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Apache Spark History Server MCP

Exposes Spark History Server data as tools for AI agents, enabling natural language querying of Spark applications, jobs, stages, and performance metrics.

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// key findings
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/kubeflow-mcp-apache-spark-history-server-h1e8us)](https://m8ven.ai/mcp/kubeflow-mcp-apache-spark-history-server-h1e8us)
commit: 0c3768b9a254ee9270daf3396630abe0b0b3d0f9
code hash: d56d5dcb3a6f781aba680691845c43f03e31759ffb0adae0443e3c2aefd6cb60
verified: 6/15/2026, 12:53:46 PM
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