Head to head · Cad export · October 2026 research run
Onshape vs SimScale
Onshape scores 55.7 (C) on agent readiness against SimScale's 41 (E), and leads in 4 of 7 scored categories. SimScale leads on schema & documentation, agent ergonomics and transparency & trust. Both do cad export.
Best CAD, simulation and fabrication APIs for AI agents · All 15 cad comparisons
Which one, for what
Onshape C
Best for Agents that read or change existing cloud CAD documents, run configurations, pull BOMs and drawings, or write FeatureScript for a team already on Onshape.
Ahead on
- Reliability, 60 against 15
- Security & auth, 63 against 44
- Payments & pricing, 22 against 10
- Maintenance & community, 79 against 33
Also in its favour
- A hosted endpoint, with nothing to install
Watch for
Every API key request must be signed with HMAC-SHA256 over the method, nonce, date, content type, path and query, and 307 redirects need a fresh signature
SimScale E
Best for An enterprise engineering team that wants an agent to automate CFD, FEA or thermal studies on a platform it already licenses, with a sandbox for development.
Ahead on
- Schema & documentation, 71 against 63
- Agent ergonomics, 55 against 46
- Transparency & trust, 65 against 60
Watch for
API keys come only with the Enterprise plan, priced on request, and the SDK asks would-be integrators to email api@simscale.com
Why the edge
Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.
Maintenance & community Onshape +46
Onshape 79
Read for a closed service. API release notes rel-1.223 dated 30 October 2026 (30). Six dated releases from 17 July to 30 October, three weeks apart (20). A public changelog, forum.onshape.com and api-support@onshape.com; response times were not tested (12 of 15). No Onshape-owned server in the official MCP registry, where the only match is io.github.gpambrozio/onshape; the official Go client was pushed on 31 October 2026 and the TypeScript clients in June and September 2025 (12 of 15). The Go client is generated and its CI was not read; the multi-language onshape-clients repository is archived (5 of 10). 30 + 20 + 12 + 12 + 5 = 79.
SimScale 33
Read for a closed service with open SDK sources. The Python SDK's newest release is 19.1.0 of 3 March 2026, 245 days before the check, and the v1 document carries no date (5 of 30, for a change in the window being likely from the v1 beta but unproven). Ten SDK releases from February 2025 to March 2026 and none since (0 of 20). api@simscale.com, support@simscale.com and a community forum; response times were not tested and the SDK repository has no issue activity we could read (10 of 15). Official Python and C# SDKs, with v1 editions, generated from the document (15). The SDK repository has no CI workflow and pins the document version at 0.0.0 (3 of 10). 5 + 0 + 10 + 15 + 3 = 33.
Reliability Onshape +45
Onshape 60
Read with the hosted lines on cad.onshape.com. Atlassian Statuspage at status.onshape.com with regional CAD service components and history feeds (20). The feed holds 18 incidents from 15 August to 30 October 2026, all degraded performance, delayed imports and exports or partial signup blocks, the longest 2 hours 42 minutes of export degradation on 15 September and imports, exports and notifications not working for 1 hour 42 minutes on 11 September; no full outage of the CAD service (18 of 30). Annual API call quotas are published per plan with numbers, while per-endpoint rate limits are said to vary by endpoint with no figure (8 of 15). 429 is documented without a header or backoff timing, 402 marks a spent quota, and no idempotency guidance was found (6 of 15). The terms promise commercially reasonable efforts and no SLA (0). The REST API is generally available; the FeatureScript MCP Server is an early-access Labs feature (8 of 10). 20 + 18 + 8 + 6 + 0 + 8 = 60.
SimScale 15
Read with the hosted lines on api.simscale.com. No status page, since status.simscale.com has no DNS record and none is linked from the site, the docs hub or the API document (0). No readable incident history (5). No rate limit with a number; the terms reserve the right to impose rate or traffic limits and the v0 document mentions a 429 response once (0). No Retry-After, backoff guidance or idempotency keys; runs can be cancelled (0). No SLA, and the terms say SimScale cannot warrant uninterrupted availability with Free plans carrying no availability obligation (0). /v0 is the generally available version; /v1 is in beta (10). 0 + 5 + 0 + 0 + 0 + 10 = 15.
Security & auth Onshape +19
Onshape 63
API keys scoped to permissions, revocable, two per individual account, with a signed request scheme; OAuth 2.0 authorisation code with 60-minute access tokens and refresh tokens revoked with the user's grant; no key expiry documented (26 of 30). Permission scopes allow read-only keys; no confirmation step before destructive calls and no approval gate on the MCP server beyond the App Store subscription (12 of 20). The MCP server reads FeatureScript errors and geometry from the document and no prompt-injection guidance was found (5 of 15). API usage counts are visible under Developer settings per company or user; no per-call audit log was found (6 of 15). SOC 2 Type 2 audited annually, AES-256 and TLS 1.2 with HSTS, paid researcher testing and security@onshape.com, but no security.txt (404), no public bug bounty and no advisories page (14 of 20). 26 + 12 + 5 + 6 + 14 = 63.
SimScale 44
One API key per user in the X-API-KEY header, with no scopes, documented expiry, rotation or revocation; the SDK reads it from an environment variable (10 of 30). Project and space permission endpoints exist and the sandbox cannot change data, but no read-only key or confirmation step for deletes was found (8 of 20). The API returns the owner's own geometry and results and no third-party content, so there is little untrusted content to inject (10 of 15). No audit log or per-call visibility found on the pages read (0 of 15). SOC 2 Type II by Prescient Assurance, a public Intigriti bug bounty with the API in scope, security.txt and AES encryption (16 of 20). 10 + 8 + 10 + 0 + 16 = 44.
Payments & pricing Onshape +12
Onshape 22
No x402, MPP or L402 (0). Plan prices are public per user per year, with no per-call price; extra API calls are sold by sales at an unpublished rate (10). The Free plan costs nothing for non-commercial use with public documents and a Professional trial needs no card; whether the Free plan asks for a card was not stated (12 of 20). A person signs up in a browser and creates the key or OAuth app (0). 0 + 10 + 12 + 0 = 22.
SimScale 10
No x402, MPP or L402 (0). No price is published; Mechanical, Professional and Enterprise are on request and the Community plan carries no API (0). The sandbox with its fixed public key lets an agent exercise every endpoint without an account or card, though it runs nothing, and the free Community plan has no API; read as a partial free route (10 of 20). An API key comes with an Enterprise contract arranged by people (0). 0 + 0 + 10 + 0 = 10.
Agent ergonomics SimScale +9
Onshape 46
Document and element endpoints take ids and the list endpoints take limit and offset, with no field selection documented in what we read; the MCP server's tool count is unknown (12 of 25). Pagination and filters on document lists, and revisions page (a paging loop was fixed in rel-1.219) (14 of 20). HTTP codes with 401, 402 and 429 meanings; the error body shape was on the unread response codes page (10 of 20). No idempotency keys; POSTs create microversions on every edit; no readOnlyHint or destructiveHint published for the MCP tools (2 of 20). Every API key request needs a Date header, a nonce and an HMAC-SHA256 signature, and 307 redirects need a new signature; official Go and TypeScript clients handle it (8 of 15). 12 + 14 + 10 + 2 + 8 = 46.
SimScale 55
List endpoints page with limit and page parameters and results are fetched per run and per export rather than whole (15 of 25). Pagination on lists and filters on some, such as valid geometries only (15 of 20). Typed error responses by status code; message shapes were not read in detail and the v1 error format page rendered empty (10 of 20). No idempotency keys; runs are asynchronous with event logs and cancel, so a retry can start a second run (5 of 20). Official Python and C# SDKs cover the surface, but a simulation setup needs a full Simulation Spec object with many required fields and a matching schema version (10 of 15). 15 + 15 + 10 + 5 + 10 = 55.
Schema & documentation SimScale +8
Onshape 63
An OpenAPI document backs the Glassworks API Explorer and the generated Go and TypeScript clients, but cad.onshape.com/robots.txt closes the explorer and the document to readers, so the contract was seen only through the clients (18 of 25). No llms.txt and no Markdown twin of the docs (0). Guides per area state what each API does and the API intro explains documents, workspaces, versions and elements; the MCP server's tools are not listed anywhere public (12 of 20). The Go client's breaking-change list shows typed models with BTType mandatory; enums and constraints were not read in the spec itself (10 of 15). Guides carry examples; the response codes page linked from the docs answered 404 and the API limits page gives 429 and 402 meanings (8 of 15). Numbered API versions (v17), dated release notes every three weeks, deprecations marked and an x-deprecated header (15). 18 + 0 + 12 + 10 + 8 + 15 = 63.
SimScale 71
Public OpenAPI 3.0.3 documents for /v0 (98 operations) and /v1 (163 operations), with the simulation and meshing schema versions selectable by query parameter (25). No llms.txt and no Markdown docs; the API docs are Swagger UI and script-rendered pages (0). The introduction explains the sandbox, versioning and Workbench compatibility, and operations carry one-line summaries, but 10 of the 98 v0 operations have no description and the guides for v1 rendered empty (12 of 20). 2,112 schemas with 355 enum lists, required fields and a typed security scheme (13 of 15). The sandbox answers every endpoint with example data, which stands in for examples, and responses are typed for 400, 403, 404, 409, 422 and 429 (11 of 15). Path versions v0 and v1 with a migration guide and changelog for v1, and dated SDK releases, though the changelog page itself rendered empty (10 of 15). 25 + 0 + 12 + 13 + 11 + 10 = 71.
Score by category
| Category | Weight this run | Onshape | SimScale | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 60 | 15 | Onshape +45 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 63 | 71 | SimScale +8 |
| Agent ergonomics | 13%16.2 | 46 | 55 | SimScale +9 |
| Security & auth | 14%17.5 | 63 | 44 | Onshape +19 |
| Payments & pricing | 10%12.5 | 22 | 10 | Onshape +12 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 79 | 33 | Onshape +46 |
| Transparency & trust | 7%8.8 | 60 | 65 | SimScale +5 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 55.7/100 | E 41/100 |
Facts side by side
| Fact | Onshape | SimScale |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | PTC | SimScale GmbH |
| Hosted endpoint | https://fs-mcp.labs.onshape.app/mcp | no (local only) |
| Transports | Streamable HTTP | |
| Auth | OAuth or key | API key |
| Pricing | Freemium | Paid |
| x402 | no | no |
| Tools exposed | 0 | 0 |
| Read-only variant documented | no | no |
| llms.txt | no | no |
| Last release | 2026-10-30 | 2026-03-03 |
| Terms last updated | no date given | no date given |
| Privacy policy last updated | couldn't be read | no date given |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | yes | yes |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | yes | yes |
| Arbitration or class-action waiver | yes | not found in the text |
| Popularity | 13 stars | none |
Verdicts
Onshape
Scoped API keys, OAuth 2.0 and versioned release notes every three weeks give an agent a stable REST surface over documents, parts, assemblies and drawings, and the Labs MCP server writes FeatureScript. Each request needs an HMAC signature and nonce, annual call quotas end in 402, per-endpoint limits are unpublished, and robots.txt closes the OpenAPI explorer's host to readers.
SimScale
Public OpenAPI documents for v0 and the v1 beta, a keyless sandbox that answers every endpoint with example data, and official Python and C# SDKs let an agent plan a simulation before anyone signs a contract. Running one needs an Enterprise API key priced on request, with no status page, no published rate limits and SDK releases eight months old.
Before you call either
Onshape
- Sign every API key request with a Date header within 5 minutes, a unique 16-character On-Nonce and
Authorization: On <AccessKey>:HmacSHA256:<signature>; prefer OAuth 2.0 bearer tokens and refresh on 401 - Count calls against the plan's annual quota (2,500 per user on Free) and treat 402 as quota exhausted, not a payment request; 4xx and 5xx responses do not count
- Put the API version in the path (api/v17) and pin it, since unversioned calls use v0 and unknown versions fall back to the newest
- On 429 back off and reduce redundant calls; no Retry-After or numeric limit is published, and imports and exports were the component most often delayed in the 90-day record
- For FeatureScript work, subscribe to the FeatureScript MCP Server in the App Store first, then
claude mcp add --transport http onshape https://fs-mcp.labs.onshape.app/mcpand authorise in the browser; use/mcpto re-authenticate
SimScale
- Develop against https://api.simscale.com/v0/sandbox with X-API-KEY: sandbox-example-api-key, which returns example data and runs nothing; real keys need an Enterprise plan the owner must arrange
- Follow the geometry import flow in order, requesting a storage location, uploading the file, creating the import, polling its event log, then listing the geometries valid for setup
- Pin simulationSpecSchemaVersion and meshingSpecSchemaVersion when fetching the OpenAPI document, since spec schemas change more often than the API and a mismatch locks the Workbench
- Treat v1 as beta and build on v0 unless the owner wants v1, and read the migration guide in a browser, since it rendered empty for our reader
- No rate limit is published, so space out polling of run status and back off on 429; the terms allow SimScale to impose traffic limits without notice
Questions
Which is better for AI agents, Onshape or SimScale?
Onshape scores 55.7 (C) on agent readiness against SimScale's 41 (E), and leads in 4 of 7 scored categories. SimScale leads on schema & documentation, agent ergonomics and transparency & trust.
Do Onshape and SimScale need an API key?
Onshape takes an API key or an OAuth sign-in. SimScale needs an API key.
Can an agent call Onshape and SimScale without installing anything?
Onshape has a hosted endpoint at https://fs-mcp.labs.onshape.app/mcp. No hosted endpoint is listed for SimScale.
Other comparisons with Onshape or SimScale
Machine-readable
- This page as Markdown
/compare/onshape-vs-simscale.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/onshape.json·/api/v1/tools/simscale.json - From a terminal
anchor compare onshape simscale(the CLI) - Over MCP
compare_tools {"a": "onshape", "b": "simscale"}at/mcp, no key