
Keithley SourceMeter SMU
io.github.K-Dense-AIPublished by GitHub account K-Dense-AIv0.1.2Updated Oct 28, 2026
MCP server for Keithley SourceMeter SMUs (2400 series SCPI, 2450 family SCPI, 2600B TSP).
The publisher's own server: Source
Overview
MCP server that lets an AI assistant drive Keithley SourceMeter SMUs: source V or I, measure, and run bounded IV sweeps with safety limits.
- What you can do
- Configure the source function, level, compliance, range and measurement speed, and switch between 2-wire and 4-wire sensing
- Switch the output on or off, change the level of a running source, and reconnect after a power cycle
- Take single source-measure readings of voltage, current, power and compliance state
- Run stepped IV sweeps (linear, log, dual) that always end with the output off, returning the curve, a linear fit and optional CSV
- Inspect connection, device identity, status and the raw command log for debugging
- When to use it
- Useful in a lab or bench setup where an assistant should operate a Keithley SMU for device characterisation: IV curves of diodes, LEDs, memristors or photodiodes, resistance measurements, or scripted measurement sequences. It is also usable without hardware through a built-in simulator to try the workflow first.
- Requirements
- Runs locally as a Python package (uvx or pip) over stdio, on desktop only. Needs a reachable instrument over GPIB, USB (USBTMC), Ethernet or RS-232, with a VISA library for GPIB/USBTMC. Set LABMCP_ADDRESS to the instrument resource; LABMCP_LIMITS, LABMCP_READ_ONLY and LABMCP_SIMULATE are optional. The 2450 family must be in SCPI command set mode.
Installation
In SourceWeft
- Open Keithley SourceMeter SMU in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
README
Keithley SourceMeter SMU — MCP Server
Let an AI agent source voltage or current with a compliance limit, measure V and I, and run bounded IV sweeps (linear, log, dual) on Keithley (Tektronix) SourceMeter SMUs. Every sweep ends with the output switched off, even when something goes wrong. The server speaks all three Keithley remote dialects: 2400-series SCPI, 2450-family SCPI, and 2600B TSP.
Try it without hardware
The simulated DUT is a resistor (1 kΩ by default) or a 1N4148-like diode (Shockley equation, I_s = 2.52 nA, n = 1.752, R_s = 0.568 Ω). Compliance clamping behaves as on a real SMU.
Connect your SMU
- Instrument side.
- 2400 series: GPIB (default address 24) or RS-232. For RS-232 set MENU > COMMUNICATION > RS-232: 9600 baud, 8 data bits, no parity, TERMINATOR LF, no flow control.
- 2450 / 2460 / 2461 / 2470: use the SCPI command set (MENU > System > Settings > Command Set > SCPI, then reboot). If the instrument is in TSP mode the server stops with instructions. In
SCPI2400emulation mode it is driven with the 2400 dialect. Above ±21 V the 2450 needs its safety interlock closed. - 2600B: works as shipped (TSP). Leave
localnode.promptsdisabled (the default); prompts would be mixed into replies.
- Find the address:
uvx labmcp ports(orpython -m pyvisa info). GPIB and USBTMC need a VISA library with GPIB support. NI-VISA works everywhere; pyvisa-py covers USBTMC/LAN (and GPIB withgpib-ctypes/linux-gpib). - Test the connection:
The dialect is detected from
*IDN?(and*LANG?on the 2450 family). Force it with--option dialect=2400|2450|2600.
Add to your MCP client
Claude Code
Claude Desktop / Cursor / Windsurf (claude_desktop_config.json, .cursor/mcp.json, …)
Add --read-only to allow status and measurements but block configuration, output-on and sweeps (output_off stays available). For other clients, generate the snippet with uvx labmcp config keithley-smu --address <resource> --client vscode (also cursor, codex, claude-code).
Tools
get_connection_info, get_command_log and reconnect are built into every LabMCP server.
Safety limits
The limits are checked before anything is sent: by configure_source and set_source_level, by run_iv_sweep (on the largest |start|, |stop|), and by output_on, which reads the programmed level and compliance back from the instrument. A level set on the front panel is therefore caught too. Requests beyond the model's own maximum (e.g. 40 V on a 2602B) are also refused. Override at launch: --limit max_voltage_v=60 --limit max_power_w=10. Tighten the defaults for fragile DUTs.
Example prompts
- "Measure the IV curve of this LED from 0 to 3 V in 61 steps with a 20 mA compliance, then tell me the turn-on voltage at 1 mA."
- "Source 1 mA through the sample in 4-wire mode and give me its resistance; then turn the output off."
- "Run a dual sweep from −1 V to +1 V on the memristor with 1 mA compliance and 0.1 s per point, and save it to ~/data/memristor_run3.csv."
- "Do a log current sweep from 1 nA to 10 mA on the photodiode with a 2 V limit and fit the ideality factor."
- "What is the SMU doing right now? If the output is on, turn it off."
Notes
-
Simple, verifiable commands. Sweeps are stepped loops: set the level, wait
delay_s, take one reading, check compliance. Built-in instrument sweeps and trigger models are not used, so every point shows up inget_command_log. The output is switched off in atry/finallyat the end of every sweep. Callingoutput_offwhile a sweep runs (even while it is still configuring) sets an abort flag and switches the output off at once; the sweep then stops without switching the output on again and reportsaborted: true. -
Sweep duration. Besides
max_sweep_duration_s, one sweep can take at most 1740 s (the tool's 30-minute timeout minus a margin): longer estimates are refused, and a sweep that runs slower than estimated stops early with the output off and returns the points measured so far (stop_reasonsays why). -
save_pathmust end in.csvand must not exist yet (an existing file is never overwritten); missing folders are created. It is checked before the output is switched on. -
Overflow readings (the SMU's +9.9E37 marker) are returned as
nullin the sweep curve, counted inoverflow_pointsand left out of the statistics and the fit;measurereports them as an error. -
What is measured.
- 2400: concurrent V and I (
:SENS:FUNC:CONC ON,:SENS:FUNC "VOLT","CURR"), read with:READ?(:FORM:ELEM VOLT,CURR,STAT). Compliance comes from status-word bit 3. - 2450: the measure function is the non-sourced quantity, source readback is on, and
:READ? "defbuffer1",SOUR,READreturns both. Compliance comes from:SOUR:VOLT:ILIM:TRIP?/:SOUR:CURR:VLIM:TRIP?. - 2600B:
print(smuX.measure.iv())andprint(smuX.source.compliance).
In compliance, the reported V and I are the measured values, not the programmed level.
- 2400: concurrent V and I (
-
The 2400's
:MEAS?turns the output on by itself (manual p. 18-72), so it is never used.measurerefuses to run when the output is off. -
Reconfiguration happens with the output off.
configure_sourceandset_4wirerefuse while the output is on. Useset_source_level(a hazard tool) to change a running source. -
Output-off state (normal / zero / high-Z / guard) is left as configured on the instrument. With the default normal state, a current source turned off becomes a 0 V source. For batteries, charged capacitors or solar cells, select high-impedance first (2450 manual p. 6-40).
-
The 2460/2461/2470 maxima are not built in (their manuals weren't reviewed). The safety limits still apply, and the instrument rejects anything beyond its range. The 2430 pulse mode and the 2600B's
limitppower compliance are not used. -
Timing: NPLC sets the integration time (1 PLC = 16.7 ms at 60 Hz, 20 ms at 50 Hz). Source auto-delay stays at the instrument default (on), and
delay_sadds settling time per point. -
Simulator error replies follow the manuals' error lists (
+802 "Not permitted with OUTPUT off",-222,-113; 2600B1101 "Parameter too big",-285/-286). The exact message wording on real firmware may differ.
Hardware verification
Source: servers/physics/keithley-smu/README.md at commit 46545ea
Tools
0Version history
2- v0.1.2LatestSep 27, 2026
- v0.1.0Sep 26, 2026
Score
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- Tools listed15 pts
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- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts
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