37 projects
scientific-writer
Deep research and writing tool - combines AI-driven deep research with well-formatted written outputs. Generates publication-ready scientific documents with verified citations.
labmcp-epics
MCP server for EPICS Channel Access (accelerators, synchrotrons, neutron sources, telescopes, physics labs): read, monitor and (guarded) write process variables via caproto.
labmcp-sila2
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.
labmcp-scpi
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.
labmcp-modbus
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.
labmcp-ble-health
MCP server for Bluetooth LE health sensors (standard GATT profiles): heart rate + HRV, SpO2, blood pressure, temperature, weight.
labmcp-thorlabs-pm
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.
labmcp-srs-rga
MCP server for SRS RGA100/200/300 residual gas analyzers: spectra, partial pressures, leak checks, filament/CDEM with pressure interlocks.
labmcp-brainflow
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.
labmcp-srs-lockin
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.
labmcp-pfeiffer-tpg
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.
labmcp-lakeshore
MCP server for Lake Shore Cryotronics 335/336/350 temperature controllers: read sensors, setpoints, ramps, heater ranges, PID, wait for stability, all heaters off.
labmcp-keithley-smu
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.
labmcp-astm-lis
MCP server that receives results from clinical/lab analyzers over ASTM E1381/E1394 (CLSI LIS1/LIS2): serial, TCP client or TCP listener.
labmcp-rigol-scope
MCP server for Rigol digital oscilloscopes (DS1000Z/MSO1000Z, DS1000Z-E, MSO5000, DHO800/900/1000/4000): settings, triggering, measurements, waveform capture and screenshots over SCPI.
labmcp-ni-daqmx
MCP server for National Instruments DAQ devices (NI-DAQmx): analog/thermocouple acquisition, digital I/O and analog outputs with safety limits.
labmcp-labjack
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.
labmcp-alicat
MCP server for Alicat mass flow and pressure meters/controllers: read flow, set setpoints, select gas, tare, hold/close valves.
labmcp-bench-psu
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.
labmcp-sartorius
MCP server for Sartorius laboratory balances (SBI protocol): weigh, tare, zero, log drift, internal adjustment.
labmcp-ms-data
MCP server for mass-spectrometry data files (mzML, mzMLb, Bruker timsTOF TDF; vendor files via msconvert/ThermoRawFileParser): run info, TIC/BPC, XICs, spectra, MS2 search, QC.
labmcp-thermo-iapi
MCP server adapter for Thermo Fisher Orbitrap mass spectrometers via the licensed Instrument API (IAPI): status, live scans, custom and repeating scans, acquisitions.
labmcp-palmsens
MCP server for PalmSens potentiostats running MethodSCRIPT (EmStat Pico, EmStat4, Sensit, Nexus): CV, LSV, DPV, chronoamperometry, raw scripts.
labmcp-ocean-spectrometer
MCP server for Ocean Insight / Ocean Optics spectrometers (python-seabreeze): acquire spectra, auto integration time, dark/reference, absorbance and transmittance, peak finding.
labmcp-ms-worklist
MCP server that builds, validates and exports LC-MS worklist import files for MassLynx, SCIEX OS, MassHunter and Xcalibur.
labmcp-mettler-toledo
MCP server for Mettler Toledo laboratory balances (MT-SICS): weigh, tare, zero, log drift, adjust.
labmcp-julabo
MCP server for JULABO heating and refrigerated circulators (CORIO, MAGIO, DYNEO): read temperatures, set setpoint, start/stop, alarms.
labmcp-ika
MCP server for IKA hotplate stirrers and overhead stirrers (NAMUR commands): heat, stir, watchdog, wait for temperature.
labmcp-opentrons
MCP server for Opentrons OT-2 and Flex liquid-handling robots (HTTP API): upload and analyze protocols, start, pause and stop runs, monitor progress, modules and pipettes.
labmcp-cavro
MCP server for Tecan Cavro syringe pumps (XLP 6000, XMP 6000, XCalibur) over the DT protocol: initialize, aspirate/dispense µL, switch valve ports, terminate.
labmcp-atlas-ezo
MCP server for Atlas Scientific EZO sensor circuits (pH, ORP, DO, EC, RTD, HUM, CO2, PRS) over UART: read, calibrate, compensate, log.
labmcp-micro-manager
MCP server for microscopes controlled by Micro-Manager (pymmcore-plus): snap images, z-stacks and time-lapses, move stages safely, switch channels and objectives, autofocus.
labmcp-new-era
MCP server for New Era Pump Systems syringe pumps (NE-1000 family, RS-232): set syringe, infuse/withdraw volumes, monitor, stop.
labmcp
Shared foundations for MCP servers that control laboratory instruments: transports, simulators, safety limits, audit logging.
agentic-data-scientist
Agentic Data Scientist - General-purpose multi-agent framework with ADK and Claude Code
claude-skills-mcp
Lightweight MCP proxy for Claude Skills (auto-downloads backend)
claude-skills-mcp-backend
Heavy backend for Claude Skills MCP server with vector search (Streamable HTTP)
