Apache Spark History Server MCP
Rank #2,030glama/kubeflow/mcp-apache-spark-history-server
Exposes Spark History Server data as tools for AI agents, enabling natural language querying of Spark applications, jobs, stages, and performance metrics.
What you can do with Apache Spark History Server MCP
Apache Spark History Server MCP is a Model Context Protocol (MCP) server published by kubeflow. It ranks #2,030 of 144,396 active servers on MCP Toplist, and its repository has 204 GitHub stars. Apache Spark History Server MCP is listed on Glama, with 8 release tags tracked from its GitHub repository. It was first listed on Apr 28, 2026 and most recently updated on Aug 21, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Apache Spark History Server MCP can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Apache Spark History Server MCP
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Apache Spark History Server MCP and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for Apache Spark History Server MCPyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Apr 28, 2026
- Latest release tag
- Aug 21, 2026
- Version history
- 8 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Jun 15, 2026 · still listed
Do you maintain Apache Spark History Server MCP? to correct or enrich this profile.
GitHub releases (8)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.0.1 | Aug 21, 2026 |
| v1.0.0 | Jun 23, 2026 |
| cli/v0.4.0 | Jun 23, 2026 |
| cli/v0.3.0 | May 29, 2026 |
| cli/v0.2.0 | May 13, 2026 |
| v0.3.0 | May 13, 2026 |
| cli/v0.1.0 | Apr 28, 2026 |
| v0.2.0 | Apr 28, 2026 |
Ranks ahead of 142,366 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fkubeflow%2Fmcp-apache-spark-history-server)<a href="https://mcptoplist.com/server/glama%2Fkubeflow%2Fmcp-apache-spark-history-server"><img src="https://mcptoplist.com/badge/glama%2Fkubeflow%2Fmcp-apache-spark-history-server.svg" alt="MCP Toplist: Top 5% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Apache Spark History Server MCP?
- Apache Spark History Server MCP is maintained by kubeflow, which publishes 2 MCP servers (10 total versions) tracked on MCP Toplist.
- Is Apache Spark History Server MCP listed on the Official MCP Registry?
- Apache Spark History Server MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Apache Spark History Server MCP have?
- No registry surfaces explicit version metadata for Apache Spark History Server MCP; MCP Toplist tracks 8 release tags from its GitHub repository, most recently published on Aug 21, 2026.
- Where can I find the source code for Apache Spark History Server MCP?
- The source code for Apache Spark History Server MCP is hosted at github.com/kubeflow/mcp-apache-spark-history-server.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.