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MCP server · Science

Blackbox Datahub

by · github.com/alejandro-publius/blackbox-datahub

BlackBox, Grand Prize winner of the Build with DataHub Agent Hackathon 2026. Autonomous data incident response with an evidence gate, verified repair, real PRs, and DataHub write-back.

Unclaimed ai-agentsclaudedata-engineeringdata-lineagedata-observabilitydatahubhackathon-winnerincident-responsemcp
InstallView source
34Low

Scored a month ago · breakdown

About Blackbox Datahub

Blackbox Datahub is an MCP server published by alejandro-publius in the Science category: blackBox, Grand Prize winner of the Build with DataHub Agent Hackathon 2026. Autonomous data incident response with an evidence gate, verified repair, real PRs, and DataHub write-back.

The repository has 2 stars and 0 forks, with the last commit a month ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/alejandro-publius/blackbox-datahub

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

v0.1.0v0.1.0 · 8 Sep 2026First tagged release of BlackBox, an autonomous data-incident-response agent on DataHub. The model decides what to investigate; deterministic tools decide what is true, across a read, prove, act, verify, write loop gated on evidence.…
Questions

About Blackbox Datahub

How do I install Blackbox Datahub?

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

Is Blackbox Datahub 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 Blackbox Datahub still maintained?

Yes — the latest release is v0.1.0 (8 Sep 2026), and the last commit was a month ago. The repository has 2 stars.