
Alicat Mass Flow & Pressure Controller
io.github.K-Dense-AIPublished by GitHub account K-Dense-AIv0.1.2Updated Oct 25, 2026
MCP server for Alicat mass flow and pressure meters/controllers.
Overview
MCP server that lets an assistant read and control Alicat mass flow meters, flow controllers and pressure controllers over ASCII serial connections.
- What you can do
- Read live data frames: mass flow, volumetric flow, pressure, temperature, setpoint, active gas and status codes, plus device identity, units and full scale, and the raw command log for debugging. Record time series of readings with mean, standard deviation, minimum and maximum, for stability or settling checks. Change controller setpoints to start, adjust or stop flow or pressure, and hold, release or close valves. Switch the gas calibration and tare flow or pressure readings. Reconnect to the instrument after a power cycle or cable change.
- When to use it
- Useful when an Alicat meter or controller is wired to the machine running the assistant and you want conversational readout, setpoint changes, gas switching, taring or short logging runs instead of manual front-panel work. A built-in simulator lets you try it without hardware.
- Requirements
- Runs locally as a Python package (uvx labmcp-alicat) on desktop only. Needs a serial or serial-to-Ethernet connection to the instrument, given by LABMCP_ADDRESS or the address option; the device must be in polling mode with a unit ID, and controllers need their setpoint source set to serial. Optional LABMCP_LIMITS, LABMCP_READ_ONLY and LABMCP_SIMULATE variables. No account or API key.
Installation
In SourceWeft
- Open Alicat Mass Flow & Pressure Controller 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
Alicat Mass Flow & Pressure Controller — MCP Server
Let an AI agent read gas flow, pressure and temperature, set flow or pressure setpoints, switch the gas calibration, tare, and hold or close valves on Alicat Scientific mass flow meters and controllers and pressure controllers through Alicat's documented ASCII serial protocol.
Try it without hardware
The simulator is an MC-500SCCM-D on firmware 10v20 flowing N2, with a first-order flow response, a small sensor zero offset (remove it with tare_flow) and realistic data frames.
Connect your instrument
- Instrument setup: the factory settings are unit ID A, 19200 baud, 8 data bits, no parity, 1 stop bit, no flow control (MENU → SETUP → RS-232 Serial / RS-485 Serial). If several devices share one RS-485 port, give each a different unit ID. The device must be in polling mode (a letter ID, not
@streaming). - Controllers: set MENU → CONTROL → Setpoint Setup → Setpoint Source to Serial/Front Panel. With an analog setpoint source the controller silently ignores serial setpoints (
get_device_infowarns about this). - Find the port:
uvx labmcp ports - Test the connection:
Non-default baud rates go in the address:
serial://COM4?baudrate=115200.
Add to your MCP client
Claude Code
Claude Desktop / Cursor / Windsurf (claude_desktop_config.json, .cursor/mcp.json, …)
Add --read-only to allow reading flow but block setpoints, gas changes, tares and valve holds (close_valve stays available). For several devices on one bus, add one server entry per unit ID (--option unit_id=A, --option unit_id=B, ...). For other clients, generate the snippet with uvx labmcp config alicat --address /dev/ttyUSB0 --client vscode.
Tools
get_connection_info, get_command_log and reconnect are built into every LabMCP server.
Safety limits
Override at launch, e.g. --limit max_setpoint=500. The default of 100 is deliberately conservative: on a 500 SCCM controller it caps the agent at 100 SCCM until you raise it.
Example prompts
- "What is this controller, what gas is it set to, and what are its units and full scale?"
- "Set the N2 flow to 50 SCCM, log it every 0.5 s for 30 s and tell me how long it took to settle within 1%."
- "Switch the controller to CO2, then ramp the setpoint 0 → 20 → 40 → 60 SCCM, holding each step for 2 minutes, and summarise the mean flow and pressure at each step."
- "The flow reads 0.8 SCCM with the gas off. Close the valve, then tare the flow sensor."
- "Something is wrong with the bioreactor gassing: stop the flow now."
Notes
- Data frame parsing. On connect the server asks the device for its data-frame definition (
??D*) and parses every poll against it, so field names, order and engineering units come from the device itself (both the 6v+ column table and the older pre-6v table are understood). If a device does not answer??D*, frames are parsed by position using the default layouts in the Serial Primer (p. 8) and the manual;layout_sourcein every reading says which method was used. - Setpoints use
LSon firmware 9v00+ andSon older firmware. After every change the reply is checked: if the controller reports a different requested setpoint (out of range, negative on a unidirectional device, or an analog setpoint source), the tool reports an error with what the device is now using. close_valvesets the flow setpoint to 0 (on a flow controller this closes the valve) and then sendsHC(hold valves closed, firmware 5v07+), and confirmsHLDin the reply. On a pressure controller it only sendsHC, because a 0 pressure setpoint can open valves depending on the zero-pressure-control setting (Serial Primer p. 17).resume_control(C) releases the hold; it is marked as a hazard because flow restarts at the current setpoint.- Tares must be done with no flow.
tare_flowandtare_pressurerefuse if a flow controller's setpoint is not 0, or if the device still reads more than 2% of full scale. They cannot detect every unsafe situation (e.g. a meter with a small real flow), so still shut the gas off first. Gauge-pressure tares need the port open to atmosphere; absolute tares need the barometer option and an unpressurised line. log_flow_seriessave_pathmust be a new.csvfile:~is expanded, missing folders are created, and an existing file is never overwritten. The path is checked before logging starts.- Gas selection uses
GS(10v05+, not saved as the power-up gas unlesssave_as_power_up) or the olderG. Only gases installed on the device are accepted;list_gasesshows them. - Safety guard: a unit ID followed by digits (e.g.
A49408) is Alicat's legacy integer setpoint command. The driver refuses to send anything of that shape. - Meters and gauges silently ignore controller commands; the server refuses controller tools on devices whose data frame has no setpoint.
- Not supported: GP-firmware devices (they need
$$after the unit ID), streaming mode (@), Modbus/Profibus/EtherNet/IP variants, totalizer, batching, PID tuning and COMPOSER mix creation. - Frame layouts and reply formats were cross-checked against replies captured on real 5v12 to 10v20 devices published by the open-source alicatlib project and the numat/alicat driver.
Hardware verification
Source: servers/engineering/alicat-flow-controller/README.md at commit 46545ea
Tools
0Version history
2- v0.1.2LatestSep 27, 2026
- v0.1.0Sep 26, 2026
Score
50% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 days25 pts
Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.
- Auth declared10 pts
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts