metadata
language:
- en
license: apache-2.0
tags:
- mcp
- cursor
- claude
- emgena
- developer-tools
pretty_name: >-
SQLAuditor BigQuery Analytics & Slot Optimizer (Evaluation Teaser + Turnkey
MCP Server)
size_categories:
- n<1K
🚀 SQLAuditor BigQuery Analytics & Slot Optimizer (Evaluation Teaser + Turnkey MCP Server)
⚡ Official Free Community Teaser (50 Verified Scenarios + Executable MCP Server)
🏆 Production Master Package on Gumroad:
👉 Purchase Full Enterprise Package on Gumroad
🏷️ Use coupon code LAUNCH20 for €20 off at checkout! (Starting at €79)
⚡ Activate in Cursor IDE & Claude Desktop in 30 Seconds
This repository now contains a zero-dependency, turnkey Model Context Protocol (MCP) server (server_free.py).
You can connect this AI guard directly to your IDE in 2 steps:
1. In Cursor IDE:
Add the following to your project's .cursor/mcp.json (or copy .cursor_mcp_config.json):
{
"mcpServers": {
"emgena-bigquery-sql-optimizer": {
"command": "python",
"args": ["server_free.py"]
}
}
}
2. In Claude Desktop:
Add to your claude_desktop_config.json:
{
"mcpServers": {
"emgena-bigquery-sql-optimizer": {
"command": "python",
"args": ["/ABSOLUTE/PATH/TO/server_free.py"]
}
}
}
🛠️ Included Real-Time MCP Tools:
analyze_bigquery_slot_exhaustion: Audits BigQuery SQL queries for unpartitioned scans, cartesian joins, and slot starvation.recommend_partition_clustering_keys: Recommends time-partitioning and clustering keys based on query WHERE clause patterns.
📦 Dataset Overview
- Evaluation Samples: 50 multi-turn verified engineering scenarios.
- Format: Apache Parquet (
train.parquet) & JSONL. - 100% AST Syntactic Verification: Zero syntax errors.
- EU AI Act & EULA Compliance: Certified for safe enterprise AI development under Articles 50 & 53.