Tooluniverse

Name: Tooluniverse
Author: mims-harvard

by mims-harvardcommunityv1.1.11

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ToolUniverse is an ecosystem for creating AI scientist systems from any large language model, integrating over 1000 machine learning models, datasets, APIs, and scientific packages for data analysis and experimental design.

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

GitHub Repository Website

Install & configure

Prerequisites

required
uv
Python package runner
```
$ pip install uv
```

Install in your client

Paste into the AI you're chatting with — it will figure out the rest

Please install the `tooluniverse` MCP server into my current AI client (that's you).

Required prerequisites (do these first if not already done):
- **uv** — Python package runner Run: `pip install uv`

Canonical MCP server config (stdio transport):
- command: `uvx`
- args: ["--refresh","tooluniverse"]
- optional environment variables:
  - `PYTHONIOENCODING`: Set to utf-8 for proper encoding (example: `utf-8`)

Note: 1000+ scientific tools for AI scientists. Optional agent skills: npx skills add mims-harvard/ToolUniverse

Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.

Note: 1000+ scientific tools for AI scientists. Optional agent skills: npx skills add mims-harvard/ToolUniverse