ToolUniverse

ToolUniverse

MCP.Pizza Chef: mims-harvard

Behind the scenes, this connects your AI assistant to more than a thousand scientific databases, machine learning models, and lab tools, so it can dig up medical research papers, pull drug, gene, and disease data, and help sketch out an experiment or study. It's built for scientists and researchers rather than everyday office tasks, and it works with Claude, ChatGPT, Gemini, and similar AI assistants. Basic setup is a short snippet you paste into your app's settings, with no account or API key required to get started.

Data
Web/Research

Use This MCP server To

Search medical research papers across major science databases Look up information on drugs, genes, and diseases Get help spotting possible drug safety concerns Research rare disease symptoms and possible diagnoses Pull together background research for a science project Compare treatment options based on published research

README

ToolUniverse Logo ToolUniverse: Democratizing AI scientists

Documentation Paper PyPI version MCP Registry Website Slack WeChat LinkedIn X PyPI Downloads

Install

AI agent (recommended) — open your AI agent and run:

Read https://aiscientist.tools/setup.md and set up ToolUniverse for me.

The agent will walk you through MCP configuration, API keys, skill installation, and validation.

ToolUniverse FAQ

Can I use this to search medical research papers?
Yes — it searches PubMed, Semantic Scholar, ArXiv, BioRxiv, and other science databases at once, so you can pull relevant papers without visiting each site separately.
Can I use this to look up drug and disease information?
Yes — it connects to scientific databases covering drugs, genes, and diseases, so you can ask your assistant questions about them directly.
Which AI assistants does this work with?
It's built to work with Claude, ChatGPT, Gemini, and several other AI assistants, so you're not locked into one provider.
Do I need an API key or account to use it?
No API key is required to get the basic toolkit running, though a few of its more advanced research tools may ask for one later.
Is this hard to set up?
It takes a bit more technical comfort than a one-click install — you paste a short setup snippet into your AI app, or ask your AI assistant to walk you through it automatically.
Do I need to know how to code?
No coding is required for everyday research questions, though installing some of the more advanced scientific add-ons works best if you're comfortable with basic command-line steps.
Is this meant for scientists and researchers?
Yes — it's designed for medical, biology, and drug-discovery style research questions rather than everyday office tasks like email or spreadsheets.
Can it help design or plan an experiment?
Yes — it includes tools for sketching out research and experiment plans based on existing scientific literature and data.