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MCP server · Research

AlphaFold Sovereign MCP server

by smaniches

Lets your AI look up protein structures, variants, diseases and drug targets from public biology databases.

Flow diagram: you ask your AI “What diseases are linked to the ACE2 gene?”, the AlphaFold Sovereign MCP server reaches AlphaFold DB, ClinVar, gnomAD and Open Targets, and you get back answers in chat.

This is a helper program that connects your AI to a set of public biology databases, such as AlphaFold DB, ClinVar, gnomAD and Open Targets. It runs on your own computer and keeps a small local database of what you look up. It is handy for anyone who works with proteins, genes or variants and wants quick answers without hopping between many websites.

What is an MCP server? The 30-second version

On its own, your AI can only chat with you. An MCP server is a small helper program that gives your AI a new skill or a connection to an app or service. This one connects your AI to public biomedical databases like AlphaFold DB and ClinVar. So when you ask a question about a protein or a variant, your AI can look things up there and bring the answers back to you.

What this MCP server does

You ask your AI a question, for example about a gene variant or a protein. Your AI uses this helper to send the right lookups to public databases such as AlphaFold DB, ClinVar, gnomAD and Open Targets. The helper gathers the answers, lines them up and stores a copy in a small local database on your machine. Then your AI shows you a summary in the chat, and you can ask follow-up questions or export the results.

Flow diagram: you ask your AI “What diseases are linked to the ACE2 gene?”, the AlphaFold Sovereign MCP server reaches AlphaFold DB, ClinVar, gnomAD and Open Targets, and you get back answers in chat. Click to zoom

What you can do with it

  • Look up a protein structure and its confidence score
  • Check what is known about a gene variant in ClinVar and gnomAD
  • Find drug targets linked to a disease
  • Compare the shapes of proteins across species
  • Get a phenotype profile for a gene
  • Search a local knowledge graph of your past lookups
  • Export your results as a file for further analysis

Try asking your AI

  • “Triage BRCA1 c.5266dupC”
  • “Assess EGFR as a drug target”
  • “What diseases are linked to the ACE2 gene”
  • “Compare the structure of human ACE2 with the mouse version”

What it gives back to you

You get back clear answers in the chat: lists of diseases, variant details, confidence scores, drug candidates, or short summaries. Some tools also return structured data you can export as a file. The local knowledge graph tools let you search and revisit earlier results. Everything is shown as text or tables you can read and copy.

Before you start

What you need

  • Python 3.10 or newer
  • An internet connection for the online mode (some sources need it)
  • A free DisGeNET API key if you want to use that source
  • The Claude desktop app or another MCP-compatible AI client

Good to know

The results are research aids, not medical advice, and the structure predictions and drug-target scores should be checked by a qualified person before any clinical or regulatory use.

Install it with your AI

Add AlphaFold Sovereign MCP server to your AI, no technical skills needed

You don't install anything by hand. You copy one prompt, paste it into an AI that can work on your computer, and it checks, installs and connects the server for you, asking you when it needs something.

Sign in to get the install prompt

Members get a ready-made prompt that lets the Claude desktop app check AlphaFold Sovereign MCP server, install it and connect it for them, step by step. You don't need any technical skills: you copy, paste and answer a few questions. Your connected AI can also find and install any of the 4,066 MCP servers here for you.

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Who it's for

Researchers, students and analysts who work with proteins, genes or variants and want quick answers without visiting many websites.