lab-instrument-mcps

active

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.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

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Repository: github.com/K-Dense-AI/lab-instrument-mcps
License: Apache-2.0
Last update: 2026-09-26
GitHub stars: ★ 31
Homepage: www.k-dense.ai

ai-agents instrument-control lab-automation laboratory mcp mcp-server model-context-protocol python scientific-instruments self-driving-labs

Listed in

github · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.