WorksImages, video and design
MBEstudio
SysML v2 systems engineering: generate, verify, simulate and export system models from text.
https://studio.vectorstreamsystems.com/mcpclaude mcp add --transport http mbestudio https://studio.vectorstreamsystems.com/mcpFor Cursor and other clients
{
"mcpServers": {
"mbestudio": {
"type": "http",
"url": "https://studio.vectorstreamsystems.com/mcp"
}
}
}Watch out
Has tools that change things: 1 of them
The server itself marks these tools as deleting or overwriting data (destructiveHint): have the agent ask you before it calls them.
- Test
- Works: Handshake succeeded
- Tools
- 31 tools
- Handshake
- 1.9 s
- Transport
- streamable-http · 2025-06-18
- Tested
- 6 November 2026
- Registry name
com.vectorstreamsystems/mbestudiov1.0.1- Listed
- 27 October 2026
- Updated
- 27 October 2026
The last 1 tests
| When | Result | Time |
|---|---|---|
| 2026-11-06 12:20 UTC | Handshake succeeded | 1.9 s |
The 31 tools it listed
"Read only" and "Changes data" are the server's own marks. Underlined parameters are required.
build_3d_modelBuild 3D model
Compile a saved systems model into placed 3D envelopes and existing authored procedural geometry. Returns a studio link and supported geometry formats. Paid. Call it directly: it charges what the job uses, never more than its estimated maximum or the max_spend_credits you set. request_id is optional; set one to make a retry safe. Returns job_id immediately. Poll get_job_status for later progress.
cost_modemax_spend_creditsrequest_idpromptspecificationmodel_idprovidermodelmax_depthsubsystemformatfidelitysimulation_typescenario_idstop_seventssimulationsstudystandardanalysisrowsbuild_full_systemBuild full system
Generate the system model, build its existing 3D geometry, verify requirements and allocations, and run selected declared simulations in one prepaid job. Paid. Call it directly: it charges what the job uses, never more than its estimated maximum or the max_spend_credits you set. request_id is optional; set one to make a retry safe. estimate_cost is optional and free, and with cost_mode "agent_authored" it validates a specification without running it. Returns job_id immediately. Poll get_job_status for later progress.
cost_modemax_spend_creditsrequest_idpromptspecificationmodel_idprovidermodelmax_depthsubsystemformatfidelitysimulation_typescenario_idstop_seventssimulationsstudystandardanalysisrowscancel_jobChanges dataCancel job
Free. Stop the job and settle consumed work, refunding the remainder. The first line reports tokens and credits used; show it to the user.
job_iddescribe_mbestudioRead onlyDescribe MBEstudio
Free. Discover MBEstudio systems engineering capabilities, enabled formats, pricing and the purchase URL. No model calls.
estimate_costRead onlyEstimate job cost
Free. Estimate the maximum model, compute and platform credits for a paid tool. Optional: paid tools can be called directly. Use it when the user asks what a job will cost. With cost_mode "agent_authored" and a specification, it also validates the specification with exactly the checks the paid tool runs and lists every problem as a blocker, so fix those before paying. No model calls or paid workload execution.
cost_modepromptspecificationmodel_idprovidermodelmax_depthsubsystemformatfidelitysimulation_typescenario_idstop_seventssimulationsstudystandardanalysisrowstoolexport_modelExport model
Export a saved systems model using an advertised existing format: SysML, STL, scene JSON, engineering CSV, report HTML or existing result JSON. The result carries the file as content and as download_url, a signed link valid for 7 days that opens in any browser; give that link to the user. Paid. Call it directly: it charges what the job uses, never more than its estimated maximum or the max_spend_credits you set. request_id is optional; set one to make a retry safe. Returns job_id immediately. Poll get_job_status for later progress.
cost_modemax_spend_creditsrequest_idpromptspecificationmodel_idprovidermodelmax_depthsubsystemformatfidelitysimulation_typescenario_idstop_seventssimulationsstudystandardanalysisrowsgenerate_safety_analysisGenerate safety analysis
Draft FHA failure conditions for a saved model's functions and FMEA failure modes for its parts under a chosen standard (ARP4761, DO-178C, ISO 26262, MIL-STD-882E or IEC 61508). Rows are written into a copy of the model as SysML, marked draft = true for an engineer to review; the saved model is not changed. With analysis "stpa" (no standard needed), drafts an STPA instead: losses, hazards, controllers with their process models, control actions and feedback as messages between parts, the unsafe control action table with all four types, and each safety constraint as a requirement; the result carries the compiler's STPA findings on the draft (missing UCA types, links to hazards and losses, unverified constraints, context variables no feedback updates). Paid. Call it directly: it charges what the job uses, never more than its estimated maximum or the max_spend_credits you set. request_id is optional; set one to make a retry safe. Returns job_id immediately. Poll get_job_status for later pr
cost_modemax_spend_creditsrequest_idpromptspecificationmodel_idprovidermodelmax_depthsubsystemformatfidelitysimulation_typescenario_idstop_seventssimulationsstudystandardanalysisrowsgenerate_system_modelGenerate system model
Generate a systems model or SysML architecture from a natural-language specification or structured agent-authored specification, including interfaces, components, requirements and constraints. Paid. Call it directly: it charges what the job uses, never more than its estimated maximum or the max_spend_credits you set. request_id is optional; set one to make a retry safe. estimate_cost is optional and free, and with cost_mode "agent_authored" it validates a specification without running it. Returns job_id immediately. Poll get_job_status for later progress.
cost_modemax_spend_creditsrequest_idpromptspecificationmodel_idprovidermodelmax_depthsubsystemformatfidelitysimulation_typescenario_idstop_seventssimulationsstudystandardanalysisrowsget_credit_balanceRead onlyGet credit balance
Free. Return this connection owner's prepaid balance and the existing purchase URL. No model calls.
get_job_resultRead onlyGet job result
Free. Read the prepaid job using the connection or key that paid for it. An exported file comes with download_url and filename; give the user the link rather than pasting a large file. The first line reports tokens and credits used; show it to the user.
job_idget_job_statusRead onlyGet job status
Free. Read the prepaid job using the connection or key that paid for it. An exported file comes with download_url and filename; give the user the link rather than pasting a large file. The first line reports tokens and credits used; show it to the user.
job_idmbe_add_targetRegister a SysML v2 API target
Free. Register a SysML v2 API server and project as an export target. The token is stored encrypted and never returned.
labelbase_urlproject_idbranch_idtokenmbe_commitCommit a proposal
Free. Commit a proposal with every conflict resolved as one changeset on its branch, with stable ids and provenance; returns the changeset id. If the branch moved, the fragment is reconciled again first.
proposal_idmbe_create_baselineCreate a baseline
Free. Name a version of the model as a baseline that never moves.
model_idnamerefmessagembe_diffRead onlyDiff two versions
Free. Elements added, removed, changed and renamed between two commits, branches or baselines, matched by stable id.
model_idfromtombe_driftRead onlyCheck drift
Free. Compare a target's package with the model's current slice element by element: changed, only in the tool, or missing from it.
model_idsubsystem_idtargetmbe_exportExport a subsystem
Free. Export a subsystem and its dependencies (types, interface and item definitions, requirements, allocations; anything else as reference proxies) into a package of a target. dry_run returns the diff (create, update, unchanged, delete candidate) and touches nothing; create refuses a package that already holds it; update writes in place through the id map and never duplicates.
model_idsubsystem_idtargettarget_packagemodecreate_missing_packagesrefmbe_get_contextRead onlyGet subsystem context
Free. Everything an agent needs before generating a subsystem: its boundary contracts (the ports, items, units and rates both sides of each interface state), the interfaces frozen during parallel generation, the functions allocated to it, the requirements on it, its current text, and the baseline id to generate against.
model_idsubsystem_idrefmbe_import_fromImport from a target
Free. Read a target package back (for file targets, from an uploaded file) as a fragment and reconcile it. Tool data never overwrites the model: it becomes a proposal like any agent's.
model_idtargetpackagesubsystem_idfilembe_list_conflictsRead onlyList conflicts
Free. A proposal's conflicts grouped by type, with the resolutions each allows and any resolution already made.
proposal_idmbe_list_packagesRead onlyBrowse target packages
Free. The package tree of a target, to choose target_package for mbe_export.
model_idtargetmbe_list_subsystemsRead onlyList subsystems
Free. Packages and package level definitions of a saved model that an agent can populate, with the agent or user that owns each.
model_idrefmbe_list_targetsRead onlyList export targets
Free. Where subsystems can be exported: SysML v2 API servers this account registered (Ansys SAM, SysML v2 Cameo or CATIA Magic, the OMG Pilot), Cameo through XMI, and .sysml files, with what each can do.
mbe_reconcileReconcile a fragment
Free. Merge a staged fragment into the current baseline in context and return the merge proposal: every change, and typed conflicts (identity, scope, ownership, frozen interface changes, port, item, unit and rate mismatches across boundaries, unallocated or doubly allocated functions, untraced requirements, SHACL, compile errors), each auto resolved by policy or waiting for review.
fragment_idmbe_resolve_conflictResolve a conflict
Free. Settle one conflict: accept the fragment's change, reject it (the element reverts to the baseline), approve an interface change, replace the element with corrected text, or for identity conflicts match a baseline element or declare it new.
conflict_idresolutionnotebymbe_submit_fragmentSubmit a fragment
Free. Stage a generated subsystem (SysML v2 text or element JSON) with its provenance. Staged only: it never changes the model. Then call mbe_reconcile.
model_idfragmentbranchreprompt_agentRe-prompt an agent
Ask the agent that owns a subsystem to try again, with your instruction. It sees the model, its last answer and the conflicts still open; its new answer is checked in context, retried on blocking conflicts, and replaces the open proposal for that subsystem. Nothing is committed. Needs model_id (a saved m_ model), subsystem and prompt. Paid. Call it directly: it charges what the job uses, never more than its estimated maximum or the max_spend_credits you set. request_id is optional; set one to make a retry safe. Returns job_id immediately. Poll get_job_status for later progress.
cost_modemax_spend_creditsrequest_idpromptspecificationmodel_idprovidermodelmax_depthsubsystemformatfidelitysimulation_typescenario_idstop_seventssimulationsstudystandardanalysisrowsrun_agent_swarmRun agent swarm
Engineer a system with a swarm of agents (ADR 0027): an orchestrator divides the description into subsystems and frozen interface contracts, divides again any subsystem too large for one agent (max_depth levels, default 2), specialists write the subsystems in parallel, and every answer is checked in the context of the whole model, with conflicts sent back to the agent that caused them. With a prompt alone, the result is a new saved model holding the skeleton and one federation proposal per subsystem. With model_id (a saved m_ model), nothing is divided: one agent develops each subsystem the model already has, keeping what is there, and its work is staged as a proposal on that same model; pass subsystem to go one level deeper, decomposing that subsystem's parts, and repeat level by level. The prompt is then optional guidance. Nothing is written until you review and commit each proposal. Paid. Call it directly: it charges what the job uses, never more than its estimated maximum or the ma
cost_modemax_spend_creditsrequest_idpromptspecificationmodel_idprovidermodelmax_depthsubsystemformatfidelitysimulation_typescenario_idstop_seventssimulationsstudystandardanalysisrowsrun_simulationRun simulation
Run the saved model's declared state machines or an existing operational scenario. Reports transitions, requirement verdicts over time and unmatched events. No fluid, rigid-body or FMU solver. Paid. Call it directly: it charges what the job uses, never more than its estimated maximum or the max_spend_credits you set. request_id is optional; set one to make a retry safe. Returns job_id immediately. Poll get_job_status for later progress.
cost_modemax_spend_creditsrequest_idpromptspecificationmodel_idprovidermodelmax_depthsubsystemformatfidelitysimulation_typescenario_idstop_seventssimulationsstudystandardanalysisrowsrun_trade_studyRun trade study
Run an existing declared trade study over at most 256 design points and return objective values and the Pareto front. Paid. Call it directly: it charges what the job uses, never more than its estimated maximum or the max_spend_credits you set. request_id is optional; set one to make a retry safe. Returns job_id immediately. Poll get_job_status for later progress.
cost_modemax_spend_creditsrequest_idpromptspecificationmodel_idprovidermodelmax_depthsubsystemformatfidelitysimulation_typescenario_idstop_seventssimulationsstudystandardanalysisrowsverify_modelVerify model
Check a saved model with the native SysML compiler and SHACL shapes for requirement subjects and, when a structured specification exists, function allocations. Returns findings and explicit coverage. Paid. Call it directly: it charges what the job uses, never more than its estimated maximum or the max_spend_credits you set. request_id is optional; set one to make a retry safe. Returns job_id immediately. Poll get_job_status for later progress.
cost_modemax_spend_creditsrequest_idpromptspecificationmodel_idprovidermodelmax_depthsubsystemformatfidelitysimulation_typescenario_idstop_seventssimulationsstudystandardanalysisrows
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A test is the handshake and the tool list: no tool was called. Names and descriptions are as listed by whoever registered the server; we haven't checked them.