How to extract and analyze data from a MongoDB database

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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
Verified
-
security
A
license
-
quality
Full featured MCP Server for MongoDB database analysis.
1,039
66
JavaScript
MIT License
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
-
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.
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
-
security
A
license
-
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.
38
JavaScript
MIT License
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
-
security
A
license
-
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.
TypeScript
MIT License
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
-
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.
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
-
security
F
license
-
quality
Provides access to PyTorch CI/CD analytics data including workflows, jobs, test runs, and log analysis through an MCP interface.
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
Verified
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.
1
2
TypeScript
MIT License
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
Verified
-
security
A
license
-
quality
A Model Context Protocol server providing read-only access to MySQL databases, enabling LLMs to inspect database schemas and execute read-only queries.
1,219
TypeScript
MIT License
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.
JavaScript
MIT License