mcp-apache-spark-history-server vs everything
Side-by-side comparison to help you pick between these two MCP servers.
mcp-apache-spark-history-server by kubeflow | everything by modelcontextprotocol | |
|---|---|---|
| Stars | ★ 170 | ★ 85,748 |
| 30d uses | — | — |
| Score | 50 | 77 |
| Official | — | ✓ |
| Categories | Developer ToolsMonitoringAI / LLM Tools | Developer ToolsAI / LLM ToolsOther |
| Language | Python | TypeScript |
| Last commit | this month | this month |
mcp-apache-spark-history-server · Summary
MCP Server connecting AI agents to Apache Spark History Server for job analysis and performance monitoring.
everything · Summary
Official MCP test server exercising all protocol features for client builders.
mcp-apache-spark-history-server · Use cases
- AI agents investigating failed or slow Spark applications using natural language queries
- Comparing performance metrics between different Spark job runs to identify regressions
- Automating Spark job monitoring and alerting through integration with AI agents
everything · Use cases
- Testing MCP client implementations against all protocol features
- Learning MCP protocol capabilities through a reference server
- Validating client compatibility with different transport methods
mcp-apache-spark-history-server · Install
Install with pip:
pip install mcp-apache-spark-history-server
spark-mcpRun directly with uvx (no install needed):
uvx --from mcp-apache-spark-history-server spark-mcpConfiguration via config.yaml (supports multiple servers):
servers:
local:
default: true
url: "http://your-spark-history-server:18080"
auth:
username: "user"
password: "pass"
mcp:
transports:
- streamable-http
port: "18888"Claude Desktop configuration:
{
"mcpServers": {
"spark": {
"command": "spark-mcp",
"args": []
}
}
}everything · Install
NPX (recommended)
{
"mcpServers": {
"everything": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-everything"]
}
}
}On Windows, use cmd /c:
{
"mcpServers": {
"everything": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
}
}
}Docker
{
"mcpServers": {
"everything": {
"command": "docker",
"args": ["run", "-i", "--rm", "mcp/everything"]
}
}
}Global install
npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything