sparkmedic-mcp
Rank #62,362glama/brianzavareh/sparkmedic
Enables AI assistants to perform automated root-cause analysis of slow Apache Spark and Databricks jobs by listing applications, planning and running diagnoses, retrieving stage and SQL plan details, and listing diagnosis rules via read-only MCP tools.
sparkmedic-mcp is a Model Context Protocol (MCP) server published by brianzavareh. It ranks #62,362 of 137,875 servers tracked on MCP Toplist. sparkmedic-mcp is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 23, 2026.
Ranks ahead of 75,513 of 137,875 servers on MCP Toplist.
Use sparkmedic-mcp
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Fbrianzavareh%2Fsparkmedic)<a href="https://mcptoplist.com/server/glama%2Fbrianzavareh%2Fsparkmedic"><img src="https://mcptoplist.com/badge/glama%2Fbrianzavareh%2Fsparkmedic.svg" alt="MCP Toplist: Top 50% of 137,875" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
brianzavareh
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains sparkmedic-mcp?
- sparkmedic-mcp is maintained by brianzavareh, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is sparkmedic-mcp listed on the Official MCP Registry?
- sparkmedic-mcp is not on the Official MCP Registry. It is listed on Glama.
- How many versions does sparkmedic-mcp have?
- sparkmedic-mcp ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for sparkmedic-mcp?
- The source code for sparkmedic-mcp is hosted at github.com/brianzavareh/sparkmedic.
Do you run this server?
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