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.

Compare plans

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

Gyri think verbs

Agents that remember
what they conclude.

Gyri think verbs turn federated search into a research lifecycle — recall prior insights, ground in live CRM, reflect drafts, promote cited conclusions that compound across Claude, Cursor, and stored agents.

think verb=recall

Semantic orient — load prior cited conclusions before you re-derive from scratch.

think verb=ground

FTS-only orient on live federated CRM, email, and Slack — zero embed cost.

think verb=consider

Classify novelty against the workspace corpus before you commit a thesis.

think verb=reflect

Capture drafts, tensions, and questions as typed thoughts on the graph.

think verb=traverse

Multihop GraphQL in one think call — deal → contact → email → ticket.

think verb=fetch

Hydrate full rows by ref when search or traverse surfaced the right node.

Thought verbs deep dive · Claude + Gyri · Cursor + Gyri

Ready to build?

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

How it works