DeepDiagnostix-AI/mcp-apache-spark-history-server
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The MCP Server for Apache Spark History Server connects AI agents to the Spark History Server for intelligent job analysis and performance monitoring.
Tools
Functions exposed to the LLM to take actions
get_application
Get detailed information about a specific Spark application including status, resource usage, duration, and attempt details.
list_jobs
Get a list of all jobs for a Spark application with optional status filtering.
list_slowest_jobs
Get the N slowest jobs for a Spark application (excludes running jobs by default).
list_stages
Get a list of all stages for a Spark application with optional status filtering and summaries.
get_stage
Get information about a specific stage with optional attempt ID and summary metrics.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client