“iOS”

Open HDF5 files, browse groups, inspect datasets and attributes, and read or summarize data in...

JARVIS-CD MCP with a compact user pipeline contract and explicit admin compatibility profiles

List, search and inspect Lmod environment modules, and save or restore module collections.

National Data Platform (NDP) MCP server for searching and discovering datasets across multiple...

Report CPU, memory, disk, network, GPU and process information for local or remote nodes.

Load tabular data, then clean, filter, group, merge and summarize it with pandas.

Sort, filter and summarize large log files by timestamp, level or keyword.

Visualize simulation results in ParaView: load fields, then slice, contour, color and render them.

Summarize Parquet files, preview columns, read row slices and aggregate values.

Draw line, bar, scatter, histogram, heatmap and time-series plots from tabular data.

Operator-owned scientific dataset discovery for remote agents

Submit, list, inspect and cancel Slurm jobs, and describe the cluster.

Structured Spack discovery and installation tools for scientific agents

Provider-fixed web search plus transparent URL, DOI, and document fetching

Professional network analysis with tshark.

Look up Rust crates, versions, and downloads from crates.io.

Drive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent

3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code generation.

MCP server for rendering GeoJSON vector layers into map images with basemaps

MCP server for inspecting, validating, and summarizing GeoJSON documents (stdlib only)

MCP server for analyzing SAC seismic-waveform files and TAR archives: inspect members, compute...

MCP server for terrain analysis: DEM slope/aspect/suitability and point-cloud reading/gridding