Spark SQL runs on your own machine — the client starts it, so there is no endpoint to ping. 59 installs a week from pypi. Last commit 9 Feb 2026.
Query Spark SQL clusters via Thrift/HiveServer2. Works with Spark, EMR, Hive, Impala.
We read the source, 16 h ago · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
- name: Update CHANGELOG.md
env:
PR_TITLE: ${{ github.event.pull_request.title }}
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
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.
claude mcp add spark-sql-mcp-server -- uvx spark-sql-mcp-server
{
"mcpServers": {
"spark-sql-mcp-server": {
"args": [
"spark-sql-mcp-server"
],
"command": "uvx"
}
}
}
[mcp_servers.spark-sql-mcp-server]
command = "uvx"
args = ["spark-sql-mcp-server"]
{
"mcpServers": {
"spark-sql-mcp-server": {
"args": [
"spark-sql-mcp-server"
],
"command": "uvx"
}
}
}
{
"mcpServers": {
"spark-sql-mcp-server": {
"args": [
"spark-sql-mcp-server"
],
"command": "uvx"
}
}
}
This one needs environment variables set before it will start:
SPARK_HOST (Hostname of the Spark Thrift Server), SPARK_PORT (Port of the Spark Thrift Server (default: 10000)), SPARK_DATABASE (Default database to use), SPARK_AUTH (Authentication method: NONE, LDAP, KERBEROS, CUSTOM, or NOSASL), SPARK_USERNAME (Username for LDAP authentication), SPARK_PASSWORD (Password for LDAP authentication), SPARK_KERBEROS_SERVICE_NAME (Kerberos service name (default: hive)).
The author declared them in the registry entry; get the values from the project itself.
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Answers built from our own checks of this server.