“Data pipelines”

Universal data connector for CSV, Postgres, and REST APIs via DuckDB

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

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

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

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

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

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

Operator-owned scientific dataset discovery for remote agents

AI agents build, train, and analyze BCI/EEG pipelines: data, models, experiments, live sessions.

Sling CLI MCP server for querying any database, running data pipelines and managing replications

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

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.

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

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.

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

MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.

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