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open-science-toolkit MCP server · F · ToolBench

open-science-toolkit

github.com/WangHuiNEU/open-science-toolkit

Reusable components for a Claude-Science-style research agent on an open-source stack: 29 skills, 4 agent profiles, 24 domain MCP servers, a stateful Python kernel, and a browser chat UI.

2026-07-28+0 tools

0/100

Definition Quality0

Protocol Readiness0

SupportabilityNot measured-

Spec posture

Inferred effective spec 2026-07-28+·current baseline 2026-07-28

Static source inference · medium confidence

Current-spec patterns detected

Summary

Scoring was not performed

Score history

Overall score trend

First recorded score · v2 rubric

0/100

Scored	Grade	Overall	Spec posture	Rubric
2026-09-23	F	0	2026-07-28+	v2