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ap-training-bigquery-mcp

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by mohrstade

Overview

Provides a semantic layer for BigQuery's Austin Bikeshare public dataset, simplifying data querying and analysis through a defined interface for tools like Claude Desktop.

Installation

Run Command
uv run mcp_layer.py

Security Notes

Connects to a public BigQuery dataset (`bigquery-public-data`). Uses standard and reputable data libraries (Ibis, boring-semantic-layer). No obvious hardcoded sensitive credentials, 'eval' usage, or malicious patterns were found in the provided source code. Relies on standard GCP authentication mechanisms for BigQuery access, which are assumed to be configured externally.

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Stats

Interest Score44
Security Score9
Cost ClassLow
Avg Tokens10
Stars2
Forks1
Last Update2025-11-26

Tags

BigQuerySemantic LayerData AnalyticsIbisBikeshare