Atomscale
Claude connectorCommunitySearch, analyze, and build insights from materials science and engineering data
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.
- Tools
- 16
exposed by this connector
Movement
From our daily snapshots over the last 30 days.
Rank by popularity
Rank by trending score
Popularity score
Trending score
In its categories
How this connector compares with others in the same category. Positions are counted within the category, not across the whole directory.
Data analytics504th of 2,740 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 502 | 9,219 | 10,208 #956 | 25places down | |
| 503 |  ANYMARKET-MCP | 9,217 | 12,441 #824 | 120places down |
| 504 | 9,217 | — | 128places down | |
| 505 |  Raygun | 9,214 | 20,207 #427 | 46places down |
| 506 |  Replo | 9,212 | 19,534 #460 | 61places down |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 29,445,468 | 12,305 #156 | — | |
| 2 |  Netzero | 1,983,480 | 8,531 #622 | 3places up |
| 3 | 507,188 | 7,845 #770 | — | |
| 4 |  Statz | 483,976 | 7,129 #943 | 71places up |
| 5 | 483,162 | 7,827 #778 | 563places up |
Developer tools235th of 1,310 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 233 | 9,231 | 23,387 #166 | 109places down | |
| 234 | 9,226 | 15,406 #273 | — | |
| 235 | 9,217 | — | 128places down | |
| 236 | Raygun | 9,214 | 20,207 #190 | 46places down |
| 237 | 9,195 | 13,751 #310 | 91places down |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 |  Framer | 35,616,504 | 12,702 #72 | — |
| 2 |  Intuit Developer | 1,059,790 | 12,502 #76 | — |
| 3 |  Etherscan | 450,704 | 13,335 #56 | 10places down |
| 4 | 262,839 | 7,229 #426 | 67places up | |
| 5 |  TEXT TO QUANT | 252,724 | 13,970 #45 | 26places down |
Productivity812th of 4,005 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 810 | 9,226 | 15,406 #925 | — | |
| 811 | 9,219 | 10,208 #1273 | 25places down | |
| 812 | 9,217 | — | 128places down | |
| 813 | 9,217 | 23,446 #545 | 35places down | |
| 814 | Raygun | 9,214 | 20,207 #659 | 46places down |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 |  Watch Any Video | 4,718,560 | 10,415 #607 | — |
| 2 | 4,208,811 | 13,413 #256 | — | |
| 3 | Intuit Developer | 1,059,790 | 12,502 #339 | — |
| 4 | Statz | 483,976 | 7,129 #1331 | 71places up |
| 5 | 483,162 | 7,827 #1124 | 563places up |
Other88th of 582 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 86 | 9,255 | — | 139places down | |
| 87 |  Sketchy Medical | 9,226 | 1,410,305 #4 | 1,427places up |
| 88 | 9,217 | — | 128places down | |
| 89 | 9,207 | 10,677 #146 | 34places down | |
| 90 | 9,200 | 17,140 #92 | 11places up |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 29,445,468 | 12,305 #28 | — | |
| 2 | 6,049,367 | 13,629 #15 | 12places up | |
| 3 | Netzero | 1,983,480 | 8,531 #110 | 3places up |
| 4 | Sketchy Medical | 1,410,305 | 9,226 #87 | — |
| 5 |  Tomorrow.io Weather MCP App | 617,566 | 9,963 #69 | — |
Tools
- 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
- Sign-in
- Required
- Connector URL
- https://api.atomscale.ai/mcp
- Transport
- Streamable HTTP
- Works with
- Claude, Claude API, Claude Code, Claude Desktop
- Acts on
- Files & documents, Code
- Added
- July 8, 2026
- More info
- Sponsorship
- Promote this connector