Lake Shore Temperature Controller

io.github.K-Dense-AIPublished by GitHub account K-Dense-AIv0.1.3Updated Oct 27, 2026

MCP server for Lake Shore Cryotronics 335/336/350 temperature controllers.

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Overview

AI-generated overview

MCP server for Lake Shore 335/336/350 cryogenic temperature controllers: read sensors, inspect heaters, set setpoints, ramps, ranges and PID, and switch…

What you can do
  • Read every sensor input (kelvin, raw units, type, status) and full heater status including range, output %, setpoint, ramp state, PID and heater errors
  • Set control setpoints in kelvin, heater ranges, ramp on/off with rate, and P/I/D values per output loop
  • Wait for a control input to stabilise within a tolerance for a set time, returning the final temperature and a downsampled trace
  • Turn all heaters off like the front-panel All Off key, and reconnect after a power cycle
  • Inspect connection identity, read-only mode and active safety limits, and review the raw command log
When to use it
Useful in a lab running a Lake Shore 335, 336 or 350 controller, where an assistant should monitor cryostat temperatures, adjust setpoints and PID, or run ramp-and-settle sequences. Also handy for trying the workflow without hardware via the built-in simulator.
Requirements
Runs locally as a Python package (uvx labmcp-lakeshore) over stdio; desktop client only. Needs a reachable instrument over USB serial, Ethernet (TCP 7777 on 336/350) or GPIB via VISA, set with LABMCP_ADDRESS. Optional LABMCP_LIMITS, LABMCP_READ_ONLY and LABMCP_SIMULATE. No account or API key.
Before you install
Tools change real hardware: set_setpoint and set_heater_range can heat a cryostat, and a heater range above 0 starts heating. The server does not change output modes or control inputs, so a loop pointed at the wrong sensor risks thermal runaway. Safety limits default to 325 K and range 3 and can be overridden. Reading heater status clears latched heater errors. Only tested against a simulator, not real hardware.

Installation

In SourceWeft

  1. Open Lake Shore Temperature Controller in the dashboard and add it to a workspace.
  2. 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

Lake Shore Temperature Controller — MCP Server

Let an AI agent read every sensor on your cryostat, check heater status, set setpoints, ramps, heater ranges and PID values, wait for the temperature to settle, and switch all heaters off on Lake Shore Cryotronics Model 335, 336 and 350 temperature controllers.

Packagelabmcp-lakeshore
InstrumentsModel 335 (2 inputs, 2 outputs), Model 336 (4 inputs, 4 outputs), Model 350 (4 inputs, 4 outputs)
InterfacesUSB (virtual COM port), Ethernet (336 and 350, TCP port 7777), IEEE-488 (GPIB via VISA)
ProtocolLake Shore ASCII commands, chapter 6 of the Model 336 (rev. 2.3), Model 335 (rev. 1.6) and Model 350 (rev. 1.7) user's manuals
Status🧪 simulated: tested against a wire-level simulator with a thermal model, not yet verified on hardware. Report a hardware test

Try it without hardware

bash
uvx labmcp-lakeshore --simulate --checkuvx labmcp-lakeshore --simulate --option sim_model=350 --option sim_speed=20 --check

The simulator models a small cryostat at 4.2 K: a stage (inputs A diode and C Cernox-like, heated by output 1) and a sample (input B Pt-100, heated by output 2), with Lake Shore's PID law and setpoint ramping. sim_speed makes simulated time run faster than real time.

Connect your controller

The model is detected from *IDN?; other Lake Shore models (325, 331, 340, 372, ...) are refused.

  1. Pick the interface in the controller's Interface menu (only one remote interface is active at a time).
  2. USB: install the Lake Shore USB driver (Windows Update, or lakeshore.com). The port runs at a fixed 57600 baud, 7 data bits, odd parity, 1 stop bit; the server sets this automatically.
  3. Ethernet (336, 350): configure the IP address on the front panel; the command port is TCP 7777 (two connections at most).
  4. Test the connection:
    bash
    uvx labmcp-lakeshore --address /dev/ttyACM0 --check          # Linuxuvx labmcp-lakeshore --address /dev/tty.usbmodemXXXX --check # macOSuvx labmcp-lakeshore --address COM5 --check                  # Windowsuvx labmcp-lakeshore --address tcp://192.168.1.40:7777 --checkuvx labmcp-lakeshore --address GPIB0::12::INSTR --check

Add to your MCP client

Claude Code

bash
claude mcp add cryostat -- uvx labmcp-lakeshore --address tcp://192.168.1.40:7777

Claude Desktop / Cursor / Windsurf (claude_desktop_config.json, .cursor/mcp.json, …)

json
{  "mcpServers": {    "cryostat": {      "command": "uvx",      "args": ["labmcp-lakeshore", "--address", "tcp://192.168.1.40:7777"]    }  }}

Add --read-only to allow reading temperatures and heater status but block setpoint, ramp, range and PID changes (all_heaters_off stays available). For other clients, generate the snippet with uvx labmcp config lakeshore --address tcp://192.168.1.40:7777 --client vscode (also cursor, codex, claude-code).

Tools

ToolKindDescription
all_heaters_off🛑 safetyTurn every output off (heater range 0 on outputs 1-4), like the front-panel All Off key, and stop any running wait. Reports the read-back range of each output and all_off.
get_command_log👁 readReturn the most recent raw commands sent to / replies received from the instrument (newest last). Useful for debugging and for recording what was done.
get_connection_info👁 readReport which instrument is connected (identity, address, simulated or real), whether the server is read-only, and the active safety limits. Call this first.
get_heater_status👁 readReport each output's control mode and input, heater range, output %, setpoint (and in kelvin), ramp state, PID values and heater errors (open/short). Reading a heater error clears it on the controller.
read_temperatures👁 readRead every (or the selected) sensor input: kelvin, raw sensor units, sensor type, input name and decoded reading status (invalid, under/overrange). Disabled inputs are listed with null readings.
reconnect🛑 safetyClose and re-open the connection to the instrument (e.g. after it was power cycled or a cable was re-plugged).
set_heater_range⚠️ hazardSet an output's heater range (each step is ~10x more power). Anything above 0 lets the output heat: in closed loop as the PID demands, in open loop at the front-panel manual output. Refused above max_heater_range, or if the setpoint already programmed on a closed-loop, zone or warm-up output is above max_setpoint_k. Start with the lowest range that can reach the setpoint.
set_pid🎛 controlSet the P, I and D values of an output's control loop (Lake Shore conventions).
set_ramp🎛 controlTurn setpoint ramping on or off for an output's control loop and set the rate. With ramping on, the next setpoint change moves the setpoint gradually - gentler on samples and wiring.
set_setpoint⚠️ hazardSet the control setpoint of an output's loop in kelvin. If setpoint ramping is on, the setpoint moves toward the new value at the ramp rate. Heating only happens if the output is in closed-loop mode and its heater range is not off. Refused above max_setpoint_k.
wait_for_stable_temperature👁 readWait until the control input of output has stayed within tolerance_k of the setpoint (and the setpoint is no longer ramping) for stable_for_s, or until timeout_s. Returns whether it stabilised, the final temperature and a downsampled trace. Changes nothing.

get_connection_info, get_command_log and reconnect are built into every LabMCP server.

Safety limits

LimitDefaultMeaning
max_setpoint_k325 KHighest setpoint set_setpoint accepts (room temperature plus margin). set_heater_range also reads back the setpoint of a closed-loop, zone or warm-up output before letting it heat, so a higher setpoint entered on the front panel is refused too (as is a setpoint in sensor units, which cannot be checked). Raise it only if your stage, wiring and sensors are rated higher
max_heater_range3Highest heater range index. On the 335/336 3 = High (full power); on the 350 ranges go 1-5 in decade steps, so 3 is 1/100 of full power
max_wait_s3600 sLongest wait_for_stable_temperature call

Override at launch: --limit max_setpoint_k=420 --limit max_heater_range=2.

Example prompts

  • "Read all the temperatures and tell me if any sensor has an error."
  • "Ramp output 1 to 77 K at 2 K/min on the medium range, then wait until input A has been within 50 mK for 5 minutes."
  • "Step the sample from 10 K to 300 K in 10 K steps and tell me when each step is stable." (with max_setpoint_k high enough)
  • "What are the PID settings on loop 1? Reduce P to 30 and keep I and D."
  • "Something's wrong - turn all heaters off."

Notes

  • Setting a setpoint does not start heating; the heater range does. With a range above 0 an output heats as its PID loop demands (closed loop) or at the manual output (open loop). Output modes and control inputs are configured on the front panel; the server does not change them, since pointing a loop at the wrong sensor can cause a thermal runaway.
  • Setpoints are always given in kelvin. SETP uses the preferred units of the loop's control input: the server converts for Celsius and refuses when the input is set to sensor units.
  • Every command is followed by *ESR?; command (CME) and execution (EXE) errors are reported instead of being ignored. The server leaves at least 50 ms between messages, as the manuals require (--option min_interval_s=).
  • get_heater_status reads HTRST?, which clears a latched heater open/short error on the controller.
  • wait_for_stable_temperature needs the setpoint to have stopped ramping (RAMPST?) as well as the temperature to be in tolerance. all_heaters_off stops a running wait.
  • all_heaters_off sends RANGE n,0 to every output and reads it back, like the front-panel All Off key. Every output is tried even if another fails; all_off is true only when every output read back as off. It does not change setpoints or output modes. Consider also setting a hardware temperature limit (TLIMIT, front panel) as a last line of defence.
  • The 3062 scanner option (inputs D1-D5), zone tables, autotune, curves, alarms and relays are not exposed. The Model 372 AC resistance bridge was not verified and is refused at connect time.

Hardware verification

ModelFirmwareInterfaceVerified byDate
none yet: be the first

Source: servers/physics/lakeshore-temperature/README.md at commit 46545ea

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

2
  1. v0.1.3LatestSep 27, 2026
  2. v0.1.1Sep 26, 2026

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