MCP server that wraps the Dagster GraphQL API — manage runs, assets, schedules, sensors, and backfills from any MCP client
SCAPS-1D is installed from its publisher's own source and answers where it runs, so this marketplace is not in the path of a single call. There is no address here to send one to, and a panel that pretended otherwise would be showing you an answer we made up. Install it and call it from your own client — the Installation tab has the entry for each one.
What it does
Design, simulate, fit and sanity-check thin-film solar cells with SCAPS-1D on your own installation.
Quickstart
# 1 — add it to Claude Code
claude mcp add --scope user scaps-1d-mcp '--' uvx scaps-mcp
# 2 — ask your agent for something these tools do
# scaps_status, scaps_list_files, scaps_script_reference and 13 more
SCAPS-1D costs nothing on mcprush: there is no plan to choose here, no cap to set and nothing mcprush can bill you for.
Collected from a public index. Nobody has claimed this account, so nothing here was written by its author — claim it if it is yours.
Where are you running it?
Every route below installs the same thing and ends at the same approval screen. This one runs on your machine: your client starts SCAPS-1D as a process under your own user, with your files and your network, so the tool surface below is what it can do to your computer rather than to a server somewhere else. Its scan result is on the Security tab — read the surface before you approve it.
This is a public server: you run it yourself and this marketplace is not in the path. You need uv (docs.astral.sh/uv): uvx comes with it. Claude Code registers it in one command; --scope user makes it available in every project. The '--' is in quotes so that PowerShell passes it on.
claude mcp add --scope user scaps-1d-mcp '--' uvx scaps-mcpReconnect, or start a new session, and the tools appear in the model’s tool list.
Nothing is required, but it can take SCAPS_HOME (SCAPS installation folder, the one that contains scapsXXXX.exe; found automatically in the usual locations when unset), SCAPS_TIMEOUT (Seconds allowed per SCAPS run), SCAPS_RUNS_DIR (Folder that keeps run inputs and results; defaults to the user cache folder) if you want to set them.
One config entry your client uses to start the process locally. A local server runs with your file system and your network, which is why it is priced without metering.
16 tools, with what each one reads, writes and reaches shown before you agree — the same list on every route above. Read the tool surface.
Tool surface
What the model actually sees. Descriptions are diffed on every release — see version history.
Read from its source code. A server that builds its tool list when it starts can list more tools than this.
Report the SCAPS installation in use and how it was found, other installations, run folder and jobs.
Takes no parameters.
List files in a SCAPS data folder: definitions, spectra, absorption, grading, generation and more.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| kind | no | SCAPS data folder to list. | |
| contains | string | no | Case-insensitive substring filter. |
| limit | integer | no | — |
| offset | integer | no | — |
Search the command list of the installed SCAPS version.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| query | string | yes | Words to match, e.g. 'defect Ntotal' or 'action qe'. |
| limit | integer | no | — |
Read a .def file: layers, bulk defects, interfaces with band offsets, contacts and realism checks.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| definition | yes | — |
Change a device and save it as a .def file: parameters, layers, defects, materials and solver settings.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| base | string | yes | Existing definition to start from. |
| save_as | string | yes | New definition name, saved in SCAPS def/. |
| operations | object | no | Ordered set commands, including structural ones: 'layer2.duplicate', 'layer3.remove', 'layer1.defect1.duplicate', 'layer1.defect2.gauss', 'interface1.2_default_IFdefects', 'layer1.Eg.file': 'profile.g |
| materials | object | no | Load .material files into layers before the operations, e.g. {1: 'CIGSe.material'}. |
| numerics | no | — | |
| overwrite | boolean | no | Replace an existing file of that name. |
Build a new device from scratch and save it as a .def file.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| name | string | yes | New definition name, saved in SCAPS def/. |
| layers | array | yes | Layers from the left (back) contact. Each maps set-command suffixes to values, e.g. {'name': 'absorber', 'thickness': 0.5, 'Eg': 1.55, 'chi': 3.9, 'epsilon': 10, 'NC': 2.2e18, 'NV': 1.8e19, 'mun': 2, |
| interfaces | object | no | Interface defects by interface number (1 lies between layers 1 and 2), up to 3 each, e.g. {1: [{'Ntotal': 1e10, 'singledonor': null}]}. |
| left_contact | object | no | e.g. {'workfunction': 5.1, 'Sn': 1e5, 'Sp': 1e7}; a work function switches flat band off. |
| right_contact | object | no | As left_contact. |
| options | object | no | Other set commands, e.g. {'illumination.fromleft': null, 'numerical.Shockley-Queisser_limit.always': null}. |
| numerics | no | — | |
| overwrite | boolean | no | — |
Simulate a device: J-V metrics, QE, C-V, C-f and spatial profiles, with analysis and realism checks.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| definition | yes | — | |
| measurements | no | — | |
| profiles | no | — | |
| parameters | no | — | |
| actions | no | — | |
| illumination | no | — | |
| temperature_k | no | — | |
| voltage_v | no | — | |
| frequency_hz | no | — | |
| spectrum | no | — | |
| response_format | string | no | detailed adds the key columns of each curve. |
| wait_seconds | no | — |
Run one SCAPS session over many parameter values and tabulate the J-V metrics of every point.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| definition | yes | — | |
| variables | object | yes | Set or action keys and their values, e.g. {'layer1.thickness': [0.3, 0.5, 1]} or {'workingpoint.temperature': [280, 300, 320], 'intensity.ND': [0, 1, 2]}. |
| mode | string | no | grid runs every combination; zip pairs the lists element-wise. |
| measurements | no | — | |
| profiles | no | — | |
| parameters | no | — | |
| actions | no | — | |
| illumination | no | — | |
| temperature_k | no | — | |
| spectrum | no | — | |
| wait_seconds | no | — |
List recent runs, or get, wait for or cancel one. A finished job includes its full result.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| action | string | no | What to do. |
| job_id | string | no | Job (run) id for status, wait and cancel. |
| wait_seconds | no | — | |
| limit | integer | no | — |
Return one table of a result file: J-V, QE, C-V, C-f curves or band, generation and AC profiles.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| run_id | string | yes | Run id from scaps_simulate, scaps_batch or scaps_run_script. |
| file | string | no | Result file of the run; omit to list the files. |
| table | string | no | Table title ('bulk', 'interface') or index; default the main table. |
| columns | array | no | Columns to keep; default all. |
| offset | integer | no | — |
| max_rows | integer | no | — |
| step | integer | no | Keep every n-th row to thin long profiles. |
Render result curves as a PNG image. Requires the optional 'plot' extra.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| run_id | string | yes | Run id. |
| files | array | yes | Result files of the run to overlay. |
| x | string | no | X column; default the natural axis of the file type. |
| y | array | no | Y columns; default the key column of the file type. |
| table | string | no | Table title or index, as in scaps_results. |
| log_x | boolean | no | — |
| log_y | boolean | no | — |
| title | string | no | — |
| width_px | integer | no | — |
Run a SCAPS script for workflows beyond the other tools: recorder, curve fitting, math, loops, tandem.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| script | string | yes | SCAPS script text, one command per line. |
| validate_only | boolean | no | Only check the script and report problems. |
| timeout_s | number | no | Override SCAPS_TIMEOUT. |
| wait_seconds | no | — |
Detailed-balance Jsc, Voc, FF and efficiency limits for given band gaps under a SCAPS spectrum.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| band_gaps_ev | array | yes | Band gaps in eV. |
| temperature_k | number | no | — |
| spectrum | no | — |
Add a SCAPS file someone shared (device .def, .material, .abs, spectrum, measurement...) to the installation.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| kind | yes | File type; decides the SCAPS folder. | |
| name | string | yes | File name with its SCAPS extension, e.g. 'perovskite cell.def'. |
| content | string | yes | Full text of the file. |
| overwrite | boolean | no | — |
Write numeric data as a SCAPS input file with the right format and units.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| kind | string | yes | Input file type. |
| name | string | yes | File name; the SCAPS extension is added if missing. |
| x | array | yes | absorption: wavelength or photon energy (x_unit); spectrum, filter: wavelength nm; generation: position um; grading: position um, relative position or composition; measurement: V (iv, cv), Hz (cf) or |
| y | array | yes | absorption: alpha or k (see quantity); spectrum: W/m2/nm or W/m2 per point; generation: G; filter: % transmission or reflection; grading: property in script units; measurement: mA, nF or QE %. |
| quantity | string | no | absorption: alpha_per_cm (default), alpha_per_m or k; spectrum: irradiance_w_m2_nm (default) or power_w_m2; generation: per_cm3_s (default) or per_m3_s; grading: the property, e.g. composition, Eg, NA |
| x_unit | string | no | absorption only: unit of x, wavelength or photon energy. |
| extra | array | no | measurement only: conductance G in S. |
| position | string | no | grading only. |
| interpolation | string | no | grading only. |
| shared | boolean | no | grading only: one profile over adjacent layers. |
| normalise_w_m2 | number | no | spectrum only: scale total power. |
| area_cm2 | number | no | measurement only. |
| temperature_k | number | no | measurement only. |
| bias_v | number | no | measurement only. |
| frequency_hz | number | no | measurement only. |
| pin_mw_cm2 | number | no | measurement only. |
| dark | boolean | no | measurement only. |
| note | string | no | Source or description, written as comment lines. |
| overwrite | boolean | no | — |
Fit device parameters to measured curves, or optimise efficiency, Voc, Jsc or FF, by bounded Nelder-Mead.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| definition | yes | — | |
| variables | object | yes | Set or action keys to vary with bounds, e.g. {'layer1.defect1.Ntotal': {'min': 1e12, 'max': 1e16, 'log': true}, 'layer2.thickness': {'min': 0.03, 'max': 0.12, 'start': 0.05}}. |
| goal | string | yes | fit measured curves, maximise or minimise a J-V metric, or reach a target value. |
| metric | string | no | Metric for maximize, minimize and target. |
| target | number | no | Target value of the metric for goal 'target'. |
| measured | array | no | For fit: curves to match together, e.g. [{'kind': 'iv', 'file': 'Numos Ex 1 light.iv'}, {'kind': 'iv', 'x': [...], 'y': [...], 'illumination': 'dark', 'log': true, 'weight': 1}]. Files come from SCAPS |
| parameters | no | — | |
| actions | no | — | |
| temperature_k | no | — | |
| spectrum | no | — | |
| max_evaluations | integer | no | — |
| wait_seconds | no | — |
- Every tool, no call limit
- No card, and mcprush charges nothing for it
- Source published under MIT
- Runs on your machine — nothing of it reaches our gateway
- Nothing to cap, because mcprush bills nothing
What counts against your monthly calls
| Tool | Unit | Calls used | Out of the allowance |
|---|
Nothing here is billable: mcprush charges nothing to install SCAPS-1D or to call it, at any volume.
Two independent axes, because powerful and malicious are different questions. The grade is threat only. The capability level is blast radius, and it is never a penalty on the grade — it is priced as one subtract-only term in the score, where you can see it.
| Term | Level | What it prices | Points |
|---|---|---|---|
| capability-exposure | high | capability blast radius (high) — client exposure if the model is manipulated | −6 |
| verification-discount | repo | publisher verification (public source) — no provenance, but the source is public and inspectable | −1 |
| coverage-honesty | source | inspection depth (source) — how much of the target the scan could see | −0 |
What the scan could actually read
A grade is only as meaningful as its coverage, so the scanner publishes its own depth before it publishes its result.
Tools were statically extracted from the published source (16 recovered), not enumerated from a running server. Tool-poisoning, Unicode-smuggling, capability and toxic-flow analysis ran on this inferred surface, but a mis-parsed registration could be missed or mis-attributed, so tool-derived findings are capped below “confirmed”. To grade the real runtime surface, scan the running server: --command "npx -y <package>".
Capability — what it could do if the model were manipulated
Tags derived from each tool’s schema and the implementation, not from what the tool calls itself. high is the level these add up to.
| Tool | Capability tags | Why the tag was assigned |
|---|---|---|
| scaps_status | no tags | |
| scaps_list_files | sensitive-source | sensitive-source: keyword "list_files" |
| scaps_script_reference | no tags | |
| scaps_describe_device | no tags | |
| scaps_edit_device | no tags | |
| scaps_create_device | no tags | |
| scaps_simulate | no tags | |
| scaps_batch | no tags | |
| scaps_jobs | no tags | |
| scaps_results | no tags | |
| scaps_plot | no tags | |
| scaps_run_script | code-exec | code-exec: keyword "run_script" in tool name, parameter "script" |
| scaps_sq_limit | no tags | |
| scaps_import_file | no tags | |
| scaps_write_data | no tags | |
| scaps_optimize | no tags |
Toxic-flow graph
The lethal trifecta, checked as a graph rather than as a checklist: untrusted input, a sensitive source and an external sink have to meet before there is a path worth worrying about.
Supply chain and provenance
This is the first scan of this surface here, so there is nothing yet to compare it against.
Every result on this tab comes from one deterministic pass over the published package — offline, rule by rule, and auditable line by line above. Same methodology version, same bytes, same score.
Release history
Always latest — the install command names no version, so it installs the newest release when it runs; the current release on file is 0.1.0. Pin a release below and the command asks for exactly that one.
No release note was published with this version.
One review per account, from a signed-in account that does not publish this listing. Nothing else is asked — you can say what you think before you install it. Publishers can reply once per review, and a review can be edited or deleted by whoever wrote it.
Any signed-in account that does not publish SCAPS-1D can review it, once — before installing it or after. A review from an account that has installed it is marked as one.
Nobody has reviewed this listing. The rating on the card is the mean of the reviews written here and nothing else, so there is no rating until somebody writes the first — which takes a signed-in account that does not publish it, and nothing else.