als-apg/osprey

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.

A framework and set of tools to monitor and operate large scale control systems, such as the ones in the accelerator community.

ControlArena is a collection of settings, model organisms and protocols - for running control experiments.

Operation-bound protection for autonomous AI agents: contain and verify operations before committing changes, understand intent and risk across long-running work, and detect threats across agent and system activity.

experiment orchestration and data acquisition

A framework for mission control

Neptus, Command and Control Infrastructure

Universal Research and Scientific Agent