
为 AI 代理提供科研技能与科学数据库访问能力,支持多学科研究工作
帮助科研型AI代理执行可组合的计算科学研究方法与预注册流程
MCP server for LC-MS data in mzML/mzMLb and Bruker timsTOF files; vendor formats via msconvert.
MCP server adapter for Thermo Fisher Orbitrap mass spectrometers via the licensed Instrument API.
MCP server for SRS RGA100/200/300 residual gas analyzers.
MCP server that builds and validates LC-MS worklists for MassLynx, SCIEX OS, MassHunter, Xcalibur.
MCP server for National Instruments DAQ devices (NI-DAQmx).
MCP server for PalmSens potentiostats running MethodSCRIPT (EmStat Pico, EmStat4, Sensit, Nexus).
MCP server for Pfeiffer Vacuum TPG 361/362/366 and TPG 261/262 gauge controllers.
MCP server for Rigol oscilloscopes (DS1000Z, MSO5000, DHO series): measurements and waveforms.
MCP server for Sartorius laboratory balances (SBI protocol).
Generic MCP server for any SCPI instrument over VISA, TCP or serial, with command allow/deny lists.
MCP bridge to any SiLA 2 server (lab-automation standard).
MCP server for Stanford Research Systems lock-in amplifiers (SR810/SR830, SR860/SR865A).
MCP server for Thorlabs optical power meters (PM100 family, PM400, PM101, PM5020) over SCPI.
MCP server for Keithley SourceMeter SMUs (2400 series SCPI, 2450 family SCPI, 2600B TSP).
MCP server for LabJack T4, T7/T7-Pro and T8 DAQ devices (LJM).
MCP server for Mettler Toledo laboratory balances (MT-SICS): weigh, tare, zero, log drift, adjust.
MCP server for Modbus TCP/RTU devices with typed, scaled register maps and per-point limits.
MCP server for Lake Shore Cryotronics 335/336/350 temperature controllers.
MCP server for Ocean Insight / Ocean Optics spectrometers (python-seabreeze).
MCP server for Opentrons OT-2 and Flex liquid-handling robots (HTTP API).
MCP server for IKA hotplate stirrers and overhead stirrers (NAMUR commands).
MCP server for JULABO heating and refrigerated circulators (CORIO, MAGIO, DYNEO).
MCP server for Alicat mass flow and pressure meters/controllers.
MCP server that receives results from clinical/lab analyzers over ASTM E1381/E1394 (CLSI LIS1/LIS2).
MCP server for Bluetooth LE health sensors (standard GATT profiles).
MCP server for programmable DC bench power supplies from Rigol, Siglent and Aim-TTi.
MCP server for EPICS Channel Access: read, monitor and guarded writes of process variables.
MCP server for EEG/EMG/ECG/PPG boards via BrainFlow (OpenBCI, Muse, Neurosity, Unicorn, BrainBit).