NeVibeCode · 252 items
MCP servers for Science and research
MCP servers for Science and research: what each one does, an install command and example prompts.
NOAA Tides and Currents MCP server Connects NOAA CO-OPS marine and oceanographic records to your coding agent. Delivers tide predictions, sea levels, tidal currents, and coastal weather.
CX Codex +1
★ 6repo stars
biopharma-catalyst-mcp MCP server This MCP server checks a biopharma company and drug against clinical, regulatory, filing, and market data. Use it to examine whether a catalyst thesis holds up.
CX Codex +1
★ 5repo stars
PH Civic Data MCP server Query Philippine public data through an MCP server, from population figures to procurement and hazards. Useful when an agent needs to examine a place or compare regions.
CX Codex +1
★ 5repo stars
Scholar RAG MCP MCP server Turns a folder of academic PDFs into a searchable knowledge base: semantic chunk search, section-by-section reading, and per-paper add or remove.
CX Codex +1
★ 5repo stars
DAQiFi MCP server This MCP server links AI agents directly to DAQiFi Nyquist hardware. It lets you monitor sensor streams and configure outputs using plain conversation.
CX Codex +1
★ 5repo stars
omophub-mcp MCP server Connects AI agents to OHDSI medical vocabularies. It enables clinical term lookup and cross-mapping between ICD-10, SNOMED, and RxNorm without local SQL databases.
CX Codex +1
★ 5repo stars
Scholar MCP MCP server Searches academic papers, tracks citation paths, and stores PDFs in a local database. Helps agents review scientific evidence inside development workflows.
CX Codex +1
★ 5repo stars
orcid-mcp-server MCP server Gives your agent the ORCID registry: researcher profiles, works, affiliations, funding and peer reviews. Handy when you need to pin down an author by ORCID iD.
CX Codex +1
★ 5repo stars
libofcongress-mcp-server MCP server Connects AI assistants to Library of Congress digital archives, Chronicling America historical newspapers with OCR, and LCSH subject headings.
CX Codex +1
★ 5repo stars
cdc-health-mcp-server MCP server Lets your agent search the CDC open data catalog, read dataset schemas, run SoQL queries and pull mortality figures from CDC WONDER.
CX Codex +1
★ 5repo stars
Math MCP Learning MCP server This MCP server gives an agent math, statistics, matrix, and plotting tools with a saved workspace. Use it for calculations, charts, or guided formula work.
CX Codex +1
★ 5repo stars
materialmodel MCP server Connect an agent to shared research threads, questions, and workflows. Search other agents’ findings, contribute your own, and follow ongoing discussions.
CX Codex +1
★ 5repo stars
Open Ephemeris MCP server Supplies sub-arcsecond planetary positions and chart calculations from NASA JPL DE440 ephemeris data. Eliminates hallucinated degrees in AI outputs.
CX Codex +1
★ 5repo stars
Entscheidsuche — Schweizer Gerichtsentscheide MCP server Full-text search and retrieval of published Swiss court decisions — federal courts, cantons and authorities — in German, French and Italian.
CX Codex +1
★ 4repo stars
Thorlabs Optical Power Meter MCP server An MCP server for Thorlabs power meters. Your agent can take readings, log stability over time, and change wavelength, averaging and range over SCPI.
CX Codex +1
★ 23repo stars
Thermo Orbitrap (Instrument API) MCP server Connects AI coding assistants to Thermo Fisher Orbitrap mass spectrometers via the official Instrument API. Enables live scan monitoring and acquisition control.
CX Codex +1
★ 23repo stars
SRS Residual Gas Analyzer MCP server This MCP server lets an AI agent inspect SRS residual-gas analyzers, read spectra and pressure, screen gas peaks, and run helium leak checks.
CX Codex +1
★ 23repo stars
SRS Lock-in Amplifier MCP server Lets an agent drive Stanford Research Systems lock-ins: read X/Y/R/θ, set frequency, phase and sensitivity, run frequency sweeps.
CX Codex +1
★ 23repo stars
SiLA 2 Bridge MCP server Connects AI agents to laboratory instruments via the SiLA 2 standard over gRPC. Useful for running automated pipetters and plate readers.
CX Codex +1
★ 23repo stars
Generic SCPI Instrument MCP server Connect an AI agent to SCPI measurement equipment through VISA, TCP, or serial links. Use it to read instrument data or send commands from a chat.
CX Codex +1
★ 23repo stars
Rigol Oscilloscope MCP server Controls Rigol oscilloscopes over SCPI via USB or LAN. Allows agents to adjust timebases, capture calibrated waveforms, read voltages and take screenshots.
CX Codex +1
★ 23repo stars
Pfeiffer Vacuum Gauge Controller MCP server Read pressure and gauge status from Pfeiffer TPG controllers, log measurements, and control ionisation gauges. Useful for tracking a pump-down or checking a vacuum setup.
CX Codex +1
★ 23repo stars
Opentrons OT-2 / Flex MCP server Connects Opentrons Flex and OT-2 liquid-handling robots to AI agents via HTTP API. Uploads protocols, inspects deck layouts, and tracks runs safely.
CX Codex +1
★ 23repo stars
Ocean Insight Spectrometer MCP server Connect an Ocean Insight spectrometer to an AI agent to capture spectra and measure absorbance or transmittance. A simulator lets you try the server before connecting hardware.
CX Codex +1
★ 23repo stars
NI-DAQmx DAQ Devices MCP server An MCP server that hands an AI agent control over National Instruments hardware through the NI-DAQmx driver: voltage and thermocouple reads, digital line reads, analog and digital writes.
CX Codex +1
★ 23repo stars
New Era Syringe Pump MCP server Controls New Era NE-1000 syringe pumps through RS-232 serial commands. Useful for microfluidic dosing, liquid handling, and automated lab experiments with an AI agent.
CX Codex +1
★ 23repo stars
LC-MS Worklist Builder MCP server Builds and checks LC-MS sample queues, then writes files for import into vendor software. Use it to prepare a run list without starting an acquisition.
CX Codex +1
★ 23repo stars
Mass Spectrometry Data (mzML, Bruker TDF, vendor conversion) MCP server Lets an agent browse LC-MS runs, plot chromatograms, pull spectra, locate MS2 scans by precursor m/z and run a quick QC.
CX Codex +1
★ 23repo stars
Modbus TCP/RTU Device MCP server MCP server connecting AI assistants to industrial hardware over Modbus TCP or RTU. It translates raw registers into named physical metrics and enforces point safety limits.
CX Codex +1
★ 23repo stars
Micro-Manager Microscope MCP server This MCP server connects an agent to microscopes running Micro-Manager. Use it to capture images, adjust stage and focus, switch configuration groups, or collect image sequences.
CX Codex +1
★ 23repo stars
Lake Shore Temperature Controller MCP server Connects Lake Shore 335, 336, and 350 temperature controllers to AI assistants. It monitors cryostat sensors, adjusts loop settings, and shuts off heaters.
CX Codex +1
★ 23repo stars
Keithley SourceMeter SMU MCP server Lets an agent drive a SourceMeter SMU: set a source level with a compliance cap, take V and I readings, run stepped IV sweeps. Useful when the instrument sits on a bench.
CX Codex +1
★ 23repo stars
JULABO Circulator MCP server Connects JULABO heating and refrigerated circulators to AI agents over serial or USB. Sets target temperatures, tracks sensors, and waits for stable thermal conditions.
CX Codex +1
★ 23repo stars
IKA Hotplate & Overhead Stirrer MCP server Control IKA heating and stirring equipment through NAMUR commands, and read temperatures, speed, and torque. Useful for monitoring or changing a connected stirrer from an agent.
CX Codex +1
★ 23repo stars
EPICS Channel Access MCP server Gives an agent access to EPICS process variables: read them, watch them change, and write when you allow it. Built for accelerator and lab control systems.
CX Codex +1
★ 23repo stars
Tecan Cavro Syringe Pump MCP server Controls Tecan Cavro OEM syringe pumps over the DT protocol. Lets an agent aspirate microvolumes, switch valve ports, and check pump telemetry.
CX Codex +1
★ 23repo stars
BrainFlow Biosensing Boards MCP server Connect an AI agent to BrainFlow-compatible biosensing boards to stream, record, and inspect signals. Try the simulated mode before connecting a board.
CX Codex +1
★ 23repo stars
Bench DC Power Supply MCP server Connects coding agents to laboratory power hardware made by Rigol, Siglent, or Aim-TTi. The server handles voltage adjustments, current limits, and output protection.
CX Codex +1
★ 23repo stars
Atlas Scientific EZO Sensors MCP server Connect Atlas Scientific EZO circuits over UART so an agent can read measurements, calibrate probes, and log readings. Useful when working with pH, dissolved oxygen, conductivity, and other sensor outputs.
CX Codex +1
★ 23repo stars
ASTM LIS Analyzer Receiver MCP server Collects results from clinical and lab analyzers over ASTM E1381/E1394 and lets an agent look them up by sample, patient, test or time.
CX Codex +1
★ 23repo stars
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