AIDRIN
by idtlab
AI Data Readiness Infrastructure for evaluating dataset quality and completeness for ML workflows.
What it does
AIDRIN connects AI agents to a framework for evaluating the readiness of datasets intended for machine learning and AI workflows. It allows the AI to assess dataset quality, structure, and completeness through quantitative metrics, ensuring data is fit for purpose before training or analysis.
Tools
evaluate_dataset: Runs readiness checks on a specified dataset to identify quality gaps.get_metrics: Retrieves quantitative readiness metrics for a dataset.check_structure: Validates the schema and structural integrity of the target data.
Installation
Add the following to your claude_desktop_config.json:
{
"mcpServers": {
"aidrin": {
"command": "python3",
"args": ["-m", "aidrin"]
}
}
}
Supported hosts
- Claude Desktop
Quick install
pip install aidrinInformation
- Pricing
- free
- Published
- 7/28/2026
- Updated
- 3 days ago
- stars
- 16
Categories
Choose your AI client and follow the steps below.
Claude Desktop
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