Atomscale
Search, analyze, and build insights from materials science and engineering data
- Category
- Data & Analytics
- Primary Subcategory
- Scientific & Biomedical Research Data
Integration details
Description
Atomscale is a cloud platform for materials characterization and metrology data from thin-film growth and processing: RHEED, SEM, XPS, Raman, photoluminescence, ellipsometry, OES, instrument logs and recipes, tool trace, and more. This connector lets Claude work with your Atomscale organization directly. Search the data catalogue and physical samples, pull processed analysis results and similarity embeddings for any data item, tag and annotate data, create and edit Python (marimo) analysis notebooks, upload new files, and manage live streams from instruments with the capability to read and write feedback. Every request is scoped to your Atomscale account: tools act as you, within your organization, with the same permissions as the web app. Read tools are marked read-only; write tools are annotated so Claude asks before making changes. Sign in with your Atomscale account on first connect (OAuth), or use an API key for headless clients.
- Integration type
- Connector
- Verification status
Community connector- Platform
- Claude
- Primary Subcategory
- Scientific & Biomedical Research Data
- Secondary Subcategories
- None listed
- Brand
- Atomscale
- Access
- Account required
- First tracked
- 2026-07-08
- Tool count
- 16
- Geography
- US
The Primary Subcategory used for this profile’s headline score.
Other Subcategories where the Integration is listed.
Claude Discoverability Score
Claude Connector discovery is coming soon
Community Connectors only appear in Claude’s registry.Once verified, organic discovery begins and we can calculate your score.Read more about Community Connector verification.
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What discovery looks like

Claude can surface verified Connectors when they match a user’s Prompt.
How Claude Connector discovery works
Your Connector will compete to appear for users’ Prompts once Claude verifies it
Competing in Claude Scientific & Biomedical Research Data
View Category16 tools agents can invoke
How do I improve a Community connector's discoverability?
The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.
What are Atomscale alternatives on Claude?
As of 2026-09-29, Atomscale competes with Amass Connector, Synthesize Bio, Helix GenoSphere, LatchBio, Benchling, ChEMBL, Clinical Trials, Medidata, Owkin, PopHIVE, Revvity Signals AI, SandboxAQ, SNOMED CT Terminology, Synapse.org, ClinicalTrials.gov Explorer (by BLEN), Dalea - Research Orchestration Platform, Dewey Data, KORE, Scispot.io, smarts.bio, Virtual Fly Brain in Claude Scientific & Biomedical Research Data, ranked by public Discoverability Score.
Where is this profile measured?
This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.