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 analytics552nd of 3,282 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 550 | 9,290 | 7,500 #1259 | 20places up | |
| 551 | 9,290 | 10,768 #1066 | 31places up | |
| 552 | 9,283 | — | 107places down | |
| 553 | 9,281 | 18,829 #556 | 60places down | |
| 554 | 9,278 | 12,579 #949 | 60places down |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 42,345,503 | 13,242 #116 | 0 | |
| 2 |  Adspirer Social Ads | 30,557,087 | 14,248 #67 | — |
| 3 |  Hevy | 1,955,298 | 8,690 #672 | — |
| 4 | 714,596 | 7,435 #995 | — | |
| 5 | 502,891 | 7,877 #877 | 10places up |
Developer tools270th of 1,608 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 268 |  Mida A/B Testing | 9,299 | 13,679 #343 | — |
| 269 | 9,290 | 7,500 #512 | 20places up | |
| 270 | 9,283 | — | 107places down | |
| 271 | 9,281 | 18,829 #241 | 60places down | |
| 272 | 9,274 | 25,073 #159 | 44places down |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 |  Framer | 34,158,649 | 14,826 #36 | 2places down |
| 2 |  Claude Academy | 465,374 | 15,594 #19 | 35places up |
| 3 |  LaTeX Compiler | 400,664 | 9,014 #294 | — |
| 4 |  Exness | 305,009 | 8,468 #345 | — |
| 5 |  Intuit Developer | 186,229 | 13,415 #63 | 50places down |
Productivity874th of 4,952 by popularity · not ranked by trending score
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 |  Intuit QuickBooks Labs | 57,784,459 | 13,209 #289 | — |
| 2 | Adspirer Social Ads | 30,557,087 | 14,248 #216 | — |
| 3 | 15,667,540 | 15,307 #141 | 1places down | |
| 4 | Hevy | 1,955,298 | 8,690 #1014 | — |
| 5 | 1,658,113 | 8,969 #954 | 5places up |
Other96th of 688 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 94 | 9,306 | 5,303 #209 | 27places down | |
| 95 | 9,290 | 10,768 #168 | 31places up | |
| 96 | 9,283 | — | 107places down | |
| 97 |  citetex.com | 9,212 | 24,091 #66 | 89places up |
| 98 |  LogMeIn Resolve | 9,195 | 17,988 #103 | 18places up |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 42,345,503 | 13,242 #20 | 0 | |
| 2 |  Tomorrow.io Weather MCP App | 6,032,104 | 13,101 #22 | 1places down |
| 3 |  Sketchy Medical | 791,248 | 10,028 #74 | 8places down |
| 4 | 318,711 | 14,726 #13 | 28places down | |
| 5 |  Tebar | 305,096 | 8,331 #132 | — |
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