MCP Bigquery Server
A server that allows LLM to directly interact with the BigQuery database and query data through natural language
rating : 2.5 points
downloads : 81
What is the BigQuery MCP Server?
The BigQuery MCP Server is a bridge that enables your AI assistant (e.g., Claude) to directly interact with data in Google BigQuery. You simply pose a question in natural language, and the server automatically translates it into an SQL query and returns a clear and understandable answer.How to use the BigQuery MCP Server?
First, set up the authentication information and configure the server address. Then, enable the server in your AI assistant (e.g., Claude Desktop) and start asking questions!Applicable scenarios
Suitable for enterprise users who need to quickly obtain big data analysis results, especially teams that wish to reduce the need for manually writing SQL queries.Main Features
Support multiple query methodsWhether through natural language or simple SQL syntax, complex data analysis tasks can be easily completed.
Cross - table and view queriesIt can seamlessly connect to multiple tables and pre - computed views without worrying about the underlying database structure.
Secure data accessOnly read - only permissions are provided to ensure your data is always secure.
Advantages and Limitations
Advantages
Simplifies the complex SQL writing process.
Improves data analysis efficiency.
Supports the integration of multiple types of AI models.
Provides a powerful visual feedback mechanism.
Limitations
Currently only supports Claude Desktop as the AI interface.
There is a certain query size limit (default is 1GB).
May not be fully compatible with some advanced views.
How to Use
Installation and Configuration
Download and install the BigQuery MCP Server, and fill in the project ID and location information as prompted.
Start the Server
After running the initialization script, start the server to wait for requests from the AI assistant.
Integrate into the AI Assistant
Add the server address to the AI assistant configuration file, save the changes and restart the application.
Usage Examples
Query Sales DataThe user asks the AI assistant about the total sales amount within a certain period.
Product Performance ComparisonCompare the market performance of different products.
Frequently Asked Questions
Does the BigQuery MCP Server support other AI models?
How to handle data query requests exceeding 1GB?
Related Resources
Official Documentation
Detailed installation guide and technical reference.
GitHub Code Repository
Source code hosting address.
Sponsor Website
Learn more about OreData.
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