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Atomscale

Claudecommunity

Search, analyze, and build insights from materials science and engineering data

Atomscale

Open in Claude

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.

8,864
Popularity
21,682
Trending
1069
Directory rank

Anthropic’s own published signals, snapshot of August 5, 2026; units undocumented — treat as ordinal.

Over time

Popularity
Trending
Directory rank (lower is better)

Details

First addedJuly 8, 2026
Categoriesdata-analytics, developer-tools, productivity, other
Authenticationauth_required
Transportstreamable-http
Works withclaude, claude-api, claude-code, claude-desktop
Tools16

Tools(16)

  • annotate_data
  • create_notebook
  • edit_notebook
  • fetch_data
  • fetch_embeddings
  • fetch_notebook
  • fetch_results
  • fetch_sample
  • list_notebooks
  • ping
  • push_stream_chunk
  • search_data
  • search_sample
  • start_stream
  • stop_stream
  • upload_data

Data from Claude’s public directory API, snapshotted daily by the MCP App Tracker. A listing describes what the directory publishes — not an endorsement.