Beta
FrontierAI / MLFresh · 14d

tooluniverse

io.github.mims-harvard/tooluniverse · v1.1.11

1000+ scientific tools for AI scientists: life science, reserach, literature, and more.

Gecko Rating
74
Frontier
GitHub Stars
1.2k
no 7d delta yet
Transport
Stdio
v1.1.11
Last Update
2026-04-09

Ready-to-paste config for every major MCP client

claude mcp add tooluniverse -- npx io.github.mims-harvard/tooluniverse # or uvx io.github.mims-harvard/tooluniverse for Python
Stdio transport · runs the server as a local subprocess.Claude Code docs

500+ GitHub stars · battle-tested, widely adopted, safe default.

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tooluniverse · Gecko Rating
[![tooluniverse · Gecko Rating](https://benchgecko.ai/badge/mcp/tooluniverse.svg)](https://benchgecko.ai/mcp/tooluniverse)
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What is tooluniverse?

tooluniverse is an MCP (Model Context Protocol) server in the AI / ML category. 1000+ scientific tools for AI scientists: life science, reserach, literature, and more.

How is tooluniverse rated?

BenchGecko rates tooluniverse Frontier on the Gecko Rating ladder (74/100). 500+ GitHub stars · battle-tested, widely adopted, safe default. The underlying GitHub repository has 1,241 stars.

How do I install tooluniverse?

tooluniverse supports Claude Code, Cursor, Windsurf, and VS Code. Each client needs a different config format · BenchGecko shows ready-to-paste snippets for all four above. Stdio servers run locally via npx; streamable-http and SSE servers connect over the network.

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