Armory
Source
Browse
MCPs

spark-sense-ai

MCP server that diagnoses Apache Spark job failures and optimizes performance using stack-trace analysis and LLM providers, supporting EMR and local sources.

Score
22.5571 signal
Evidence
1 star
Last commit
as last read from GitHub; most reads are from 2 Sep 2026 or later
Listed

Install

No one-command install. Set it up from its source.

Alternatives · MCPs

  1. apache-spark-history-server-mcp193 stars · 68 forks95.019
  2. gscalzo-stackoverflow-mcp72 stars · 11 forks88.465
  3. spark-mcp-optimizer29 stars · 9 forks81.946

What it is

MCP server that diagnoses Apache Spark job failures and optimizes performance using stack-trace analysis and LLM providers, supporting EMR and local sources.

When to use it

MCP server that diagnoses Apache Spark job failures and optimizes performance using stack-trace analysis and LLM providers, supporting EMR and local sources.

How to install / invoke

See Glama for the install config.

Notes

Listed from the Glama MCP registry.