MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.
.NET assembly introspection MCP server with advanced reflection and type analysis capabilities
io.github.jgalea/mailbox-mcp
Multi-account email MCP server for Gmail, IMAP, and JMAP: search, send, drafts, labels.
Access Apple Voice Memos on macOS. List, get audio, extract and generate transcripts.
Katalon True Platform MCP: design tests, run with AI, upload reports, assess release readiness.
MoldSim MCP Server
Injection molding simulation expertise — materials, process validation, and DFM checks
io.github.krimto-labs/krimto
Memory for AI coding agents — markdown in your own git, not a vendor database. Apache-2.0.
Artifacts
Self-hosted artifact publishing: POST HTML/JSX/Markdown/zip, get an unguessable URL on your domain
Fanout
Investigate OpenTelemetry traces, metrics, and logs, and manage personal dashboards.
Sophon
Honest token economics for MCP agents. 68% tokens saved, zero-ML Rust binary.
SysKnife
Administers Linux via typed, approval-gated actions with an Ed25519-signed audit trail.
io.github.las7/memharness
Bi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file.
MCP server for the Lexware Office API — invoices, contacts, articles, and vouchers.
Inspect and operate Next.js Redis caches: health, tag state, SWR simulation, safe invalidation.
skillmem
Skill memory for coding agents: learn, recall, reinforce, decay. Local SQLite, no API key.
NOAA CO-OPS MCP Server
NOAA CO-OPS tides, water levels, currents, and meteorological data
ERDDAP MCP Server
Access ocean data from 80+ ERDDAP servers worldwide
GOES-18/19 satellite imagery — visible, infrared, water vapor, and composites via NOAA
NOAA NDBC MCP Server
NOAA National Data Buoy Center observations: waves, SST, wind, pressure from 1,300+ stations
NHC MCP Server
NHC storm tracks, forecast advisories, watches/warnings, and HURDAT2 data
NOAA OFS MCP Server
NOAA OFS regional ocean model forecasts — water level, temperature, salinity
NOAA Recon MCP Server
Hurricane reconnaissance data — HDOB flight observations, Vortex Data Messages, SFMR, and ATCF fixes
NOAA RTOFS MCP Server
NOAA RTOFS global ocean forecast — SST, salinity, currents, depth profiles via CoastWatch ERDDAP
NOAA STOFS MCP Server
NOAA STOFS storm surge forecasts, observation validation, and OPeNDAP data
USGS Water Services streamflow, flood stages, and peak events via waterservices.usgs.gov
VDatum MCP Server
MCP server for vertical datum conversions using coastalmodeling-vdatum
NWS surface wind observations (ASOS/AWOS) via Weather.gov and Iowa Environmental Mesonet APIs
NOAA WW3 MCP Server
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
io.github.markswendsen-code/doordash
MCP server for DoorDash - let AI agents order food delivery autonomously with browser-based ordering