Lab Automation Python Packages

pylabrobot

interactive & hardware agnostic SDK for lab automation

blabel

:label: Python label/sticker PDF generation. HTML templates, built-in barcodes, qr codes, and other goodies

labmcp

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

pyshal

Turn your whole lab — hardware and software — into safe, typed, permission-gated tools for an AI agent.

madsci-common

Main repository for the Modular Autonomous Discovery for Science (MADSci) Framework

madsci-client

Main repository for the Modular Autonomous Discovery for Science (MADSci) Framework

labmcp-modbus

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

labmcp-srs-lockin

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

labmcp-scpi

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

madsci-node-module

Main repository for the Modular Autonomous Discovery for Science (MADSci) Framework

labmcp-mettler-toledo

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

labmcp-palmsens

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

labmcp-opentrons

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

labmcp-ble-health

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

labmcp-lakeshore

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

labmcp-astm-lis

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

labmcp-labjack

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

labmcp-cavro

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

labmcp-bench-psu

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

labmcp-micro-manager

Open-source MCP servers that let AI agents operate real lab instruments, with safety limits, read-only modes, audit trails, and a simulator for every instrument.

scpi-instrument-control

Universal Python library for SCPI test equipment: oscilloscopes, AWGs, power supplies and DAQ units over Ethernet, USB, GPIB or serial. GUI, browser lab gateway, automated reports, and hardware-free mocks.

madsci-workcell-manager

Main repository for the Modular Autonomous Discovery for Science (MADSci) Framework

madsci-data-manager

Main repository for the Modular Autonomous Discovery for Science (MADSci) Framework

madsci-resource-manager

Main repository for the Modular Autonomous Discovery for Science (MADSci) Framework