Catégorie MCP
Science et ingénierie
Serveurs MCP pour la recherche scientifique, l’ingénierie, la simulation, le calcul technique et l’analyse spécialisée.
877
serveurs MCP
Life-Science Preprint Tracker — buy per-query in-session (biopreprintwatch)
com.a2awire/data-science-paper-preprint-biotech-release
Provides paid per-query tracking of new life-science preprints from bioRxiv and medRxiv.
Public
Space Weather (Kp Index, Solar Flares) — buy per-query in-session (spaceweather)
com.a2awire/data-space-weather-kp-index-solar-flare
Provides paid per-query space-weather information including Kp index values, solar flare activity, and alerts.
Public
US Weather Alerts (NWS Warnings & Watches) — buy per-query in-session (usweather)
com.a2awire/data-us-weather-alerts-nws
Provides paid per-query access to active US National Weather Service warnings and watches.
Public
DrapeCut
com.drapecut/drapecut
Simulates composite-fabric draping on CAD surfaces, compares fibre angles, creates multi-piece layouts, and exports DXF or PDF patterns.
Public
BrunoSan ArXiv Intelligence
de.brunosan/arxiv
Searches and analyzes AI, machine learning, NLP, vision, and robotics research papers, citations, entities, authors, institutions, and repositories from ArXiv.
Public
Genomic Intelligence
ai.genomicintelligence/genomic-intelligence
Provides hosted DNA language models for analyzing promoters, splice sites, enhancers, chromatin, expression, and genomic annotations.
Public
Kyrodata — Brazil Trade, Crop & Commodity Data
com.kyrodata/kyrodata
Provides Brazilian trade, crop, climate, supply-demand, commodity, and forecast data with comparison, reporting, and provenance tools.
Public
Hermes — Air Quality Intelligence
com.southlondonscientific/hermes
Provides UK air-quality readings, historical and statistical analysis, trend visualizations, guideline comparisons, and health-context information.
Public
Cure Cancer With AI
io.github.hifarrer/cure-cancer-with-ai
Provides oncology research, clinical trial, FDA approval, news, and compound data, along with biomedical predictions for toxicity, drug-target binding, and protein interactions.
Public
SkoIA Parts
io.github.macacoengenhocas/skoia-parts
Resolves physical-part identification and compatibility problems, tracks evidence and missing observations, verifies proposed solutions, and provides selected commerce options.
Public
CrystalRAM Open Commons
io.github.PilotSuite/crystalram-open-commons
Provides access to public CrystalRAM research discussions, simulation runs, research cycles, operational records, and discussion-only collaboration.
Public
steel-tools
ai.structupath/steel-tools
Provides steel takeoff, weight, and gauge calculations along with RFQ, RFI, NCR, and Bluebeam markup document generation.
Public
DiscreteRate
com.discreterate/public
Runs and explains Discrete Rate Simulation demonstrations, including industrial flow models, mixed flow-and-item systems, and DES comparisons.
Public
FabTally 3D-Print Slicer, Quote & DFM
com.fabtally/slicer
Analyzes, validates, or slices 3D models and provides printability checks, printer and material recommendations, orientation optimization, cost estimates, and quotes.
Public
Disco
com.leap-labs/discovery-engine
Analyzes tabular datasets to discover novel feature interactions and subgroup patterns, statistically validates findings, and provides citations and reports.
Public
mrd
io.github.newspacemarket-com/mrd
Searches spacecraft component datasheets, extracts cited specifications, matches components to requirements, and evaluates spacecraft bus compatibility, mass, and power budgets.
Public
Kirk — Unsupervised Structural Change Detection
io.github.UlyssesModel/kirk-mcp
Scores financial order-book snapshots and sequences for structural change and entropy using sealed statistical models.
Public
SpaceNexus space data
us.spacenexus/spacenexus
Provides read-only data on space launches, schedule changes, funding, companies, jobs, space weather, and Moon missions.
Public
Agentic Fabrication Network (AFN)
ai.agenticfabricationnetwork/ufp
Obtains quotes and places orders for 3D printing, CNC and sheet-metal fabrication, decals, and related manufacturing services.
Public
den — Korean AEC knowledge, curated
archi.den/den_archi_mcp
Provides curated Korean architecture, engineering, construction, standards, and building-law knowledge with definitions, comparisons, clauses, sequences, and plan reviews.
Public
Ministry of Gems — Gemmology & Gemstones
au.com.ministryofgems/gemmology
Defines gemmological terms and searches a citable reference library of gemmology lexicon entries and buyer handbooks.
Public
Faber Machine Market
com.fabersomniorum/faber-machine-market
Produces paid structured research and decision-support outputs covering evidence quality, information changes, infrastructure, recovery, solar concepts, land, and production planning.
Public
Quantum Expectations
com.quantum-expectations/quantum-expectations
Models quantum-computing error correction, hardware feasibility, logical and physical resource requirements, performance rates, and historical hardware trends.
Public
RQM Robotics Jobs
com.rqmtechnologies/robotics
Submits and manages paid robotics jobs for frame validation, trajectory diagnosis, controller comparison, and optimization, returning structured results and artifacts.
Public
maritime
global.rootz.ship/maritime
Provides shipping and commodity intelligence covering vessel fleets, AIS activity, sanctions, oil trade and prices, chokepoints, emissions, exports, and shipping-document data.
Public
Clairwave
io.github.clairwave/clairwave
Provides ocean-acoustics and maritime data tools for bathymetry, sound-speed profiles, sonar detection, transmission-loss modeling, vessel noise, 3D models, and live AIS searches.
Public
gbif-biodiversity-mcp-server
io.github.cyanheads/gbif-biodiversity-mcp-server
Searches and analyzes GBIF biodiversity data, including species taxonomy, occurrence records, datasets, publishers, and geographic or temporal aggregations.
Public
cpp-cpm-engine
io.github.danafitkowski/cpp-cpm-engine
Performs forensic Primavera P6 schedule analysis, delay attribution, critical-path validation, DCMA-14 checks, time-impact analysis, and Monte Carlo risk forecasting.
Public
BioCosm
io.github.nhoverte/biocosm
Provides biotech intelligence on drugs, diagnostics, targets, companies, clinical phases, clinical outcomes, and probability-of-success estimates.
Public
Rotate Pilot — FAA exam prep
io.github.Perufitlife/rotate-pilot
Provides FAA exam practice, readiness diagnostics, study plans, aviation weather decoding, drone airspace information, and exam preparation facts.
Public