workflow_management
Manage robotic workflows to create, execute, and monitor automated processes for physical and virtual robots in the Robotics MCP Server.
Instructions
Comprehensive workflow management operations.
OPERATIONS:
create: Create new workflow (requires workflow_data)
read: Get workflow details (requires workflow_id)
update: Update workflow (requires workflow_id, workflow_data)
delete: Delete workflow (requires workflow_id)
list: List all workflows (filterable by category, tags, search)
execute: Execute workflow (requires workflow_id, variables)
status: Get execution status (requires execution_id)
templates: List available workflow templates
import: Import workflow from JSON (requires workflow_data)
export: Export workflow to JSON (requires workflow_id)
Args: operation: Operation to perform workflow_id: Workflow identifier workflow_data: Workflow definition (for create/update/import) variables: Variables for workflow execution execution_id: Execution identifier (for status operations) category: Filter by category (for list operation) tags: Filter by tags (for list operation) search: Search query (for list operation)
Returns: Operation-specific result with workflow data or execution status
Examples: # Create workflow workflow_management( operation="create", workflow_data={ "name": "VRoid to VRChat", "category": "avatar", "steps": [...] } )
# List workflows
workflow_management(operation="list", category="avatar")
# Execute workflow
workflow_management(
operation="execute",
workflow_id="workflow-123",
variables={"vroid_file_path": "/path/to/vroid.vroid"}
)
# Get execution status
workflow_management(operation="status", execution_id="exec-456")
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| operation | Yes | ||
| workflow_id | No | ||
| workflow_data | No | ||
| variables | No | ||
| execution_id | No | ||
| category | No | ||
| tags | No | ||
| search | No |
Implementation Reference
- Core handler function for workflow_management tool. Implements all operations (create, read, update, delete, list, execute, status, etc.) using WorkflowStorage and WorkflowExecutor.@self.mcp.tool() async def workflow_management( operation: Literal[ "create", "read", "update", "delete", "list", "execute", "status", "templates", "import", "export", "pause", "resume", "step", "continue", ], workflow_id: str | None = None, workflow_data: dict[str, Any] | None = None, variables: dict[str, Any] | None = None, execution_id: str | None = None, category: str | None = None, tags: list[str] | None = None, search: str | None = None, ) -> dict[str, Any]: """Comprehensive workflow management operations. OPERATIONS: - create: Create new workflow (requires workflow_data) - read: Get workflow details (requires workflow_id) - update: Update workflow (requires workflow_id, workflow_data) - delete: Delete workflow (requires workflow_id) - list: List all workflows (filterable by category, tags, search) - execute: Execute workflow (requires workflow_id, variables) - status: Get execution status (requires execution_id) - templates: List available workflow templates - import: Import workflow from JSON (requires workflow_data) - export: Export workflow to JSON (requires workflow_id) Args: operation: Operation to perform workflow_id: Workflow identifier workflow_data: Workflow definition (for create/update/import) variables: Variables for workflow execution execution_id: Execution identifier (for status operations) category: Filter by category (for list operation) tags: Filter by tags (for list operation) search: Search query (for list operation) Returns: Operation-specific result with workflow data or execution status Examples: # Create workflow workflow_management( operation="create", workflow_data={ "name": "VRoid to VRChat", "category": "avatar", "steps": [...] } ) # List workflows workflow_management(operation="list", category="avatar") # Execute workflow workflow_management( operation="execute", workflow_id="workflow-123", variables={"vroid_file_path": "/path/to/vroid.vroid"} ) # Get execution status workflow_management(operation="status", execution_id="exec-456") """ try: if operation == "create": if not workflow_data: return format_error_response("workflow_data required for create operation") # Generate ID if not provided if "id" not in workflow_data: workflow_data["id"] = str(uuid4()) workflow = Workflow(**workflow_data) created = self.storage.create_workflow(workflow) return format_success_response( { "workflow": created.model_dump(), "message": f"Workflow '{created.name}' created successfully", } ) elif operation == "read": if not workflow_id: return format_error_response("workflow_id required for read operation") workflow = self.storage.get_workflow(workflow_id) if not workflow: return format_error_response(f"Workflow not found: {workflow_id}") return format_success_response({"workflow": workflow.model_dump()}) elif operation == "update": if not workflow_id or not workflow_data: return format_error_response("workflow_id and workflow_data required for update operation") workflow_data["id"] = workflow_id workflow = Workflow(**workflow_data) updated = self.storage.update_workflow(workflow_id, workflow) return format_success_response( { "workflow": updated.model_dump(), "message": f"Workflow '{updated.name}' updated successfully", } ) elif operation == "delete": if not workflow_id: return format_error_response("workflow_id required for delete operation") deleted = self.storage.delete_workflow(workflow_id) if not deleted: return format_error_response(f"Workflow not found: {workflow_id}") return format_success_response({"message": f"Workflow {workflow_id} deleted successfully"}) elif operation == "list": workflows = self.storage.list_workflows(category=category, tags=tags, search=search) return format_success_response( { "workflows": [w.model_dump() for w in workflows], "count": len(workflows), } ) elif operation == "execute": if not workflow_id: return format_error_response("workflow_id required for execute operation") if not variables: variables = {} execution_id = await self.executor.execute_workflow(workflow_id, variables, debug_mode=debug_mode) return format_success_response( { "execution_id": execution_id, "message": "Workflow execution started", "debug_mode": debug_mode, } ) elif operation == "pause": if not execution_id: return format_error_response("execution_id required for pause operation") await self.executor.pause_execution(execution_id) return format_success_response({"message": "Execution paused"}) elif operation == "resume": if not execution_id: return format_error_response("execution_id required for resume operation") await self.executor.resume_execution(execution_id) return format_success_response({"message": "Execution resumed"}) elif operation == "step": if not execution_id: return format_error_response("execution_id required for step operation") await self.executor.step_execution(execution_id) return format_success_response({"message": "Stepped to next instruction"}) elif operation == "continue": if not execution_id: return format_error_response("execution_id required for continue operation") await self.executor.continue_execution(execution_id) return format_success_response({"message": "Execution continued"}) elif operation == "status": if not execution_id: return format_error_response("execution_id required for status operation") execution = self.storage.get_execution(execution_id) if not execution: return format_error_response(f"Execution not found: {execution_id}") return format_success_response({"execution": execution.model_dump(mode="json")}) elif operation == "templates": templates = self._get_templates() return format_success_response({"templates": templates}) elif operation == "import": if not workflow_data: return format_error_response("workflow_data required for import operation") workflow = Workflow(**workflow_data) imported = self.storage.create_workflow(workflow) return format_success_response( { "workflow": imported.model_dump(), "message": f"Workflow '{imported.name}' imported successfully", } ) elif operation == "export": if not workflow_id: return format_error_response("workflow_id required for export operation") workflow = self.storage.get_workflow(workflow_id) if not workflow: return format_error_response(f"Workflow not found: {workflow_id}") return format_success_response( { "workflow_json": workflow.model_dump_json(), "workflow": workflow.model_dump(), } ) else: return format_error_response(f"Unknown operation: {operation}") except Exception as e: logger.error("Workflow management operation failed", operation=operation, error=str(e), exc_info=True) return format_error_response(f"Operation failed: {str(e)}")
- Input schema and type definitions for the workflow_management tool parameters, including operation types and optional arguments.async def workflow_management( operation: Literal[ "create", "read", "update", "delete", "list", "execute", "status", "templates", "import", "export", "pause", "resume", "step", "continue", ], workflow_id: str | None = None, workflow_data: dict[str, Any] | None = None, variables: dict[str, Any] | None = None, execution_id: str | None = None, category: str | None = None, tags: list[str] | None = None, search: str | None = None, ) -> dict[str, Any]:
- src/robotics_mcp/server.py:177-198 (registration)Import of WorkflowManagementTool and its instantiation as self.workflow_management in the main RoboticsMCP server.from robotics_mcp.tools.workflow_management import WorkflowManagementTool # Consolidated portmanteau tools (SOTA: max 15 tools) # Note: RobotControlTool and RobotModelTools are imported at module level self.robotics_system = RoboticsSystemTool( self.mcp, self.state_manager, self.config, self.config_loader, self.mounted_servers ) self.robot_control = RobotControlTool(self.mcp, self.state_manager, self.mounted_servers) self.robot_behavior = RobotBehaviorTool(self.mcp, self.state_manager, self.mounted_servers) self.robot_manufacturing = RobotManufacturingTool(self.mcp, self.state_manager, self.mounted_servers) self.robot_virtual = RobotVirtualTool(self.mcp, self.state_manager, self.mounted_servers) self.robot_model_tools = RobotModelTools(self.mcp, self.state_manager, self.mounted_servers) self.vbot_crud = VbotCrudTool(self.mcp, self.state_manager, self.mounted_servers, self._unity_available) # Workflow management tool from robotics_mcp.utils.mcp_client_helper import call_mounted_server_tool self.workflow_management = WorkflowManagementTool( self.mcp, mounted_servers=self.mounted_servers, mcp_client_helper=lambda server, tool, args: call_mounted_server_tool(self.mounted_servers, server, tool, args), app_launcher=None, # TODO: Add app launcher integration )
- src/robotics_mcp/server.py:493-494 (registration)Explicit call to register the workflow_management tool with the MCP server during server initialization.self.workflow_management.register() # Workflow management operations logger.debug("Registered workflow_management tool")
- Helper method providing built-in workflow templates used in the 'templates' operation.def _get_templates(self) -> list[dict[str, Any]]: """Get built-in workflow templates. Returns: List of workflow templates. """ return [ { "id": "vroid_to_vrchat", "name": "VRoid to VRChat Avatar", "description": "Complete pipeline from VRoid creation to VRChat upload", "category": "avatar", "steps": [ { "id": "step1", "order": 1, "name": "Select VRoid Source", "type": "condition", "condition": { "expression": "${vroid_source}", "true_branch": ["step2a"], "false_branch": ["step2b"], }, }, { "id": "step2a", "order": 2, "name": "Export VRM from VRoid Studio", "type": "mcp_tool", "mcp_server": "vroidstudio", "tool_name": "vroid_export", "arguments": {"operation": "export_vrm", "file_path": "${vroid_file_path}"}, }, { "id": "step2b", "order": 2, "name": "Launch VRoid Studio", "type": "app_launch", "app_id": "vroid", }, { "id": "step3", "order": 3, "name": "Import to Unity3D", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_vrm", "arguments": {"operation": "import_vrm", "vrm_path": "${vrm_file_path}"}, }, { "id": "step4", "order": 4, "name": "Upload to VRChat", "type": "mcp_tool", "mcp_server": "vrchat", "tool_name": "vrchat_avatar", "arguments": {"operation": "upload_avatar", "avatar_path": "${avatar_build_path}"}, }, ], "variables": [ { "name": "vroid_source", "type": "string", "required": True, "description": "Source type: 'file' or 'create'", }, { "name": "vroid_file_path", "type": "file_path", "required": False, "description": "Path to VRoid file", }, ], }, { "id": "create_virtual_robot", "name": "Create Virtual Robot", "description": "Create vbot with 3D model and deploy to environments", "category": "vbot", "steps": [ { "id": "step1", "order": 1, "name": "Convert to VRM", "type": "mcp_tool", "mcp_server": "avatar", "tool_name": "avatar_convert", "arguments": {"operation": "convert_to_vrm", "input_file": "${model_file_path}"}, }, { "id": "step2", "order": 2, "name": "Create Virtual Robot", "type": "mcp_tool", "mcp_server": "robotics", "tool_name": "vbot_crud", "arguments": { "operation": "create", "name": "${robot_name}", "robot_type": "${robot_type}", }, }, ], "variables": [ { "name": "robot_name", "type": "string", "required": True, "description": "Name of the virtual robot", }, { "name": "robot_type", "type": "string", "required": True, "description": "Robot type: scout, go2, g1, custom", }, { "name": "model_file_path", "type": "file_path", "required": True, "description": "Path to 3D model file", }, ], }, { "id": "vrm_to_vrchat_with_osc", "name": "VRM to VRChat with OSC Control", "description": "Import VRM from avatar-mcp, process in Unity3D, upload to VRChat, and connect via OSC", "category": "avatar", "version": "1.0.0", "author": "Robotics Workflow System", "tags": ["avatar", "vrchat", "unity3d", "osc", "vrm"], "steps": [ { "id": "step1", "order": 1, "name": "List Available VRMs", "type": "mcp_tool", "mcp_server": "avatar", "tool_name": "avatar_management", "arguments": { "operation": "list_avatars", "source_path": "D:\\Dev\\repos\\avatar-mcp\\models" }, "required": True, "output_variable": "available_vrms" }, { "id": "step2", "order": 2, "name": "Select VRM File", "type": "mcp_tool", "mcp_server": "avatar", "tool_name": "avatar_management", "arguments": { "operation": "get_avatar", "avatar_id": "${vrm_name}", "source_path": "D:\\Dev\\repos\\avatar-mcp\\models" }, "required": True, "output_variable": "selected_vrm_path" }, { "id": "step3", "order": 3, "name": "Launch Unity3D Editor", "type": "app_launch", "app_id": "unity3d", "app_config": { "desktop": 2, "monitor": 1, "project_path": "${unity_project_path}", "fullscreen": False }, "required": True }, { "id": "step4", "order": 4, "name": "Wait for Unity3D", "type": "delay", "arguments": {"delay": 5}, "required": False }, { "id": "step5", "order": 5, "name": "Import VRM to Unity3D", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_vrm_import", "arguments": { "operation": "import_vrm", "vrm_path": "${selected_vrm_path}", "project_path": "${unity_project_path}", "create_prefab": True }, "required": True, "output_variable": "unity_prefab_path" }, { "id": "step6", "order": 6, "name": "Configure VRChat Avatar", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_vrchat_sdk", "arguments": { "operation": "setup_vrchat_avatar", "prefab_path": "${unity_prefab_path}", "avatar_name": "${avatar_name}", "add_descriptor": True, "configure_expression_menu": True, "configure_gesture_controller": True }, "required": True, "output_variable": "vrchat_avatar_path" }, { "id": "step7", "order": 7, "name": "Build VRChat Avatar", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_build", "arguments": { "operation": "build_avatar", "avatar_path": "${vrchat_avatar_path}", "output_path": "${build_output_path}", "platform": "Windows" }, "required": True, "output_variable": "built_avatar_path" }, { "id": "step8", "order": 8, "name": "Upload to VRChat", "type": "mcp_tool", "mcp_server": "vrchat", "tool_name": "vrchat_avatar_upload", "arguments": { "operation": "upload_avatar", "avatar_file": "${built_avatar_path}", "avatar_name": "${avatar_name}", "description": "${avatar_description}" }, "required": True, "output_variable": "vrchat_avatar_id" }, { "id": "step9", "order": 9, "name": "Launch VRChat", "type": "app_launch", "app_id": "vrchat", "app_config": { "desktop": 2, "monitor": 2, "fullscreen": False }, "required": False }, { "id": "step10", "order": 10, "name": "Connect OSC to VRChat", "type": "mcp_tool", "mcp_server": "osc", "tool_name": "osc_connect", "arguments": { "operation": "connect", "host": "127.0.0.1", "port": 9000, "protocol": "udp" }, "required": True, "output_variable": "osc_connection_id" }, { "id": "step11", "order": 11, "name": "Send Avatar Selection via OSC", "type": "mcp_tool", "mcp_server": "osc", "tool_name": "osc_send", "arguments": { "operation": "send_message", "connection_id": "${osc_connection_id}", "address": "/avatar/change", "args": ["${vrchat_avatar_id}"] }, "required": False } ], "variables": [ { "name": "vrm_name", "type": "string", "required": True, "description": "Name of the VRM file to import (without .vrm extension)", "source": "user_input" }, { "name": "unity_project_path", "type": "file_path", "required": True, "default_value": "C:\\UnityProjects\\VRChatAvatars", "description": "Path to Unity3D project for VRChat avatars", "source": "user_input" }, { "name": "avatar_name", "type": "string", "required": True, "description": "Name for the VRChat avatar", "source": "user_input" }, { "name": "avatar_description", "type": "string", "required": False, "default_value": "Avatar imported via workflow", "description": "Description for the VRChat avatar", "source": "user_input" }, { "name": "build_output_path", "type": "file_path", "required": False, "default_value": "C:\\VRChatAvatars\\Builds", "description": "Output path for built avatar files", "source": "user_input" } ], "error_handling": { "on_error": "stop", "retry_count": 2, "rollback_steps": [], "error_notification": True }, "metadata": { "estimated_duration": "15-20 minutes", "complexity": "high", "requires": ["Unity3D", "VRChat SDK", "OSC-MCP"] } }, { "id": "vrm_to_resonite_with_osc", "name": "VRM to Resonite with OSC Control", "description": "Import VRM from avatar-mcp, process in Unity3D, upload to Resonite, and connect via OSC", "category": "avatar", "version": "1.0.0", "author": "Robotics Workflow System", "tags": ["avatar", "resonite", "unity3d", "osc", "vrm"], "steps": [ { "id": "step1", "order": 1, "name": "Get VRM from Avatar-MCP", "type": "mcp_tool", "mcp_server": "avatar", "tool_name": "avatar_management", "arguments": { "operation": "get_avatar", "avatar_id": "${vrm_name}", "source_path": "D:\\Dev\\repos\\avatar-mcp\\models" }, "required": True, "output_variable": "vrm_file_path" }, { "id": "step2", "order": 2, "name": "Launch Unity3D Editor", "type": "app_launch", "app_id": "unity3d", "app_config": { "desktop": 2, "monitor": 1, "project_path": "${unity_project_path}", "fullscreen": False }, "required": True }, { "id": "step3", "order": 3, "name": "Wait for Unity3D", "type": "delay", "arguments": {"delay": 5}, "required": False }, { "id": "step4", "order": 4, "name": "Import VRM to Unity3D", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_vrm_import", "arguments": { "operation": "import_vrm", "vrm_path": "${vrm_file_path}", "project_path": "${unity_project_path}", "create_prefab": True }, "required": True, "output_variable": "unity_prefab_path" }, { "id": "step5", "order": 5, "name": "Configure Resonite Avatar", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_resonite_sdk", "arguments": { "operation": "setup_resonite_avatar", "prefab_path": "${unity_prefab_path}", "avatar_name": "${avatar_name}", "configure_rig": True, "add_resonite_components": True }, "required": True, "output_variable": "resonite_avatar_path" }, { "id": "step6", "order": 6, "name": "Build Resonite Avatar", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_build", "arguments": { "operation": "build_avatar", "avatar_path": "${resonite_avatar_path}", "output_path": "${build_output_path}", "platform": "Windows" }, "required": True, "output_variable": "built_avatar_path" }, { "id": "step7", "order": 7, "name": "Upload to Resonite", "type": "mcp_tool", "mcp_server": "resonite", "tool_name": "resonite_avatar_upload", "arguments": { "operation": "upload_avatar", "avatar_file": "${built_avatar_path}", "avatar_name": "${avatar_name}" }, "required": True, "output_variable": "resonite_avatar_id" }, { "id": "step8", "order": 8, "name": "Launch Resonite", "type": "app_launch", "app_id": "resonite", "app_config": { "desktop": 2, "monitor": 2, "fullscreen": False }, "required": False }, { "id": "step9", "order": 9, "name": "Connect OSC to Resonite", "type": "mcp_tool", "mcp_server": "osc", "tool_name": "osc_connect", "arguments": { "operation": "connect", "host": "127.0.0.1", "port": 9001, "protocol": "udp" }, "required": True, "output_variable": "osc_connection_id" }, { "id": "step10", "order": 10, "name": "Send Avatar Selection via OSC", "type": "mcp_tool", "mcp_server": "osc", "tool_name": "osc_send", "arguments": { "operation": "send_message", "connection_id": "${osc_connection_id}", "address": "/avatar/load", "args": ["${resonite_avatar_id}"] }, "required": False } ], "variables": [ { "name": "vrm_name", "type": "string", "required": True, "description": "Name of the VRM file to import (without .vrm extension)", "source": "user_input" }, { "name": "unity_project_path", "type": "file_path", "required": True, "default_value": "C:\\UnityProjects\\ResoniteAvatars", "description": "Path to Unity3D project for Resonite avatars", "source": "user_input" }, { "name": "avatar_name", "type": "string", "required": True, "description": "Name for the Resonite avatar", "source": "user_input" }, { "name": "build_output_path", "type": "file_path", "required": False, "default_value": "C:\\ResoniteAvatars\\Builds", "description": "Output path for built avatar files", "source": "user_input" } ], "error_handling": { "on_error": "stop", "retry_count": 2, "rollback_steps": [], "error_notification": True }, "metadata": { "estimated_duration": "15-20 minutes", "complexity": "high", "requires": ["Unity3D", "Resonite SDK", "OSC-MCP"] } }, { "id": "dual_platform_avatar_deploy", "name": "Dual Platform Avatar Deployment", "description": "Import VRM, deploy to both VRChat and Resonite simultaneously, then connect OSC to both", "category": "avatar", "version": "1.0.0", "author": "Robotics Workflow System", "tags": ["avatar", "vrchat", "resonite", "unity3d", "osc", "parallel"], "steps": [ { "id": "step1", "order": 1, "name": "Get VRM from Avatar-MCP", "type": "mcp_tool", "mcp_server": "avatar", "tool_name": "avatar_management", "arguments": { "operation": "get_avatar", "avatar_id": "${vrm_name}", "source_path": "D:\\Dev\\repos\\avatar-mcp\\models" }, "required": True, "output_variable": "vrm_file_path" }, { "id": "step2", "order": 2, "name": "Launch Unity3D Editor", "type": "app_launch", "app_id": "unity3d", "app_config": { "desktop": 2, "monitor": 1, "project_path": "${unity_project_path}", "fullscreen": False }, "required": True }, { "id": "step3", "order": 3, "name": "Wait for Unity3D", "type": "delay", "arguments": {"delay": 5}, "required": False }, { "id": "step4", "order": 4, "name": "Import VRM to Unity3D", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_vrm_import", "arguments": { "operation": "import_vrm", "vrm_path": "${vrm_file_path}", "project_path": "${unity_project_path}", "create_prefab": True }, "required": True, "output_variable": "unity_prefab_path" }, { "id": "step5", "order": 5, "name": "Configure VRChat Avatar", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_vrchat_sdk", "arguments": { "operation": "setup_vrchat_avatar", "prefab_path": "${unity_prefab_path}", "avatar_name": "${avatar_name}_vrchat", "add_descriptor": True }, "required": True, "output_variable": "vrchat_avatar_path" }, { "id": "step6", "order": 6, "name": "Configure Resonite Avatar", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_resonite_sdk", "arguments": { "operation": "setup_resonite_avatar", "prefab_path": "${unity_prefab_path}", "avatar_name": "${avatar_name}_resonite", "configure_rig": True }, "required": True, "output_variable": "resonite_avatar_path" }, { "id": "step7", "order": 7, "name": "Build VRChat Avatar", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_build", "arguments": { "operation": "build_avatar", "avatar_path": "${vrchat_avatar_path}", "output_path": "${build_output_path}/vrchat", "platform": "Windows" }, "required": True, "output_variable": "built_vrchat_avatar" }, { "id": "step8", "order": 8, "name": "Build Resonite Avatar", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_build", "arguments": { "operation": "build_avatar", "avatar_path": "${resonite_avatar_path}", "output_path": "${build_output_path}/resonite", "platform": "Windows" }, "required": True, "output_variable": "built_resonite_avatar" }, { "id": "step9", "order": 9, "name": "Upload to VRChat", "type": "mcp_tool", "mcp_server": "vrchat", "tool_name": "vrchat_avatar_upload", "arguments": { "operation": "upload_avatar", "avatar_file": "${built_vrchat_avatar}", "avatar_name": "${avatar_name}_vrchat" }, "required": True, "output_variable": "vrchat_avatar_id" }, { "id": "step10", "order": 10, "name": "Upload to Resonite", "type": "mcp_tool", "mcp_server": "resonite", "tool_name": "resonite_avatar_upload", "arguments": { "operation": "upload_avatar", "avatar_file": "${built_resonite_avatar}", "avatar_name": "${avatar_name}_resonite" }, "required": True, "output_variable": "resonite_avatar_id" }, { "id": "step11", "order": 11, "name": "Launch VRChat", "type": "app_launch", "app_id": "vrchat", "app_config": { "desktop": 2, "monitor": 2, "fullscreen": False }, "required": False }, { "id": "step12", "order": 12, "name": "Launch Resonite", "type": "app_launch", "app_id": "resonite", "app_config": { "desktop": 2, "monitor": 3, "fullscreen": False }, "required": False }, { "id": "step13", "order": 13, "name": "Connect OSC to VRChat", "type": "mcp_tool", "mcp_server": "osc", "tool_name": "osc_connect", "arguments": { "operation": "connect", "host": "127.0.0.1", "port": 9000, "protocol": "udp", "name": "vrchat_connection" }, "required": True, "output_variable": "osc_vrchat_connection" }, { "id": "step14", "order": 14, "name": "Connect OSC to Resonite", "type": "mcp_tool", "mcp_server": "osc", "tool_name": "osc_connect", "arguments": { "operation": "connect", "host": "127.0.0.1", "port": 9001, "protocol": "udp", "name": "resonite_connection" }, "required": True, "output_variable": "osc_resonite_connection" }, { "id": "step15", "order": 15, "name": "Send VRChat Avatar via OSC", "type": "mcp_tool", "mcp_server": "osc", "tool_name": "osc_send", "arguments": { "operation": "send_message", "connection_id": "${osc_vrchat_connection}", "address": "/avatar/change", "args": ["${vrchat_avatar_id}"] }, "required": False }, { "id": "step16", "order": 16, "name": "Send Resonite Avatar via OSC", "type": "mcp_tool", "mcp_server": "osc", "tool_name": "osc_send", "arguments": { "operation": "send_message", "connection_id": "${osc_resonite_connection}", "address": "/avatar/load", "args": ["${resonite_avatar_id}"] }, "required": False } ], "variables": [ { "name": "vrm_name", "type": "string", "required": True, "description": "Name of the VRM file to import (without .vrm extension)", "source": "user_input" }, { "name": "unity_project_path", "type": "file_path", "required": True, "default_value": "C:\\UnityProjects\\MultiPlatformAvatars", "description": "Path to Unity3D project", "source": "user_input" }, { "name": "avatar_name", "type": "string", "required": True, "description": "Base name for the avatar (will be suffixed with _vrchat and _resonite)", "source": "user_input" }, { "name": "build_output_path", "type": "file_path", "required": False, "default_value": "C:\\Avatars\\Builds", "description": "Output path for built avatar files", "source": "user_input" } ], "error_handling": { "on_error": "continue", "retry_count": 2, "rollback_steps": ["step4"], "error_notification": True }, "metadata": { "estimated_duration": "20-25 minutes", "complexity": "very_high", "requires": ["Unity3D", "VRChat SDK", "Resonite SDK", "OSC-MCP"], "parallel_steps": ["step7", "step8", "step9", "step10"] } }, { "id": "worldlabs_splat_to_resonite", "name": "WorldLabs.ai Splat to Resonite", "description": "Download Gaussian splat from worldlabs.ai, import into Unity3D, and export to Resonite", "category": "avatar", "version": "1.0.0", "author": "Robotics Workflow System", "tags": ["splat", "worldlabs", "resonite", "unity3d", "gaussian", "neural_radiance"], "steps": [ { "id": "step1", "order": 1, "name": "Search WorldLabs.ai for Splat", "type": "mcp_tool", "mcp_server": "web", "tool_name": "web_scraper", "arguments": { "operation": "search", "url": "https://worldlabs.ai", "query": "${splat_search_query}", "content_type": "splat" }, "required": True, "output_variable": "splat_search_results" }, { "id": "step2", "order": 2, "name": "Select Splat from Results", "type": "mcp_tool", "mcp_server": "web", "tool_name": "web_scraper", "arguments": { "operation": "extract", "url": "${splat_url}", "extract_type": "splat_metadata" }, "required": True, "output_variable": "splat_metadata" }, { "id": "step3", "order": 3, "name": "Download Splat File", "type": "mcp_tool", "mcp_server": "web", "tool_name": "web_downloader", "arguments": { "operation": "download", "url": "${splat_download_url}", "output_path": "${download_output_path}", "file_type": "splat" }, "required": True, "output_variable": "splat_file_path" }, { "id": "step4", "order": 4, "name": "Extract Splat Archive", "type": "mcp_tool", "mcp_server": "file", "tool_name": "file_operations", "arguments": { "operation": "extract", "archive_path": "${splat_file_path}", "output_path": "${extracted_splat_path}", "format": "zip" }, "required": True, "output_variable": "extracted_splat_path" }, { "id": "step5", "order": 5, "name": "Launch Unity3D Editor", "type": "app_launch", "app_id": "unity3d", "app_config": { "desktop": 2, "monitor": 1, "project_path": "${unity_project_path}", "fullscreen": False }, "required": True }, { "id": "step6", "order": 6, "name": "Wait for Unity3D", "type": "delay", "arguments": {"delay": 5}, "required": False }, { "id": "step7", "order": 7, "name": "Import Splat to Unity3D", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_splat_import", "arguments": { "operation": "import_splat", "splat_path": "${extracted_splat_path}", "project_path": "${unity_project_path}", "splat_name": "${splat_name}", "import_settings": { "scale": "${splat_scale}", "position": "${splat_position}", "rotation": "${splat_rotation}" } }, "required": True, "output_variable": "unity_splat_object" }, { "id": "step8", "order": 8, "name": "Configure Splat for Resonite", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_resonite_sdk", "arguments": { "operation": "setup_resonite_splat", "splat_object": "${unity_splat_object}", "splat_name": "${splat_name}", "configure_lighting": True, "configure_collision": True, "optimize_for_resonite": True }, "required": True, "output_variable": "resonite_splat_path" }, { "id": "step9", "order": 9, "name": "Build Splat for Resonite", "type": "mcp_tool", "mcp_server": "unity3d", "tool_name": "unity_build", "arguments": { "operation": "build_splat", "splat_path": "${resonite_splat_path}", "output_path": "${build_output_path}", "platform": "Windows", "build_settings": { "compression": "high", "optimize": True } }, "required": True, "output_variable": "built_splat_path" }, { "id": "step10", "order": 10, "name": "Upload Splat to Resonite", "type": "mcp_tool", "mcp_server": "resonite", "tool_name": "resonite_world_upload", "arguments": { "operation": "upload_splat", "splat_file": "${built_splat_path}", "world_name": "${world_name}", "splat_name": "${splat_name}", "description": "${splat_description}", "tags": "${splat_tags}" }, "required": True, "output_variable": "resonite_splat_id" }, { "id": "step11", "order": 11, "name": "Launch Resonite", "type": "app_launch", "app_id": "resonite", "app_config": { "desktop": 2, "monitor": 2, "fullscreen": False }, "required": False }, { "id": "step12", "order": 12, "name": "Load Splat in Resonite", "type": "mcp_tool", "mcp_server": "resonite", "tool_name": "resonite_world_management", "arguments": { "operation": "load_splat", "splat_id": "${resonite_splat_id}", "world_name": "${world_name}" }, "required": False } ], "variables": [ { "name": "splat_search_query", "type": "string", "required": True, "description": "Search query for splat on worldlabs.ai", "source": "user_input" }, { "name": "splat_url", "type": "string", "required": False, "description": "Direct URL to splat page on worldlabs.ai (if known)", "source": "user_input" }, { "name": "splat_download_url", "type": "string", "required": False, "description": "Direct download URL for splat file (auto-detected if not provided)", "source": "step_output" }, { "name": "download_output_path", "type": "file_path", "required": False, "default_value": "C:\\Splats\\Downloads", "description": "Path to download splat files", "source": "user_input" }, { "name": "extracted_splat_path", "type": "file_path", "required": False, "default_value": "C:\\Splats\\Extracted", "description": "Path for extracted splat files", "source": "user_input" }, { "name": "unity_project_path", "type": "file_path", "required": True, "default_value": "C:\\UnityProjects\\ResoniteSplats", "description": "Path to Unity3D project for Resonite splats", "source": "user_input" }, { "name": "splat_name", "type": "string", "required": True, "description": "Name for the splat in Unity3D and Resonite", "source": "user_input" }, { "name": "splat_scale", "type": "number", "required": False, "default_value": 1.0, "description": "Scale factor for splat import (default: 1.0)", "source": "user_input" }, { "name": "splat_position", "type": "string", "required": False, "default_value": "0,0,0", "description": "Position for splat in Unity3D (format: x,y,z)", "source": "user_input" }, { "name": "splat_rotation", "type": "string", "required": False, "default_value": "0,0,0", "description": "Rotation for splat in Unity3D (format: x,y,z)", "source": "user_input" }, { "name": "build_output_path", "type": "file_path", "required": False, "default_value": "C:\\Splats\\Builds", "description": "Output path for built splat files", "source": "user_input" }, { "name": "world_name", "type": "string", "required": False, "default_value": "My Splat World", "description": "Name of the Resonite world to upload splat to", "source": "user_input" }, { "name": "splat_description", "type": "string", "required": False, "default_value": "Gaussian splat imported from worldlabs.ai", "description": "Description for the splat in Resonite", "source": "user_input" }, { "name": "splat_tags", "type": "string", "required": False, "default_value": "splat,gaussian,worldlabs", "description": "Comma-separated tags for the splat", "source": "user_input" } ], "error_handling": { "on_error": "stop", "retry_count": 3, "retry_delay": 2.0, "rollback_steps": ["step3", "step4"], "error_notification": True }, "metadata": { "estimated_duration": "25-30 minutes", "complexity": "very_high", "requires": ["Unity3D", "Resonite SDK", "Web Scraper MCP", "File Operations MCP"], "notes": "Requires Gaussian Splat importer plugin for Unity3D and Resonite SDK" } }, ]