Use case · Research lab
R&D

Literature, data, and
lab notes — federated.

Academic, R&D, and biomed labs connect public corpora (PubMed, OpenAlex, clinical trials), internal notebooks, GitHub, and shared drives — cited synthesis over papers, datasets, and institutional knowledge.

All use cases
Federation path

Research lab joins
your full stack.

Research lab
Gyri graph
Literature + lab
How teams work

From signup to
live workspace.

01

Wire public + private sources

PubMed, OpenAlex, Wikidata, and lab notebooks or ELNs in one queryable graph.

02

Typed research insights

Hypotheses, evidence, and replication notes persist as cited insight records — not lost chat threads.

03

Agent-assisted review

Claude via MCP searches literature, cross-references internal data, and writes back structured findings.

04

Lab buildout

We configure domain types, public-data bridges, and search defaults for your field.

Federated sources

Stack this team uses.

Typical connectors for this team — swap for your stack during signup.

PubMed Biomedical literature Public data
OA
OpenAlex Papers, authors, citations Public data
GitHub Engineering context Native
Google Workspace Gmail, Calendar, Drive Native
Notion Wikis & project docs Native
CT
ClinicalTrials.gov 580k+ trial mirror Public data
Plan

Required tier

Basic

Basic supports lab teams, higher API limits, and optional biomed graph extensions beyond solo eval.

Get started

Start free

Start free to federate three sources and draft your lab buildout. Public-data + MCP queue after verify and first network command.

Your buildout request is saved at signup and queues after you verify email and send your first command through Claude MCP.

Related: Public data federation

Ready to build?

Edit the prepopulated buildout request on signup — we start when Claude MCP connects.

How it works