SERVER

Spark History MCP Server

Rank #98,507

glama/ravipesala/spark_mcp_optimizer

Exposes Spark History Server metrics and metadata as tools for LLM-based analysis of Spark applications. It enables deep optimization of Spark jobs by providing access to job summaries, stage details, SQL execution plans, and executor performance.

First listed
Jan 16, 2026
Last publish date
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OVERVIEW

Spark History MCP Server is a Model Context Protocol (MCP) server published by ravipesala. It ranks #98,507 of 137,492 servers tracked on MCP Toplist. Spark History MCP Server is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jan 16, 2026.

STANDING
#98,507of 137,492 tracked servers

Ranks ahead of 38,985 of 137,492 servers on MCP Toplist.

CONNECT

Use Spark History MCP Server

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

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MCP Toplist: #98,507 of 137,492
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REGISTRIES

Listed on 1 registry

ORGANIZATION

ravipesala

Organization
Servers in org
1
Versions across org
0
VERSIONS

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.

FAQ

Frequently asked questions

Who maintains Spark History MCP Server?
Spark History MCP Server is maintained by ravipesala, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is Spark History MCP Server listed on the Official MCP Registry?
Spark History MCP Server is not on the Official MCP Registry. It is listed on Glama.
How many versions does Spark History MCP Server have?
Spark History MCP Server ships as a single rolling release with no explicit version metadata.
Where can I find the source code for Spark History MCP Server?
The source code for Spark History MCP Server is hosted at github.com/ravipesala/spark_mcp_optimizer.
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