Vexa
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Beschreibung vom Entwickler (englisches Original)
CAD in ChatGPT and Claude: editable parts, STEP/STL/drawings, in-chat 3D, automatic checks.
Diese drei werden nie zu einer Punktzahl zusammengefasst: Meinungen, Messungen und Beliebtheit sind verschiedene Dinge.
Für diesen Server haben wir noch keine Zusammenfassung in einfacher Sprache geschrieben. Unten stehen die Fakten, die wir aus der Registry gelesen haben.
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Funktioniert in Claude im Web, auf dem Desktop und auf dem Handy:
https://mcp.kernelcad.com/mcpFühre das in deinem Terminal aus
claude mcp add --transport http kernelcad https://mcp.kernelcad.com/mcpIn .cursor/mcp.json in deinem Projekt oder in ~/.cursor/mcp.json einfügen
{
"mcpServers": {
"kernelcad": {
"url": "https://mcp.kernelcad.com/mcp"
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
In .vscode/mcp.json in deinem Projekt einfügen
{
"servers": {
"kernelcad": {
"type": "http",
"url": "https://mcp.kernelcad.com/mcp"
}
}
}Dein Browser fragt, ob er die App öffnen darf, dann zeigt die App die Einstellungen und bittet dich um Bestätigung. Schlüsselwerte bleiben leer, damit du sie selbst einträgst.
ChatGPT verbindet sich nur mit Servern im Internet:
https://mcp.kernelcad.com/mcpMenünamen können sich je nach Tarif und mit der Zeit leicht unterscheiden.
Deine Auswahl bleibt in einem Cookie auf diesem Gerät; kein Konto nötig.
Diese Einstellungen werden aus dem Registry-Eintrag des Entwicklers erzeugt. Wenn in der README etwas anderes steht, folge der README.
Tool-Namen und -Beschreibungen genau so, wie der Server sie am 7. Nov. 2026 gemeldet hat. Geschrieben hat sie der Entwickler, nicht wir; wir zeigen sie als reinen Text.
review_paint_peek_latestReturn the newest brush-painted review packet from a Studio session. After sharing a /p/ link, the user can open it in the browser and paint marks over the 3D viewport to give visual feedback. Call this tool with the `slug` from that link to see the strokes — screenshot + mask +
open_in_studioSave the model as a kernelCAD project AND show it: persists a project revision, returns the interactive Studio viewer (MCP Apps / ChatGPT outputTemplate), and includes a PNG preview in the SAME tool result (image content + previewUrl when available). ONE VIEWER PER PROJECT PER RE
get_projectUse this when you need to reopen a saved project or browse what the user has saved — it fetches a kernelCAD Studio project, or lists the signed-in user's saved projects. Pass `slug` (from a /p/ link or a prior listing) to fetch that project's full .kcad source and metadata — then
get_project_revisionFetch the exact immutable .kcad source and parameters captured at a prior `open_in_studio` version. Use this to read-after-write verify a release: pass the returned `slug` and `version`, then hash or inspect the returned source. Public/unlisted projects use the slug as capability
get_latest_renderRender a project's current model server-side and return it as an inline image so you can SEE what you built. Prefer open_in_studio for the happy path — it already includes an iso PNG preview in the same publish result when previewDelivered is true. Use this tool for a different `
get_model_meshReturn the raw per-feature triangle mesh (positions/indices/normals) of a project's current model, by slug. For the in-chat 3D viewer widget to render geometry; delivered over the MCP Apps bridge. The slug is the capability: public/unlisted need no OAuth; private requires the own
request_uploadUse this when the user has a photo, PDF drawing, STEP, STL, DXF, SVG or 3MF file on their device and you need it in a kernelCAD tool (trace_from_image, drawing_to_cad, mesh_to_features, inspect of:"step", or lib.fromSTEP / fromSTL / fromDXF / fromSVG / referenceImage in a script)
lookup_authoring_skillReturn the kernelcad-authoring skill — conventions for writing .kcad.ts scripts (API surface, parameters, evaluation contract, common pitfalls) — in sections. Call with NO arguments first: you get the quick-start (units, axes, the return rule, the rules that prevent most failures
mesh_summaryMesh a kernelCAD .kcad.ts source server-side and return a COMPACT geometry summary — overall bounds plus, per feature, its id, kind, triangle count, and bounding box. Use this to INSPECT a model's geometry without a viewer: confirm a part is the size/shape you expect, see how man
report_needUse this when the user needed something kernelCAD does not have, so the gap is recorded instead of papered over. kind: asset (search_assets returned coverage none or poor: the catalog does not model it), capability (a tool cannot do what was needed), output (a tool answered, but
search_assetsSearch the public kernelCAD asset catalogue of published models. This is not find_part (screws, bearings, NEMA). Read-only. Anonymous callers are allowed. Do not send an API key. Use source:"library" for the free built-in model library. Search its titles, tags or kit IDs, and dow
get_assetFetch one public catalogue asset by slug. Read-only. No sign-in and no API key. A built-in kit/id returns the free editable downloads.source (.kcad.ts), studio_url, thumbnail_url and license. Download the source with plain GET. For community slugs, returns the search fields plus
get_asset_packReturn a short-lived signed URL for a catalogue asset zip (mesh, params, licence). Read-only. No sign-in. The URL is already signed. Fetch it with GET. Do not send an API key or an Authorization header. It expires quickly; read expires_at. Share download_url with the user. Units
evaluate_scriptUse this when you need to run a script and check it compiles. Full local builds return viewerUrl: a live Studio link reused and updated on later full builds in the same MCP process. Hosted builds return viewerMode: hosted and viewerHint pointing to open_in_studio; they do not sta
diff_scriptsUse this when you need to see exactly what changed between two script versions. Structured geometric delta between two versions of a kernelCAD script — a baseline ({ baseFile } or { baseCode }) and a revision ({ file } or { code }). Returns agent-readable JSON: per-part added/rem
inspectUse this when you need to read facts about a model. One reader, selected by `of`: - 'assembly' — physical assembly inventory (parts, bboxes, connectors, mates, disconnected solids). - 'robot' — URDF/SDFormat export preview (links, joints, planning groups, end-effectors, issues).
verifyUse this when you need to check a design against a rule set. One verifier, selected by `check`: - 'assembly' — static assembly review ({ file | code }, or the session evaluate_script left): mate validator, default-pose interference, joint topology, mechanical plausibility. ok:fal
why_did_this_failUse this when you need to trace why a feature failed. Walk the upstream chain of a failing feature. Returns the diagnostics of the requested feature plus the diagnostics of every upstream feature in topological order (the requested feature is the last entry). Per-code hints are i
set_paramUse this when you need to edit a param() default value in a kernelCAD script. Returns the modified code as text plus diagnostics from re-evaluating the result. Caller persists the new code via standard file-write tools (this tool has no side effects). With preview: true it builds
add_featureUse this when you need to insert a new feature line into a script. Insert a new feature line into a kernelCAD script before the last top-level return statement. Returns the modified code as text plus diagnostics from re-evaluating the result. Side-effect-free. Primitives that acc
add_surfaceUse this when you need an organic, freeform, or swept shape — a body shell, panel, fairing, ergonomic curve, lens, or sculpted form — authored as a NURBS Surface into the user's .kcad.ts, OR when you need to finish surfaces into a watertight solid or taper faces for moldability.
add_curveUse this when you need a freeform/organic 3D curve — a body feature line, brow, spine rail, or G2 blend between panels — authored as a Curve3D into the user's .kcad.ts immediately before the last top-level return. One authoring path, selected by `kind`: - 'nurbs' — insert a `nurb
add_path_segmentUse this when you need a freeform/organic 2D outline — an eyewear brow, ergonomic grip, sneaker midsole, or body silhouette — by appending a curved segment to an existing PathBuilder chain on the named `chain_anchor` variable. The call is injected at the END of the chain, immedia
trace_from_imageUse this when you need to trace a reference image into normalized waypoints. Trace pixel-space features from a reference photo into normalized [0..1] waypoints the agent can map to mm via a known scale anchor and feed to path().spline / path().nurbsSegment. Three backends are dis
add_variable_sweepUse this when you need an organic swept solid whose cross-section changes along its length — a tapering body, horn, bottle, handle, ring band, fairing, or duct — authored as a variable-section sweep along a spine. Inserts `variableSweep(spine, sections, opts?)` into the .kcad.ts
add_textUse this when you need to author text into a kernelCAD script before the last top-level return. One authoring path, selected by `mode`: - 'sketch' — insert a sketch.text(...) call. The emitted sketch is chainable: pair with subsequent .extrude(...) / cut(...) edits to land an eng
project_curveUse this when you need to wrap a 2D closed curve onto a 3D face. Insert a ` .projectCurve({ source, face, scaleMode? })` chained call into a kernelCAD script. The `source` is the structured `{ kind: "sketchCommands", commands: [...] }` wire format the runtime API accepts. Wraps t
add_pattern_featureUse this when you need to repeat a feature in a pattern. Insert a Shape.patternLinear / .patternCircular / .patternGrid call into a kernelCAD script before the last top-level return. Pass structured args (kind + the matching spec object). Returns the modified code plus diagnostic
remove_featureUse this when you need to remove a feature line from a script. Remove a single line from a kernelCAD script identified by a substring match. Returns the modified code plus diagnostics from re-evaluating. Refuses to remove the line containing the return statement. Side-effect-free
queryUse this when you need to resolve or inspect topology against a script's lowered geometry. Pass the script as `code` (inline; works on a hosted server) or `file`. Selected by `mode` (default 'evaluate'): - 'evaluate' — list the faces a Query matches ({ query }). Pass expect:'uniq
lookup_apiUse this when you need to list the kernelCAD script-runtime surface: global functions (box, path, selectEdges, helix, etc), Shape methods (fillet, sweep, lower, etc), Sketch methods (extrude, revolve, sweep), PathBuilder methods, EdgeQuery/FaceQuery key sets, and featureKindFaceL
lookup_diagnosticsUse this when you need the kernelCAD 26-code diagnostic catalogue with hint templates. Tiny one-shot call; useful for an agent that wants to pre-populate retry strategies. Hints are also inline on every emitted diagnostic — this tool just gives you the canonical list up front.
exportUse this when you need to export geometry to a file. One exporter, selected by `target`: - target:'model' — export the script geometry to one file. Pass { file | code }, a required { output_path }, and { format }. Supported formats: stl (binary STL mesh), step (BREP CAD interchan
lookup_cookbookUse this when you need a canonical pattern snippet for a CAD task. Search the kernelCAD cookbook for canonical pattern snippets. Returns top-k snippets matching the natural-language query, ranked by BM25 over title/tags/keywords/trigger. Use when you need a canonical pattern for
find_partSearch the bundled parts catalog (offline). For a NEMA-17 motor write `await lib.standard.nema17()`; for a 608 bearing write `await lib.standard.bearing608()`. Do not fan out parallel lookups and do not pass partsBaseUrl unless you set source:"remote". Remote lookups fail within
fetch_partFetch one bundled catalog part. Prefer `await lib.standard.nema17()` and `await lib.standard.bearing608()` — they are offline and do not download remote STEP. A lookup that cannot finish fails within 45s with errorCode parts.lookup.timeout. Do not retry in parallel.
solve_sketchUse this when you need to solve a 2D sketch constraint set. Solve a 2D sketch constraint set. Side-effect-free: pass { entities, constraints } and receive solved entities plus the original constraints. Entities are POINT, LINE, and CIRCLE records; constraints use the kernelCAD co
add_constraintUse this when you need to add a sketch constraint to a list. Append one validated sketch constraint to a constraint list. Side-effect-free: pass { constraints, constraint } and receive the updated list.
add_partUse this when you need to add a part to an assembly. Durably insert `const = .part(partName, shapeExpression, opts?)` before the final top-level return in a kernelCAD source string. Returns modified source plus diagnostics from re-evaluating it. Side-effect-free: caller persists
add_connectorUse this when you need to add a mate connector to a part. Durably insert ` .connector(name, { type, origin, axis?, normal? })` before the final top-level return. Use the part binding returned by add_part. Returns modified source plus diagnostics from re-evaluation. Side-effect-fr
add_mateUse this when you need to author a mate-graph relationship into the source, selected by `relation` (default 'mate'): - 'mate' — a typed mate between two connectors ({ name, a, b, type, pose?, limitsDeg?, limitsMm? }). - 'coupling' — couple a driven mate to a source mate by ratio
add_workspace_targetUse this when you need to declare a reachability target for a connector. Durably insert ` .workspace(connectorRef, { reachable, toleranceMm? })` before the final top-level return. Workspace targets are checked by solvedModel validation/review pose-envelope gates. Returns modified
set_scene_returnUse this when you need to set how the script returns its assembly. Replace the final top-level return statement with `return .model();` or `return .solvedModel(poses, options?);`. Use solvedModel for mate-authored mechanisms so FK and validation run. Returns modified source plus
solve_matesSolve the mate graph and get part poses. Pass code/file for an atomic source-bound solve, or omit both to use the active assembly. Returns { ok, status, poses, iterations?, evaluationEvidence? } where each pose is a serialized Transform ({ translation, rotateAxis, rotateDeg }). O
review_cadRun a deterministic mechanism-fitness review on supplied kernelCAD code or a file. It performs a full evaluation, replaces the active MCP session model on success, and clears that session if evaluation fails. The script may load referenced assets. The review validates the assembl
design_loopUse this when the goal is complex / production / enclosure / gearbox / robot-arm / multi-body, or when you need evaluate→review/verify→revise until green. PREFERRED over one-shot evaluate_script+open_in_studio for Adam-level parts. Runs a CAD design loop over attempt scripts: rev
flatten_patternUse this when you need the unfolded flat pattern of a bent sheet-metal part. Return the unfolded 2D flat-pattern of a bent sheet-metal Shape as a Region (outer polyline + holes + bend lines + sketch plane). Any number of parallel bends; crossing bends need corner relief. Pass { f
evaluate_sdfUse this when you need to sample a signed-distance field at a point. Sample the signed distance from an in-script sdf.* field at a 3D point. Returns { distance, inside, aabb, kind }. Distance is in mm; negative = inside the surface, 0 = exactly on the surface, positive = outside.
capture_animationUse this when you need to render a script's animation timeline to a video, or a 360° turntable of a model for sharing. Capture a kernelCAD script's animationView({...}) timeline to an MP4 (ffmpeg) or a PNG frame sequence, verifying the sampled poses for part interference. FILE ON
render_previewUse this when you need to LOOK at a kernelCAD model — render its script to deterministic PNG views for visual self-check (the visual half of the evaluate → render → inspect → fix loop), with NO studio or dev server required. Pass { code } (inline source) or { file } (a .kcad.ts p
resolve_assumptionsUse this when you need to confirm or override the open facts in an assumption ledger from trace_from_image (missing scale, inferred/assumed values) before committing geometry built from a reference photo. Reads the persisted ` .ledger.json` at `ledgerPath`, applies each resolutio
run_feaUse this when you need to know whether a part will hold a load. Runs a linear-static structural study and returns evidence — peak von Mises stress (MPa), peak displacement (mm), the minimum safety factor against the material yield (taken away from the clamp-singular edges of the
fea_summaryUse this when you need a structural check's context without paying for a solve. Read-only: returns the stored summary of a previous run_fea (pass the same `output_dir`), whether the CalculiX + gmsh toolchain is available on this machine (with the install command when it is not; r
send_to_printerUse this when you need to upload a .gcode file (e.g. written by export with target: "model", format: "gcode") to a real network printer and, by default, start the print. protocol: 'octoprint' (POST /api/files/local with an X-Api-Key), 'moonraker' (Klipper's POST /server/files/upl
repair_scriptUse this when evaluate_script reported an error and you want the fix applied rather than described. Takes the candidates why_did_this_fail derives for a diagnostic, applies them one at a time, re-evaluates after each, and keeps the first that clears the diagnostic without introdu
sweep_toleranceUse this when you need to know where and why a design breaks across a tolerance/dimension range, not just whether it builds at one nominal value. Declares one or more param() names with a { values: [...] } list or a { min, max, steps } range (number params are bisected; choice/st
diff_geometryUse this when you need to know WHAT MATERIAL changed between two versions of a model, not just how much. The deeper sibling of diff_scripts: a volume delta alone is ambiguous (a boss that grew and a pocket that deepened report the same magnitude, and a part that only moved report
drawing_to_cadUse this when the reference for a part is a 2D engineering drawing PDF (orthographic views with dimensions), not a photo. Deterministic, no vision model: reads the vector linework (stroke width, dash) and positioned text; classifies visible / hidden / center / dimension / extensi
mesh_to_featuresUse this when you are handed an STL, OBJ or 3MF of a mostly prismatic mechanical part (plate, bracket, spacer, flange, housing block) and need an EDITABLE kernelCAD model of it rather than a faceted lib.fromSTL import. Deterministic, measured, self-verifying: it welds and checks
execute_cookbookUse this when you need evaluate_script (and optionally open_in_studio) for an industry / cookbook demo in ONE step — after lookup_cookbook for industry demos, prefer execute_cookbook when you need evaluate+Studio together; empty lookup is not a stop (freehand-author instead). Res
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Apps, die MCP unterstützen, etwa Claude Desktop, Claude Code, Cursor und VS Code. Er verbindet sich per URL, also funktionieren auch Apps, die Remote-MCP-Server akzeptieren, zum Beispiel ChatGPT im Entwicklermodus.
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MCP server for WhatsApp Cloud API (Meta) — messages, media, and templates via Graph API
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Describe a mechanical part in ChatGPT, Claude, Codex, Cursor, or the browser. kernelCAD turns the brief into editable parametric CAD, lets you inspect and revise the geometry, and exports STEP, STL, and drawings.
Start here: Open Studio · Connect your agent · Watch real tool workflows · Read the prompt-to-STEP guide
Why not just generate an image? Your design remains .kcad.ts source: named features, editable dimensions and assembly structure. Agents can evaluate it, check constraints and clearances, revise the source, and export files for an engineer to inspect. Reproducible example source and documented checks are public. Geometry checks are not material-strength or manufacturing certification.
Connect a hosted MCP client: https://mcp.kernelcad.com/mcp (no local CAD install). Run locally: npx -y kernelcad mcp (Node.js 22.12+).
Source scope: this repository contains the reusable CAD runtime, CLI, MCP
tools and headless renderer. Hosted UI and commercial services are maintained
separately. Build the reusable tools with
npm run build; usenpm run dev
for the standalone renderer.
The workflow is: brief → editable .kcad.ts → evaluated B-rep → validation → guided revision → STEP/STL/drawing. OpenCASCADE is the geometry kernel; kernelCAD supplies the agent-first modeling and review workflow.
Describe a part, refine its editable CAD source, and export the geometry or drawing needed for the next step. These examples are starting points for designing parts for different processes:
| Process | Example | Reusable CAD reference |
|---|---|---|
| 3D printing | An electronics enclosure with locating lid and PCB posts | Enclosure |
| CNC milling | A bearing block with mounting holes and a stepped seat | Bearing block |
| Sheet metal | A four-hole bent bracket with a flat pattern | Bent bracket |
| Laser or waterjet cutting | A motor mounting plate with pilot and hole patterns | Motor plate |
| Turning | A shouldered spacer with an axial bore | Shoulder spacer |
| Assemblies | A bearing, housing, shaft and retainer | Bearing assembly |
| Injection molding | A drafted housing with board-screw bosses and structural ribs | Moulded housing |
The output is CAD for review, not a manufacturing certification. Check dimensions, fit, material and process requirements, and prototype or obtain engineering review as appropriate for the part. The case notes describe what has been checked and what remains open for each model.
kernelCAD runs as a connected app in ChatGPT (Apps SDK, with the Studio viewer and paint review inside the chat) and in Claude / claude.ai (custom connector). Add it from the chat settings and sign in:
https://mcp.kernelcad.com/mcpOne account everywhere. The coding-agent plugins below use the same hosted server (https://mcp.kernelcad.com/mcp) and the same kernelCAD sign-in. A model saved from Claude Code, Codex, Cursor, Gemini or Grok opens at the same Studio share link (/p/ ) you see in ChatGPT or Claude. Sign in with the same account in each client.
Ask your agent: “look at kernelcad.com and install the mcp”. Agent-readable installation instructions cover hosted setup, local CLI setup, and connection verification.
Run the MCP server over stdio with no install (Node.js 22.12 or newer):
npx -y kernelcad mcp
Claude Code: claude mcp add kernelcad -- npx -y kernelcad mcp
To keep the kernelcad command on your PATH:
npm install --global kernelcad
For a self-contained install that includes Node.js, Linux and macOS users can run:
curl -fsSL https://kernelcad.com/install.sh | sh
On Windows PowerShell, run:
irm https://kernelcad.com/install.ps1 | iex
The direct installers download a platform archive, verify its SHA-256 checksum, and install it under the user's home directory. Pin a release with KERNELCAD_VERSION=vX.Y.Z on Linux/macOS or $env:KERNELCAD_VERSION='vX.Y.Z' in PowerShell. Builds are available for Linux x64/ARM64, macOS Intel/Apple Silicon, and Windows x64. Direct installs do not require a separately installed Node.js.
For regulated or air-gapped machines, kernelcad --sandbox … and kernelcad mcp --sandbox --workspace (or KERNELCAD_SANDBOX=1) keep all file access inside one workspace directory and refuse outbound network at runtime, including telemetry. See docs/sandbox.md.
One command connects your agent to the hosted kernelCAD MCP server (https://mcp.kernelcad.com/mcp) and adds the kernelCAD skills. Nothing runs locally and no OpenCASCADE install is needed. Anonymous use works; sign in through your client's OAuth prompt for account features.
| Agent | One-liner |
|---|---|
| Claude Code | claude plugin install kernelcad --marketplace w1ne/kernelCAD-web |
| Codex | codex plugin marketplace add w1ne/kernelCAD-web && codex plugin add kernelcad@kernelcad |
| Cursor | Add kernelCAD MCP to Cursor (MCP only) |
| Gemini CLI | gemini extensions install https://github.com/w1ne/kernelCAD-web --consent --auto-update |
| Grok Build | grok plugin marketplace add w1ne/kernelCAD-web && grok plugin install kernelcad --trust |
| VS Code / Copilot | code --add-mcp '{"name":"kernelcad","type":"http","url":"https://mcp.kernelcad.com/mcp"}' |
| Skills only (any agent) | npx skills add w1ne/kernelCAD-web |
Inside Claude Code you can also type /plugin marketplace add w1ne/kernelCAD-web then /plugin install kernelcad@kernelcad. Restart the app after installing. Claude Desktop, ChatGPT, Windsurf, Cline, Zed, Continue, update, uninstall and the Cursor skills install are in docs/usage/agent-plugin-install.md.
Each model below started from the plain-language prompt shown. An AI agent wrote it through kernelCAD's own authoring loop (CLI / MCP): it wrote .kcad.ts source, ran evaluate, rendered the seven-view inspection sheet, read the renders, fixed what was wrong, and repeated. None of these is a one-shot generation. Each folder in showcase/ holds the parametric source, the turntable GIF (kernelcad animate --turntable, publish look), and a short note on what to look at and which checks were run.
| Model | Prompt | Params | Preview |
|---|---|---|---|
| Twisted hex vase | Hollow shell ~150 mm tall, tapers 70 → 50 mm, hex section twisting 120°, 2 mm wall, closed bottom | height baseDia mouthDia twistDeg wall | |
| Knurled control knob | Ø40 × 22 mm, diamond-knurled grip, raised pointer, 6 mm D-shaft bore, M3 set-screw hole | diameter height knurlDepth knurlTwistDeg knurlTeeth shaftDia dFlatDepth boreDepth skirtHeight | |
| Honeycomb bracket | Filleted L-bracket with a generative hex lattice | thickness innerFillet cellSize web | |
| NACA 2412 wing | True airfoil from the NACA equations, tapered loft | semiSpan rootChord tipChord leSweep dihedralRise washoutDeg | |
| Bevel gear drive | Meshing bevel gear pair at 90° | gearDeg pinionTeeth gearTeeth | |
| Centrifugal impeller | 7 swept backward-curved blades | bladeCount wrapDeg backplateThickness boreDia keyWidth | |
| Planetary gear stage | Sun, planets, ring, carrier | carrierDeg sunTeeth planetTeeth planetCount | |
| 9-cylinder radial engine | Round crankcase, nine finned cylinders in a star, domed heads, prop hub | cylinderCount barrelLength |
Some checks go past the picture:
evaluate_script → mechanism: "real") turns each mechanism through its limits with the couplings applied and looks for overlapping teeth. kernelcad validate --include-interference reports both assemblies clean.kernelcad dfm passes it (thinnest wall 2.0 mm, no unsupported overhang), and kernelcad export step writes a B-rep whose holes read back with kernelcad inspect step..kcad.ts, CLI, and MCP. The UI reviews and steers generated designs.The headless OCCT gate checks 27 native .kcad.ts reference parts against analytic or recorded OCCT volume, surface-area, and bounding-box values. The current headline is 27/27 reference parts match; the expected-pass gate is 27/27, with the analytic inputs and tolerances listed in the scorecard. See the reference-parts scorecard and its local validation demo.
The SolidCraft oracle ledger vendors that project's public reference cases (Apache-2.0) and checks the kernelCAD parts that have been mod
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