Spark Connect
Rank #50,797pulsemcp/icerhymers-spark-connect
Query Apache Spark and Databricks clusters using DataFrame and SQL tools with read-only safety defaults.
What you can do with Spark Connect
Spark Connect is a Model Context Protocol (MCP) server published by icerhymers. It ranks #50,797 of 167,945 active servers on MCP Toplist, and its repository has 3 GitHub stars. Spark Connect is listed on PulseMCP, with 1 release tag tracked from its GitHub repository. It was first listed on Apr 14, 2026 and most recently updated on Apr 18, 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 Spark Connect 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 Spark Connect
No registry MCP Toplist tracks declares this server’s credentials or configuration, and it has no public endpoint to probe. Check the repository README before installing.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Spark Connect 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 Spark Connectyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Apr 14, 2026
- Latest release tag
- Apr 18, 2026
- Version history
- 1 release tag tracked (below)
- Requirements evidence
- None — no registry declares requirements and there is no public endpoint to probe
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Aug 31, 2026
- PulseMCP ↗listed since May 22, 2026 · still listed
Do you maintain Spark Connect? to correct or enrich this profile.
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.2.0 | Apr 18, 2026 |
Ranks ahead of 117,148 of 167,945 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/pulsemcp%2Ficerhymers-spark-connect)<a href="https://mcptoplist.com/server/pulsemcp%2Ficerhymers-spark-connect"><img src="https://mcptoplist.com/badge/pulsemcp%2Ficerhymers-spark-connect.svg" alt="MCP Toplist: Top 50% of 167,945" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Spark Connect?
- Spark Connect is maintained by icerhymers, which publishes 2 MCP servers (1 total version) tracked on MCP Toplist.
- Is Spark Connect listed on the Official MCP Registry?
- Spark Connect is not on the Official MCP Registry. It is listed on PulseMCP.
- How many versions does Spark Connect have?
- No registry surfaces explicit version metadata for Spark Connect; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Apr 18, 2026.
- Where can I find the source code for Spark Connect?
- The source code for Spark Connect is hosted at github.com/icerhymers/spark-connect-mcp.
Do you run this server?
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