Browse 37,903 Model Context Protocol servers
Local-first memory and knowledge graph for coding agents. Compact retrieval, no network.
MCP server for Motor Current Signature Analysis — fault detection in electric motors
Swiss federal geodata: geocoding, height, STAC, WMTS, OEREB and more
ADCIRC model configuration debugging, parameter lookup, and validation
NOAA CO-OPS tides, water levels, currents, and meteorological data
Access ocean data from 80+ ERDDAP servers worldwide
GOES-18/19 satellite imagery — visible, infrared, water vapor, and composites via NOAA
NOAA National Data Buoy Center observations: waves, SST, wind, pressure from 1,300+ stations
NHC storm tracks, forecast advisories, watches/warnings, and HURDAT2 data
NOAA OFS regional ocean model forecasts — water level, temperature, salinity
Hurricane reconnaissance data — HDOB flight observations, Vortex Data Messages, SFMR, and ATCF fixes
NOAA RTOFS global ocean forecast — SST, salinity, currents, depth profiles via CoastWatch ERDDAP
SCHISM model configuration debugging, parameter lookup, and validation
NOAA STOFS storm surge forecasts, observation validation, and OPeNDAP data
USGS Water Services streamflow, flood stages, and peak events via waterservices.usgs.gov
MCP server for vertical datum conversions using coastalmodeling-vdatum
NWS surface wind observations (ASOS/AWOS) via Weather.gov and Iowa Environmental Mesonet APIs
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbon UI generation.
Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.
Deterministic context packing for AI coding agents; measured 83% fewer input tokens, local.
HEOR MCP server: literature search, CEA, BIA, NMA/MAIC, HTA dossiers (NICE/FDA/EMA/JCA).
Local knowledge graph memory MCP server for AI assistants.
Tamper-evident, Sigstore-signed audit trail for Claude Code agents.