sld-mcp-server

MCP server for public SLD data analysis and electroweak measurements.

This server exposes agent-callable tools for working with the public SLD release: the modernized parquet translation of the 1996–1998 polarized SLD e+e- Z-pole dataset described in An AI-ready, Polarized Electron-Positron Collision Dataset (arXiv:2606.00224).

This server uses the SLD Resurrection analysis codebase.

Tool categories

This server exposes tools in four categories:

• Data Inspection
• Selection & Cutflow
• Physics Computation
• Plotting

Current scope

This server currently supports:

• inspection of SLD parquet shards and bank structure
• selection preset discovery and cutflow reporting
• hadronic event selection and A_LR extraction
• leptonic asymmetry measurements
• visible mass, event-shape, angular, and weak-mixing summary plots

This server does not yet expose OmniLearned embedding or classifier workflows.

Installation

Install in editable mode from the repository root:

pip install -e .

Run

Start the MCP server with:

sld_mcp_server

Requirements

This server assumes:

• local access to the public SLD parquet dataset
• a working installation of SLD Resurrection
• Python 3.10 or newer