databridge-ai 0.32.0

DataBridge AI - An open-source, MCP-native data reconciliation engine with tools for hierarchy management, data quality, and analytics

DataBridge AI

DataBridge AI is a headless, MCP-native data reconciliation engine with 292 tools for hierarchy management, data quality, and analytics.

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⚠️ CONFIDENTIALITY NOTICE

BY INSTALLING THIS SOFTWARE, YOU AGREE TO THE FOLLOWING:

1. This software contains CONFIDENTIAL AND PROPRIETARY information
2. You agree to maintain strict confidentiality of all source code, algorithms, and documentation
3. Unauthorized disclosure or distribution is STRICTLY PROHIBITED
4. You accept the terms of the License Agreement

If you do not agree to these terms, do not install or use this software.

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Features

• Data Reconciliation - Compare and validate data from CSV, SQL, PDF, and JSON sources
• Hierarchy Builder - Create and manage multi-level hierarchy projects (up to 15 levels)
• Wright Module - Hierarchy-driven data mart generation with 4-object pipeline
• Cortex AI Integration - Snowflake Cortex AI with natural language to SQL
• Data Catalog - Centralized metadata registry with business glossary
• Data Quality - Expectation suites and data contracts
• Lineage Tracking - Column-level lineage and impact analysis
• Git/CI-CD - Automated workflows and GitHub integration
• dbt Integration - Generate dbt projects from hierarchies

Installation

By installing, you accept the License Agreement including confidentiality obligations.

# Basic installation
pip install databridge-ai

# With PDF support
pip install databridge-ai[pdf]

# With Snowflake support
pip install databridge-ai[snowflake]

# Full installation
pip install databridge-ai[all]

Quick Start

As MCP Server (Claude Desktop)

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "DataBridge_AI": {
      "command": "python",
      "args": ["-m", "src.server"]
    }
  }
}

Programmatic Usage

from src.server import mcp

# Run as MCP server
mcp.run()

Available Tools (292)

Category	Count	Examples
Data Reconciliation	20+	load_csv, compare_hashes, fuzzy_match_columns
Hierarchy Builder	44	create_hierarchy_project, import_hierarchy_csv
Wright (Mart Factory)	18	create_mart_config, generate_mart_pipeline
Cortex AI	22	cortex_complete, analyst_ask, cortex_reason
Data Catalog	15	catalog_create_asset, catalog_search
Versioning	12	version_create, version_rollback
Lineage	11	track_column_lineage, analyze_change_impact
Git/CI-CD	12	git_commit, github_create_pr
dbt Integration	8	create_dbt_project, generate_dbt_model
Data Quality	7	generate_expectation_suite, run_validation

Tool Categories

Data Reconciliation

• Load and profile data from CSV, JSON, and SQL sources
• Compare datasets with hash-based matching
• Fuzzy matching for deduplication
• PDF text extraction and OCR

Hierarchy Builder

• Create multi-level hierarchy projects
• Define source mappings to database columns
• Build calculation formulas (SUM, SUBTRACT, MULTIPLY, DIVIDE)
• Export to CSV/JSON and generate deployment scripts
• Deploy hierarchies to Snowflake

Wright Module (Data Mart Factory)

• 4-object pipeline: VW_1 → DT_2 → DT_3A → DT_3
• 7 configuration variables for parameterization
• AI-powered hierarchy discovery via Cortex
• 5-level formula precedence engine

Cortex AI Integration

• Snowflake Cortex functions (COMPLETE, SUMMARIZE, SENTIMENT, TRANSLATE)
• Natural language to SQL via semantic models
• Orchestrated reasoning loop (Observe → Plan → Execute → Reflect)

Configuration

Create a .env file or set environment variables:

# Data directory
DATA_DIR=./data

# NestJS backend (optional)
NESTJS_BACKEND_URL=http://localhost:8001
NESTJS_API_KEY=your-api-key

# Snowflake (optional)
SNOWFLAKE_ACCOUNT=your-account
SNOWFLAKE_USER=your-user
SNOWFLAKE_PASSWORD=your-password

License

Proprietary License - This software is confidential and proprietary.

See LICENSE for the complete terms including:

• Confidentiality obligations
• Usage restrictions
• Non-disclosure requirements

Copyright (c) 2024-2026 DataBridge AI Team. All Rights Reserved.

Support

For licensing inquiries: [e-mail]