mcpbeat

Spark SQL MCP Server

io.github.aidancorrell/spark-sql-mcp-server
local only

Spark SQL runs on your own machine — the client starts it, so there is no endpoint to ping. 72 installs a week from pypi. Last commit 9 Feb 2026.

Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.

Installs per day peak 40 · avg 13 · -14% w/w
a month agotoday
72
Installs / week
pypi · spark-sql-mcp-server
0
Stars
0 open issues
9 Feb 2026
Last commit
0 releases in 90 days
MIT
License
Python

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add spark-sql-mcp-server -- uvx spark-sql-mcp-server
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "spark-sql-mcp-server": {
      "args": [
        "spark-sql-mcp-server"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.spark-sql-mcp-server]
command = "uvx"
args = ["spark-sql-mcp-server"]
.cursor/mcp.json
{
  "mcpServers": {
    "spark-sql-mcp-server": {
      "args": [
        "spark-sql-mcp-server"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "spark-sql-mcp-server": {
      "args": [
        "spark-sql-mcp-server"
      ],
      "command": "uvx"
    }
  }
}

Spark SQL — questions

Answers built from our own checks of this server.

Why is there no uptime for Spark SQL?
Spark SQL runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package spark-sql-mcp-server was installed 72 times last week.
How do I connect Spark SQL?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls spark-sql-mcp-server straight from pypi; nothing to host, nothing to sign up for.
How many people use Spark SQL?
The pypi package spark-sql-mcp-server was installed 72 times in the last week. Week over week that is -14%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Spark SQL open source?
Yes — it is published under the MIT licence, written in Python and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.