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Atomscale

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.

View in the Claude registry
Integration type
Connector
Verification status
Community connector
Platform
Claude
Category
Data & Analytics

The broad Category that contains the Primary Subcategory.

Primary Subcategory
Scientific & Biomedical Research Data

The Primary Subcategory used for this profile’s headline score.

Secondary Subcategories
None listed

Other Subcategories where the Integration is visible.

Brand
Atomscale
Access
Account required
First tracked
2026-07-08
Tool count
16
Geography
US

Claude Discoverability Score

Live · refreshed daily. Last refreshed

Atomscale in Scientific & Biomedical Research Data

0/100
Invisible

#14of 21competitors

This is the score for the Integration’s Primary Category, Scientific & Biomedical Research Data. Atomscale's tools align with this Category, which is why we measure it here. Claude did not find it in connector search, show it in the connector picker, or invoke it in the measured contested Runs. That is why the score is 0.

How this score is measured
Improve your score Talk to our team

What we measure

One core score. Three important factors to discoverability.

  • Picked

    · 0/100
    Sets the score

  • Found

    · 0/100
    Diagnostic

  • Positioned

    · 0/100
    Diagnostic
Primary Subcategory

Competing in Claude Scientific & Biomedical Research Data

View Category
13 scoredVerified connectors by score · Community connectors A–Z
Primary Subcategory
1Synapse.org100/100
2Helix GenoSphere88/100
3LatchBio38/100
4Consensus12/100
5Benchling0/100
—AtomscaleOrganic discovery is pending verificationGet notified when verified
—ClinicalTrials.gov Explorer (by BLEN)Organic discovery is pending verificationGet notified when verified
—Dalea - Research Orchestration PlatformOrganic discovery is pending verificationGet notified when verified
—Dewey DataOrganic discovery is pending verificationGet notified when verified
—KOREOrganic discovery is pending verificationGet notified when verified
—Scispot.ioOrganic discovery is pending verificationGet notified when verified
—smarts.bioOrganic discovery is pending verificationGet notified when verified
—Virtual Fly BrainOrganic discovery is pending verificationGet notified when verified
Score explained

What does 0/100 mean?

0 is Atomscale's rounded picker appearance rate. It appeared in the connector picker, or Claude invoked it directly, in 0% of contested conversations. All three measures are important to discoverability: Picked determines the headline score, Found shows how often Claude found Atomscale in connector search, and Positioned shows where it appeared in the picker.

InvisibleBuriedEmergingCompetitiveWinning

Atomscale is 10 points from Buried.

FoundDiagnostic

Whether Claude found your Connector in connector search. It must be Found before it can reach the picker, but the score counts picker appearances—not search results.

PickedMain score

How often your Connector appeared in the picker, or Claude invoked it directly, across contested conversations. This percentage is the Discoverability Score; the headline number is rounded.

PositionedDiagnostic

What position your Connector appeared in when it was shown in the picker. This shows prominence, but it does not affect the score.

Read the full scoring methodologyRecommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.
Tools

16 tools agents can invoke

Atomscale FAQ
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 2026-08-14, Atomscale competes with Synapse.org, Helix GenoSphere, LatchBio, Consensus, Benchling, ChEMBL, Clinical Trials, Medidata, Owkin, PopHIVE, Revvity Signals AI, SandboxAQ, SNOMED CT Terminology, 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 does Atomscale rank in Scientific & Biomedical Research Data on Claude?

As of 2026-08-14, Atomscale ranks #14 of 21 in Claude Scientific & Biomedical Research Data with a Discoverability Score of 0/100 (Invisible).

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.