  • Why this server?

    Enables natural language interactions with Couchbase databases, allowing users to perform SQL++ queries, which could be relevant if MongoDB is used in conjunction with Couchbase.

    Couchbase MCP Server

    hummusonrails
    -
    security
    A
    license
    -
    quality
    A server that enables natural language interactions with Couchbase databases through the Model Context Protocol, allowing users to perform SQL++ queries on Couchbase Capella clusters using conversational commands.
    Last updated -
    JavaScript
    MIT License