Model Context Protocol servers that extend AI capabilities
K-Dense and LabMCP contributors
MCP server for IKA hotplate stirrers and overhead stirrers (NAMUR commands): heat, stir, watchdog, wait for temperature.
K-Dense and LabMCP contributors
MCP server for Alicat mass flow and pressure meters/controllers: read flow, set setpoints, select gas, tare, hold/close valves.
...moreK-Dense and LabMCP contributors
MCP server for Sartorius laboratory balances (SBI protocol): weigh, tare, zero, log drift, internal adjustment.
K-Dense and LabMCP contributors
MCP server for PalmSens potentiostats running MethodSCRIPT (EmStat Pico, EmStat4, Sensit, Nexus): CV, LSV, DPV, chronoamperometry, raw scripts.
...moreK-Dense and LabMCP contributors
MCP server for Ocean Insight / Ocean Optics spectrometers (python-seabreeze): acquire spectra, auto integration time, dark/reference, absorbance and transmittance, peak finding.
...moreK-Dense and LabMCP contributors
MCP server for Mettler Toledo laboratory balances (MT-SICS): weigh, tare, zero, log drift, adjust.
K-Dense and LabMCP contributors
MCP server for Rigol digital oscilloscopes (DS1000Z/MSO1000Z, DS1000Z-E, MSO5000, DHO800/900/1000/4000): settings, triggering, measurements, waveform capture and screenshots over SCPI.
...moreK-Dense and LabMCP contributors
MCP server for National Instruments DAQ devices (NI-DAQmx): analog/thermocouple acquisition, digital I/O and analog outputs with safety limits.
...moreK-Dense and LabMCP contributors
MCP server for LabJack T4, T7/T7-Pro and T8 DAQ devices (LJM): analog inputs, streaming, thermocouples, DACs and digital I/O with safety limits.
...moreK-Dense and LabMCP contributors
MCP server for programmable DC bench power supplies (Rigol DP700/DP800/DP900, Siglent SPD3303X/SPD1000X, Aim-TTi CPX/MX/QL/PL-P): set, measure, switch outputs, OVP/OCP.
...moreK-Dense and LabMCP contributors
MCP server for EEG/EMG/ECG/PPG biosensing boards via BrainFlow (OpenBCI, Muse, Neurosity, g.tec Unicorn, BrainBit, ...): stream, record, band powers, markers, signal quality.
...moreK-Dense and LabMCP contributors
MCP server for Bluetooth LE health sensors (standard GATT profiles): heart rate + HRV, SpO2, blood pressure, temperature, weight.
...moreK-Dense and LabMCP contributors
MCP server that receives results from clinical/lab analyzers over ASTM E1381/E1394 (CLSI LIS1/LIS2): serial, TCP client or TCP listener.
...moreK-Dense and LabMCP contributors
MCP server for Stanford Research Systems lock-in amplifiers (SR810/SR830, SR860/SR865A): read X/Y/R/θ, set reference, sensitivity and time constant, frequency sweeps.
...moreK-Dense and LabMCP contributors
MCP server for Pfeiffer Vacuum TPG 361/362/366 and TPG 261/262 gauge controllers: read and log pressures, gauge types, units, ionisation-gauge power.
...moreK-Dense and LabMCP contributors
MCP server for Lake Shore Cryotronics 335/336/350 temperature controllers: read sensors, setpoints, ramps, heater ranges, PID, wait for stability, all heaters off.
...moreK-Dense and LabMCP contributors
MCP server for Keithley SourceMeter SMUs (2400 series SCPI, 2450 family SCPI, 2600B TSP): source V or I with compliance, measure, bounded IV sweeps that always end with the output off.
...moreEtchv Labs
Model Context Protocol (MCP) server for Etchv: invisible watermarking and detection for images, PDFs and videos
K-Dense and LabMCP contributors
Generic MCP server for any IEEE 488.2 / SCPI instrument (DMMs, scopes, SMUs, PSUs, generators, analyzers) over VISA, TCP socket or serial, with command allow/deny lists.
...moreK-Dense and LabMCP contributors
MCP server for Modbus TCP and Modbus RTU devices (temperature controllers, chillers, PLCs, sensors, VFDs) with typed, scaled register maps, per-point limits and a safe state.
...moreK-Dense and LabMCP contributors
MCP server for EPICS Channel Access (accelerators, synchrotrons, neutron sources, telescopes, physics labs): read, monitor and (guarded) write process variables via caproto.
...moreK-Dense and LabMCP contributors
MCP server for Thorlabs optical power meters (PM100D/PM100A/PM100USB/PM400/PM101/PM5020, SCPI over USBTMC/VISA): read power, log stability, set wavelength, averaging, range, zero.
...moreK-Dense and LabMCP contributors
MCP bridge to any SiLA 2 server (lab-automation standard): discover servers, read features from their FDL, read/subscribe properties, run validated commands, track and cancel observable commands.
...moresmeini
MCP server that lets an AI assistant organize and take part in team-estimates planning poker sessions