Interface
The standard command set and VISA libraries (such as PyVISA) for controlling lab instruments, which agents use to run measurements.
The most active tools first.
16 d ago
bench-mcp exposes SCPI power supplies, multimeters and oscilloscopes to an agent through 10 MCP tools, with no tool that sends raw SCPI. Voltage and current limits come from a file a person signs off, read once at start-up and enforced by a pure function before every command. The README says it has run only against simulated instruments.
18 d ago
AWIC controls FX2-based USB logic analyzers and oscilloscopes that sigrok supports, from a Rust server with native USB drivers. Agents reach it through MCP, people through a web UI and scripts through an SCPI socket; it also switches USB hub port power. It runs on Linux and was built with Claude Code. The README says every feature works on hardware.
34 d ago
K-Dense's LabMCP connects Claude and other assistants to lab instruments through 32 MCP servers. They cover balances, hotplate stirrers, syringe pumps, spectrometers, potentiostats and other instruments. Each server checks commands against user-set safety limits and logs them, and each has a practice mode. The README marks all 32 as tested only in simulation, from the makers' manuals.
4 mo ago
oscilloscope-mcp connects Claude Code, Cursor or a custom agent to a Rigol DS1000Z oscilloscope over LAN SCPI. A profile lists the series' 15 trigger types and about 95 parameters, and the server checks requests against it before sending. A compare tool diffs captured edges against an RTL simulation. The README shows an agent-configured four-channel capture on a DS1104Z.
50 d ago
rigol-mcp connects any stdio MCP client to a Rigol oscilloscope over LAN and runs only in a container. Its tools set up channels, take measurements and save waveform captures and screenshots. The DHO814 is the main tested model, and the server labels each capability fact by how it was verified. The README lists smoke tests run without an input signal.
5 mo ago
mcp-strumentazione connects Claude to a Tektronix TBS2204B oscilloscope over LXI and to an HP GPIB bench through 2 MCP servers. The bench server drives a 6632A supply, 6060B electronic load, 5334B counter and 3457A meter. The README includes measurements Claude took through them, among them a mains waveform and a lamp I-V sweep.
Ranked by points weighed against age. New entries with early votes rise.
6 mo ago
Lucas Gerads connected Claude Code to his LeCroy oscilloscope through lecroy-mcp and to ngspice through spicelib-mcp. In the post's 12-minute video, Claude simulates an RC low-pass filter, programs an ATtiny1614 to drive it and compares the scope traces with the simulation. Gerads warns that Claude cannot see the bench and needs an explicit pinout.
5 mo ago
Chunhui Li and Wei Fan describe RFIA, an RF instrument agent whose LLM plans while a deterministic runtime operates the instrument. A knowledge base supplies verified skills, workflow templates and SCPI command lookup. On a commercial vector network analyzer, the paper reports all 16 benchmark tasks handled with both MiniMax-M2.7 and Qwen3.6-27B, including 1 expected safety rejection.
5 mo ago
Keysight has released version 0.1 of its MCP Server for Instrument Control as a Windows executable. The release notes list 18 tools that discover VISA instruments, resolve SCPI commands from each instrument's definition file and run them. An engineer approves a plain-language preview of every command before it reaches hardware. Sessions are logged, and a simulation mode needs no instruments.
