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Gradient Dynamics: thermal and CFD simulation MCP
v0.1.0com.gradient-dynamics/engineering
GPU CFD and conjugate heat transfer for cold plates, heat sinks, battery packs and electronics.
transport:streamable-http
tools:86
Target client
run in your project directory
claude mcp add --transport http engineering https://api.gradient-dynamics.com/mcpsetup guides: Claude Code Claude Desktop Cursor VS Code Zed Windsurf Cline Gemini CLI Grok ChatGPT Claude.ai LangChain
Adds it for this project only. Append --scope user to make it available everywhere. Claude Code docs
get_tool_schema
Read-only
get tool schema
get_capabilities
Read-only
get capabilities
list_projects
Read-only
list projects
create_project
Mutating
create project
import_surface_attachment
Mutating
import surface attachment
create_upload
Mutating
create upload
open_surface_upload
open surface upload
prepare_surface_upload
prepare surface upload
complete_surface_upload
complete surface upload
view_geometry
Read-only
view geometry
inspect_mesh_geometry
Read-only
inspect mesh geometry
check_geometry
Read-only
check geometry
plan_mesh
plan mesh
validate_mesh
validate mesh
create_mesh
Mutating
create mesh
get_mesh_controls
Read-only
get mesh controls
validate_simulation
validate simulation
run_simulation
Mutating
run simulation
get_solver_controls
Read-only
get solver controls
estimate_cost
estimate cost
get_job
Read-only
get job
list_jobs
Read-only
list jobs
list_activity
Read-only
list activity
get_job_events
Read-only
get job events
get_operation
Read-only
get operation
cancel_job
Mutating
cancel job
review_job
review job
prepare_job_viewer
prepare job viewer
view_mesh
Read-only
view mesh
view_mesh_section
Read-only
view mesh section
view_simulation_result
Read-only
view simulation result
list_artifacts
Read-only
list artifacts
get_artifact
Read-only
get artifact
read_artifact_summary
Read-only
read artifact summary
get_artifact_download
Read-only
get artifact download
list_templates
Read-only
list templates
get_template
Read-only
get template
create_geometry
Mutating
create geometry
create_design_preview
Mutating
create design preview
get_design_preview
Read-only
get design preview
prepare_surface_heatmap
prepare surface heatmap
list_design_drafts
Read-only
list design drafts
get_design_draft
Read-only
get design draft
publish_design_batch
Mutating
publish design batch
finish_design_draft
finish design draft
get_design_checkpoint
Read-only
get design checkpoint
reconstruct_cad
reconstruct cad
edit_reconstructed_cad
Mutating
edit reconstructed cad
get_cad_reconstruction
Read-only
get cad reconstruction
get_design_operation_schema
Read-only
get design operation schema
call_design_operation
call design operation
prepare_cold_plate_simulation
prepare cold plate simulation
import_design_source_attachment
Mutating
import design source attachment
open_design_source_upload
open design source upload
prepare_design_source_upload
prepare design source upload
complete_design_source_upload
complete design source upload
read_design_source
Read-only
read design source
create_design_brief
Mutating
create design brief
get_design_brief
Read-only
get design brief
plan_cold_plate
plan cold plate
compare_cold_plate_candidates
compare cold plate candidates
get_request_schema
Read-only
get request schema
validate_geometry
validate geometry
plan_geometry_study
plan geometry study
submit_study
submit study
list_models
Read-only
list models
validate_prediction
validate prediction
predict_physics
predict physics
get_activity
Read-only
get activity
get_workflow
Read-only
get workflow
cancel_operation
Mutating
cancel operation
get_simulation_results
Read-only
get simulation results
get_simulation_monitor
Read-only
get simulation monitor
get_job_request
Read-only
get job request
assess_convergence
assess convergence
delete_job
Mutating
delete job
rename_job
Mutating
rename job
assemble_mesh_viewer
assemble mesh viewer
view_convergence_history
Read-only
view convergence history
assemble_simulation_viewer
assemble simulation viewer
get_billing
Read-only
get billing
create_topup_link
Mutating
create topup link
get_account
Read-only
get account
get_usage
Read-only
get usage
get_audit_log
Read-only
get audit log
3 resources you attach as context
Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. Check the server's own documentation before granting access.