mcp server
Data Aggregator
Find & fetch research datasets across 17 archives, omics registries, and literature sources.
Description as published by the maintainer. Source
- version 0.45.3
- active
- retrieval
active — Registry entry last updated 2026-07-28. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.
Signals
These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.
| Signal | Value | What it measures | Window | Observed | Source |
|---|---|---|---|---|---|
| Latest published version | 0.45.3 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-07-28 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| First listed in the MCP Registry | 2026-07-28 | Date this server was first published to the official MCP Registry. Not a usage or quality measure. | point in time | Model Context Protocol |
Where to get it
Also from musharna
-
breedsim-mcp
Breeding-scheme simulation via AlphaSimR. Needs R, AlphaSimR and libtirpc-dev on the host.
-
jobd
Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.
-
ldraw-mcp
Render LDraw/LEGO models to images with real part geometry via headless Blender + ImportLDraw
-
phylokit-mcp
Phylogenetic inference via IQ-TREE 2 — never returns a topology without its support
-
Plant Genomics
Plant genomics MCP — 50 tools across 23 backends with cross-source synthesis.
-
plantcv-mcp
Plant phenotyping via PlantCV — returns traits plus the segmentation overlay they came from
Bring your own setup
We take apart real AI setups every week and show what broke, what cost too much, and what the trace actually said. If you run agents on real work, that is where the useful conversation is.
Join ZBS AI Practice Lab