Question 1

What is the best MCP servers and plugin for a scientist?

Accepted Answer

By tashan's measured score the highest-ranked for this work are Growthbook · growthbook, Statsclaw, Agent Loops, Clinicaltrialsgov, Sciagent Skills. The score combines upkeep and freshness, gated by real adoption; every input is public and linked to its source.

Question 2

What work does this cover?

Accepted Answer

A scientist here is the union of the tasks that job performs — scientific research, statistical modelling — so a capability appears if it is measured against any of them. 26 capabilities qualify today.

Question 3

Are these audited for security?

Accepted Answer

Every capability tashan measures is checked against the OSV advisory database at the version you would install today, for install-time scripts, for build provenance, and for the permission surface its declared dependencies reach. The existence of a finding is always free to see. The audit reads public evidence only and never executes anything, so an empty result means nothing was declared, never that nothing is possible.

#	Capability	tashan	Evidence	Health
1	Growthbook · growthbook primary plugin deep	58	18 ★	active
2	Statsclaw primary plugin deep	53	87 ★	active
3	Agent Loops primary plugin deep	46	143 ★	active
4	Clinicaltrialsgov primary npm solid	67	802/wk	active
5	Sciagent Skills primary plugin solid	65	284 ★	active
6	Datarobot Agent Skills primary plugin solid	62	23 ★	active
7	Sciverse primary plugin solid	61	78 ★	active
8	Probabl Skills primary plugin solid	57	74 ★	active
9	Openephemeris primary npm solid	56	197/wk	active
10	Boltz primary plugin solid	53	4 ★	active
11	Stata primary npm solid	50	87/wk	active
12	Gyoshu primary plugin solid	49	240 ★	stable
13	Flexcompute primary plugin solid	47	5 ★	active
14	Everyday Causal Skills primary plugin solid	45	59 ★	active
15	Qmt Skills primary plugin solid	43	151 ★	active
16	Research Co Pilot primary plugin solid	42	5 ★	active
17	Nnsight primary plugin solid	42	9 ★	active
18	Research Paper Writing primary plugin solid	41	3 ★	active
19	Math Olympiad primary plugin	46	2 marketplaces	—
20	Sap Hana Cloud Data Intelligence primary plugin	42	1 marketplaces	—
21	Sap Hana Ml primary plugin	42	1 marketplaces	—
22	Research Toolkit · gioviat primary plugin	34	2 ★	active
23	Supply Chain Skills primary plugin thin	50	51 ★	active
24	Alphagenome supporting plugin	61	159 ★	active
25	Scios Skill supporting npm	55	243/wk	active
26	Uniprot supporting npm	52	99/wk	active

MCP servers & plugins for scientist, ranked

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