a year ago
Sail is an open-source computation framework that serves as a drop-in replacement for Apache Spark (SQL and DataFrame API) in both single-host and distributed settings. The built-in MCP server in Sail exposes tools for LLM agents to register datasets and execute Spark SQL queries.
Server Config
{
"mcpServers": {
"sail": {
"command": "sail",
"args": [
"spark",
"mcp-server",
"--transport",
"stdio"
]
}
}
}