Google PageRank for AI agents. 25,000+ tools indexed.

blackbox-datahub MCP Server

alejandro-publius/blackbox-datahub

Score: 47.6 Rank #19539 MCP Server
Are you the maintainer of alejandro-publius/blackbox-datahub? Claim this listing →

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.

Add AgentRank to Claude Code Discover and compare tools like alejandro-publius/blackbox-datahub — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

alejandro-publius/blackbox-datahub is a Python tool licensed under Apache-2.0. 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.

Ranked #19539 out of 24840 indexed tools.

Ecosystem

Python Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 13

13 stars → early stage

Freshness 25% 14d ago

Last commit 14d ago → recently updated

Issue Health 25% 0%

0/2 issues closed → many open issues

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 4
Description Detailed
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Issue Health high impact

You have 2 open vs 0 closed issues — triaging stale issues improves health

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

AgentRank score for alejandro-publius/blackbox-datahub
[![AgentRank](https://agentrank-ai.com/api/badge/tool/alejandro-publius--blackbox-datahub)](https://agentrank-ai.com/tool/alejandro-publius--blackbox-datahub/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/alejandro-publius--blackbox-datahub/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/alejandro-publius--blackbox-datahub" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="alejandro-publius/blackbox-datahub"></script>

Matched Queries

topic:mcp

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.