MCP Category
Science & Engineering
MCP servers for scientific research, engineering, simulation, technical computing, and specialized analysis.
913
MCP servers
Physical Capability Cloud
network.capability/physical-capability-cloud
Registers and manages physical equipment and operators, supports capability pricing, job contracts, telemetry, verification evidence, and on-chain milestone escrow.
Public
Clink Forge
com.clinkforge/clink-forge
Provides pay-per-call access to attested government datasets, primarily CDC and HHS health data plus EPA air-quality observations.
Public
workbench
com.seqbench/workbench
Provides computational molecular biology tools for DNA, RNA, and protein analysis, cloning, PCR, CRISPR, oligonucleotide design, sequencing QC, and laboratory automation.
Public
gisgp
io.github.uponex/gisgp
Provides GIS geocoding, routing, spatial transformations, ArcGIS layer inspection and export, and location due diligence for hazards, infrastructure, energy, telecom, and site selection.
Public
calc.engineer
engineer.calc/calc
Provides deterministic engineering calculators for RF and LoRa systems, electronics, batteries, solar and power systems, cooling, and related measurements.
Public
Good Earth
io.github.lonniev/goodearth-mcp
Provides plot-specific climate and growing-season analysis for gardens and farms, including frost, heat accumulation, crop suitability, disease risk, and planting calendars.
Public
osint
build.exascale/osint
Provides source-cited US data and schemas for power systems, AI infrastructure, semiconductor production and trade, robotics, and related industrial activity.
Public
EngScript Engineering MCP
com.engscript/mcp
Performs engineering calculations for oil and gas applications, including thermodynamics, fluid systems, equipment sizing, balances, emissions, and project economics.
Public
civilquants
com.civilquants/civilquants
Calculates parametric civil-engineering quantities and Bills of Quantities for drainage, earthworks, retaining walls, pavements, foundations, and related infrastructure assemblies.
Public
kernelcad
com.kernelcad/kernelcad
Authors, evaluates, reviews, simulates, edits, and exports parametric CAD assemblies and geometry from editable TypeScript-based kernelCAD scripts.
Public
brainkb
org.brainkb/brainkb
Manages and queries neuroscience knowledge graphs, including RDF ingestion, named graphs, jobs, spaces, memberships, roles, and access controls.
Public
whatif
xyz.pflow.sim/whatif
Builds, validates, calibrates, compares, and simulates Petri-net process models using event logs, scenarios, invariants, and diagnostics.
Public
Affine.Earth Math Court
earth.affine/math-court
Performs exact integer and rational mathematical verification across algebra, geometry, physics, quantum-computing witnesses, robotics, code equivalence, and related domains.
Public
Pubmed
io.github.pipeworx-io/pubmed
Provides PubMed biomedical literature search and retrieval, including abstracts, full text where available, citation metadata, related articles, citing papers, and evidence-landscape summaries.
Public
AOI — Environmental Intelligence for AI Agents
io.github.aminshojaeee1986-ui/aoi
Provides paid, quote-based environmental intelligence assessments covering climate risk, emissions, biodiversity, air quality, hazards, infrastructure, agriculture, and ESG.
Public
Europepmc
io.github.pipeworx-io/europepmc
Searches and retrieves biomedical literature from Europe PMC, including abstracts, full records, citations, publication metadata, and evidence mappings.
Unavailable
Us Iso Grid
io.github.pipeworx-io/us-iso-grid
Provides real-time and recent electricity grid data for CAISO, ERCOT, and NYISO, including demand, forecasts, fuel mix, emissions, renewable generation, and zonal prices.
Public
Data Gov Sg
io.github.pipeworx-io/data-gov-sg
Provides Singapore government datasets and environmental feeds, including air quality, dataset metadata, and routed structured research queries.
Unavailable
Nasa
io.github.pipeworx-io/nasa
Provides NASA data and imagery for astronomy, asteroids, Mars rover photos, solar flares, coronal mass ejections, geomagnetic storms, and other space-weather events.
Public
Nih Reporter
io.github.pipeworx-io/nih-reporter
Searches and analyzes NIH-funded research projects, awards, publications, funding trends, expirations, investigators, organizations, and SBIR/STTR portfolios.
Public
Pharma Intel
io.github.pipeworx-io/pharma-intel
Combines clinical trial, FDA, PubMed, drug identification, safety, pipeline, sales, patent, and pharmaceutical sponsor data for drug and biotech research.
Public
UK Environmental Intelligence MCP Server from MCPBundles
com.mcpbundles/uk-environmental-intelligence
Provides UK environmental intelligence covering flood warnings, river and groundwater readings, bathing water quality, ecology observations, weather-related grid carbon data, and monitoring locations.
Public
Aviation Weather
io.github.pipeworx-io/aviation-weather
Provides aviation weather information including METARs, TAF-related observations, pilot reports, and AIRMET or SIGMET hazard data.
Unavailable
Catalogueoflife
io.github.pipeworx-io/catalogueoflife
Provides taxonomic search and classification for species and higher taxa using the Catalogue of Life.
Unavailable
Georgia Energy
io.github.pipeworx-io/georgia-energy
Exposes live and historical Georgian electricity-grid telemetry, generation, demand forecasts, prices, publications, and tenders.
Public
Maptiler
io.github.pipeworx-io/maptiler
Provides MapTiler geocoding, coordinate conversion, and point or route elevation data using map and terrain datasets.
Public
RQM Studio Jobs
com.rqmtechnologies/studio
Provides bounded quantum-circuit parsing, validation, compilation, optimization, equivalence checks, repair, simulation, provider-readiness analysis, and result comparison.
Public
Biorxiv
io.github.pipeworx-io/biorxiv
Provides bioRxiv and medRxiv preprint metadata, publication status, and publisher lookups, alongside broader structured research routing.
Unavailable
Chembl
io.github.pipeworx-io/chembl
Queries the ChEMBL drug-discovery database for molecules, mechanisms of action, indications, targets, and small-molecule bioactivity records.
Unavailable
Codex Gsfa
io.github.pipeworx-io/codex-gsfa
Queries Codex GSFA food-additive regulations, including permitted additives, food categories, maximum use levels, qualifying notes, and dataset coverage.
Unavailable