“datasets”

Tabular data retrieval.

Operator-owned scientific dataset discovery for remote agents

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

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

Version-controlled golden datasets and RAG evaluation, no API key needed.

Local MCP analysis for CSV, TSV, Excel, JSON and Parquet: summaries, outliers and relationships.

Darshan I/O profiler MCP server for analyzing I/O trace files

Fetch and analyze BP5 data files using ADIOS2.

Search arXiv by topic, author, title or date, read paper details, and export BibTeX or PDFs.

Record and retrieve agent interactions in a ChronoLog log store.

Compress and decompress files with gzip and report the compression ratio.

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.

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.

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

Control FiftyOne computer vision datasets through AI assistants using 80+ operators.

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