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DatahubMCP - Education Data Integration Server

MCP server enabling LLMs to query MySQL databases and Google Workspace for education program management.

Python 3.13+ License: MIT

What It Does

Connects LLM Desktop App to:

  • MySQL Database: Enterprise database (Attendance, lesson plans, DRDP assessments, etc)

  • Google Workspace: Sheets, Forms, Drive integration

  • Built-in Templates: Data analysis and report generation prompts

Tech Stack

Backend: Python 3.13, FastMCP, SQLAlchemy
APIs: MySQL, Google OAuth 2.0, Google Sheets/Forms/Drive
Config: Environment variables, credential management
Architecture: Service layer pattern, connection pooling, context managers

Quick Start

# Install dependencies uv sync # Configure credentials cp .env.example .env # Edit .env with your DB and Google credentials # Add to Claude Desktop config { "mcpServers": { "datahub": { "command": "uv", "args": ["--directory", "/path/to/DatahubMCP", "run", "datahubmcp.py"] } } }

Key Features

Database Tools

  • Query attendance logs, lesson plans, DRDP records

  • Filter by date range, site, classroom, child ID

  • Hierarchical site/classroom listing

Google Workspace Tools

  • List/read/write spreadsheets, create forms

  • Sheet data as MCP resources

  • OAuth authentication flow

Prompts

  • analyze_sheet_data: Comprehensive analysis template

  • create_report_template: Professional reports

  • form_to_sheet: Form-to-spreadsheet workflow

Project Structure

datahubmcp.py # FastMCP server with tool definitions database.py # MySQL session management google_service.py # Google OAuth & API builders models.py # SQLAlchemy ORM models .env.example # Configuration template

Example Usage

Via Claude Desktop App natural language:

"Show attendance for site S001 last week" "Query DRDP records for child C456" "List my recent spreadsheets" "Create a feedback form"

Technical Highlights

  • Session Management: Context managers for safe DB/API access

  • Type Safety: Full type hints throughout codebase

  • Security: Environment-based config, .gitignore for credentials

  • Error Handling: Comprehensive validation and user-friendly messages

  • Separation of Concerns: Modular architecture (DB/API/MCP layers)


Built for: Education program management
Contact: YC Huang (@yucheuan)

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security - not tested
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license - not found
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quality - not tested

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