Everything in the catalog

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

Universal MCP Server with advanced AI memory capabilities and semantic search.

Reusable prompt templates, multi-step workflow chains, and quality gates for any MCP client.

Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding

SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants

Local-first knowledge management with bi-directional LLM sync via Markdown files.

Local-first AI identity for MCP coding tools.

An API-complete MCP server to manage Prometheus-compatible backends.

Renders web pages into structured, agent-readable representations using headless Chromium.

Perforce P4 MCP server for version control and P4 DAM digital asset management.

Adobe Illustrator MCP with 66 tools — more than the official Illustrator MCP.

Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.