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MCP server · Documentation

Datahub Sentinel

by · github.com/AshrafAhmed9/datahub-sentinel

Sentinel — an autonomous ML pre-mortem agent for DataHub. Catches target leakage and silent upstream blast radius in production ML models by walking DataHub's lineage graph via MCP.

Unclaimed ai-agentsdata-governancedata-lineagedatahubhackathonmachine-learningmcpmodel-context-protocol
InstallView source
34Low

Scored 28 days ago · breakdown

About Datahub Sentinel

Datahub Sentinel is an MCP server published by AshrafAhmed9 in the Documentation category: sentinel — an autonomous ML pre-mortem agent for DataHub. Catches target leakage and silent upstream blast radius in production ML models by walking DataHub's lineage graph via MCP.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/AshrafAhmed9/datahub-sentinel

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v1.0-submissionv1.0 — DataHub Agent Hackathon submission (final) · 19 Jul 2026Sentinel: an autonomous ML pre-mortem agent for DataHub, built for the *Build with DataHub: The Agent Hackathon* (Production ML Agents category). What it does Protects production ML models from silent failures — target leakage and…
Questions

About Datahub Sentinel

How do I install Datahub Sentinel?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Datahub Sentinel safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Datahub Sentinel still maintained?

Yes — the latest release is v1.0-submission (19 Jul 2026), and the last commit was 3 months ago. The repository has 0 stars.