@mastra/core
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Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
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type { Schema } from '@internal/ai-v6';\nimport type { ProviderDefinedTool, ToolExecutionOptions } from '@internal/external-types';\nimport {\n OpenAIReasoningSchemaCompatLayer,\n OpenAISchemaCompatLayer,\n GoogleSchemaCompatLayer,\n AnthropicSchemaCompatLayer,\n DeepSeekSchemaCompatLayer,\n MetaSchemaCompatLayer,\n applyCompatLayer,\n convertZodSchemaToAISDKSchema,\n jsonSchema,\n} from '@mastra/schema-compat';\nimport { z } from 'zod/v4';\nimport { MastraFGAPermissions } from '../../auth/ee';\nimport { backgroundOverrideJsonSchema, backgroundOverrideZodSchema } from '../../background-tasks';\nimport { MastraBase } from '../../base';\nimport { ErrorCategory, MastraError, ErrorDomain } from '../../error';\nimport type { Mastra } from '../../mastra';\nimport { SpanType, wrapMastra, EntityType, getOrCreateSpan, createObservabilityContext } from '../../observability';\nimport type { AnySpan } from '../../observability';\nimport { executeWithContext } from '../../observability/utils';\nimport { RequestContext } from '../../request-context';\nimport { isStandardSchemaWithJSON, toStandardSchema, standardSchemaToJSONSchema } from '../../schema';\nimport type { StandardSchemaWithJSON } from '../../schema';\nimport { isVercelTool, isProviderDefinedTool } from '../../tools/toolchecks';\nimport type { ToolOptions } from '../../utils';\nimport { safeStringify } from '../../utils';\nimport { isZodObject } from '../../utils/zod-utils';\n\nimport type { SuspendOptions } from '../../workflows';\nimport { ToolStream } from '../stream';\nimport type {\n CoreTool,\n McpMetadata,\n MastraToolInvocationOptions,\n ToolAction,\n VercelTool,\n VercelToolV5,\n} from '../types';\nimport { validateToolInput, validateToolOutput, validateToolSuspendData } from '../validation';\n\n/**\n * Types that can be converted to Mastra tools.\n * Includes provider-defined tools from external packages via ProviderDefinedTool.\n */\nexport type ToolToConvert = VercelTool | ToolAction<any, any, any> | VercelToolV5 | ProviderDefinedTool;\nexport type LogType = 'tool' | 'toolset' | 'client-tool';\n\ninterface LogOptions {\n agentName?: string;\n toolName: string;\n type?: 'tool' | 'toolset' | 'client-tool';\n}\n\ninterface LogMessageOptions {\n start: string;\n error: string;\n logData: Record<string, unknown>;\n}\n\nexport class CoreToolBuilder extends MastraBase {\n private originalTool: ToolToConvert;\n private options: ToolOptions;\n private logType?: LogType;\n\n constructor(input: {\n originalTool: ToolToConvert;\n options: ToolOptions;\n logType?: LogType;\n autoResumeSuspendedTools?: boolean;\n backgroundTaskEnabled?: boolean;\n }) {\n super({ name: 'CoreToolBuilder' });\n this.originalTool = input.originalTool;\n this.options = input.options;\n this.logType = input.logType;\n\n // Only inject the `_background` override schema for tools that are actually\n // eligible for background execution — otherwise every user tool's input\n // schema would be mutated with a v4 Zod field, which breaks v3-authored\n // tools (keyValidator._parse crashes in schema-compat validation).\n const isBackgroundEligible = !!input.backgroundTaskEnabled;\n const isResumableTool =\n input.autoResumeSuspendedTools ||\n (this.originalTool as unknown as ToolAction<any, any>).id?.startsWith('agent-') ||\n (this.originalTool as unknown as ToolAction<any, any>).id?.startsWith('workflow-');\n\n if (!isVercelTool(this.originalTool) && !isProviderDefinedTool(this.originalTool)) {\n if (isBackgroundEligible || isResumableTool) {\n let schema = this.originalTool.inputSchema;\n if (typeof schema === 'function') {\n schema = schema();\n }\n if (!schema) {\n schema = z.object({});\n }\n\n if (isZodObject(schema)) {\n let nextSchema = schema;\n if (isBackgroundEligible) {\n nextSchema = nextSchema.extend({\n _background: backgroundOverrideZodSchema,\n });\n }\n if (isResumableTool) {\n nextSchema = nextSchema.extend({\n suspendedToolRunId: z.string().describe('The runId of the suspended tool').nullable().optional(),\n resumeData: z\n .any()\n .describe('The resumeData object created from the resumeSchema of suspended tool')\n .optional(),\n });\n }\n this.originalTool.inputSchema = nextSchema;\n } else {\n // Non-Zod StandardSchemaWithJSON (e.g. JsonSchemaWrapper from JSONSchema7).\n // Extract JSON Schema, add suspend/resume fields, re-wrap.\n const jsonSchema = standardSchemaToJSONSchema(schema as any, { io: 'input' });\n if (jsonSchema && typeof jsonSchema === 'object' && jsonSchema.type === 'object') {\n if (isBackgroundEligible) {\n jsonSchema.properties = {\n ...jsonSchema.properties,\n _background: backgroundOverrideJsonSchema,\n };\n }\n if (isResumableTool) {\n jsonSchema.properties = {\n ...jsonSchema.properties,\n suspendedToolRunId: {\n type: ['string', 'null'],\n description: 'The runId of the suspended tool',\n },\n resumeData: {\n description: 'The resumeData object created from the resumeSchema of suspended tool',\n },\n };\n }\n this.originalTool.inputSchema = toStandardSchema(jsonSchema) as any;\n }\n }\n }\n }\n }\n\n // Helper to get parameters based on tool type\n private getParameters = () => {\n if (isVercelTool(this.originalTool)) {\n // Handle both 'parameters' (v4) and 'inputSchema' (v5) properties\n // Also handle case where the schema is a function that returns a schema\n let schema =\n this.originalTool.parameters ??\n ('inputSchema' in this.originalTool ? (this.originalTool as any).inputSchema : undefined) ??\n z.object({});\n\n // If schema is a function, call it to get the actual schema\n if (typeof schema === 'function') {\n schema = schema();\n }\n\n return schema;\n }\n\n // For Mastra tools, inputSchema might also be a function\n let schema = this.originalTool.inputSchema;\n\n if (isStandardSchemaWithJSON(schema)) {\n return schema;\n }\n\n // If schema is a function, call it to get the actual schema\n if (typeof schema === 'function') {\n schema = schema();\n }\n\n return schema;\n };\n\n private getOutputSchema = () => {\n if ('outputSchema' in this.originalTool) {\n let schema = this.originalTool.outputSchema;\n\n if (isStandardSchemaWithJSON(schema)) {\n return schema;\n }\n\n // If schema is a function, call it to get the actual schema\n if (typeof schema === 'function') {\n schema = schema();\n }\n\n return schema;\n }\n\n return null;\n };\n\n private getResumeSchema = () => {\n if ('resumeSchema' in this.originalTool) {\n let schema = this.originalTool.resumeSchema;\n\n // If schema is a function, call it to get the actual schema\n if (typeof schema === 'function') {\n schema = schema();\n }\n\n return schema;\n }\n return null;\n };\n\n private getSuspendSchema = () => {\n if ('suspendSchema' in this.originalTool) {\n let schema = this.originalTool.suspendSchema;\n\n // If schema is a function, call it to get the actual schema\n if (typeof schema === 'function') {\n schema = schema();\n }\n\n return schema;\n }\n return null;\n };\n\n // For provider-defined tools, we need to include all required properties\n // AI SDK v5 uses type: 'provider-defined', AI SDK v6 uses type: 'provider'\n private buildProviderTool(tool: ToolToConvert): (CoreTool & { id: `${string}.${string}` }) | undefined {\n if (\n 'type' in tool &&\n (tool.type === 'provider-defined' || tool.type === 'provider') &&\n 'id' in tool &&\n typeof tool.id === 'string' &&\n tool.id.includes('.')\n ) {\n // Get schema directly from provider-defined tool (v4 uses parameters, v5 uses inputSchema)\n let parameters: unknown =\n 'parameters' in tool ? tool.parameters : 'inputSchema' in tool ? (tool as any).inputSchema : undefined;\n\n // If schema is a function, call it to get the actual schema\n if (typeof parameters === 'function') {\n parameters = parameters();\n }\n\n // Get output schema directly from provider-defined tool\n let outputSchema: unknown = 'outputSchema' in tool ? (tool as any).outputSchema : undefined;\n\n // If schema is a function, call it to get the actual schema\n if (typeof outputSchema === 'function') {\n outputSchema = outputSchema();\n }\n\n // Convert parameters to AI SDK Schema format\n let processedParameters;\n if (parameters !== undefined && parameters !== null) {\n if (typeof parameters === 'object' && 'jsonSchema' in parameters) {\n // Already in AI SDK Schema format\n processedParameters = parameters;\n } else if (isStandardSchemaWithJSON(parameters)) {\n // StandardSchemaWithJSON - extract the JSON schema and wrap it\n // Use input since parameters represent tool input\n const jsonSchema = standardSchemaToJSONSchema(parameters, { io: 'input' });\n processedParameters = { jsonSchema };\n } else {\n // Assume Zod schema - convert to AI SDK Schema\n processedParameters = convertZodSchemaToAISDKSchema(parameters as any);\n }\n } else {\n // No schema provided - create default empty object schema for AI SDK v1 compatibility\n // OpenAI requires at minimum type: \"object\" even for tools without parameters\n processedParameters = {\n jsonSchema: {\n type: 'object',\n properties: {},\n additionalProperties: false,\n },\n };\n }\n\n // Convert output schema to AI SDK Schema format if present\n let processedOutputSchema;\n if (outputSchema !== undefined && outputSchema !== null) {\n if (typeof outputSchema === 'object' && 'jsonSchema' in outputSchema) {\n // Already in AI SDK Schema format\n processedOutputSchema = outputSchema;\n } else if (isStandardSchemaWithJSON(outputSchema)) {\n // StandardSchemaWithJSON - extract the JSON schema and wrap it\n const jsonSchema = standardSchemaToJSONSchema(outputSchema);\n processedOutputSchema = { jsonSchema };\n } else {\n // Assume Zod schema - convert to AI SDK Schema\n processedOutputSchema = convertZodSchemaToAISDKSchema(outputSchema as any);\n }\n }\n\n return {\n ...(processedOutputSchema ? { outputSchema: processedOutputSchema } : {}),\n type: 'provider-defined' as const,\n id: tool.id as `${string}.${string}`,\n // V5 SDK factories set a hardcoded `name` (e.g. \"web_search\" for\n // anthropic.web_search_20250305). Preserve it so that when this tool\n // is later used with a V6 provider, the bidirectional toolNameMapping\n // resolves the correct model-facing name instead of the versioned ID.\n ...('name' in tool && typeof tool.name === 'string' ? { name: tool.name } : {}),\n args: ('args' in this.originalTool ? this.originalTool.args : {}) as Record<string, unknown>,\n description: tool.description,\n parameters: processedParameters,\n execute: this.originalTool.execute\n ? this.createExecute(\n this.originalTool,\n { ...this.options, description: this.originalTool.description },\n this.logType,\n )\n : undefined,\n toModelOutput: 'toModelOutput' in this.originalTool ? this.originalTool.toModelOutput : undefined,\n transform: 'transform' in this.originalTool ? this.originalTool.transform : undefined,\n inputExamples: 'inputExamples' in this.originalTool ? this.originalTool.inputExamples : undefined,\n } as unknown as (CoreTool & { id: `${string}.${string}` }) | undefined;\n }\n\n return undefined;\n }\n\n private createLogMessageOptions({ agentName, toolName, type }: LogOptions): LogMessageOptions {\n const toolType = type === 'toolset' ? 'toolset' : 'tool';\n return {\n start: `Executing ${toolType}`,\n error: `Failed ${toolType} execution`,\n logData: { agent: agentName, tool: toolName },\n };\n }\n\n private createExecute(tool: ToolToConvert, options: ToolOptions, logType?: 'tool' | 'toolset' | 'client-tool') {\n // don't add memory, mastra, or tracing context to logging (tracingContext may contain sensitive observability credentials)\n const {\n logger,\n mastra: _mastra,\n memory: _memory,\n requestContext,\n model,\n tracingContext: _tracingContext,\n tracingPolicy: _tracingPolicy,\n ...rest\n } = options;\n const logModelObject = {\n modelId: model?.modelId,\n provider: model?.provider,\n specificationVersion: model?.specificationVersion,\n };\n\n const { start, logData } = this.createLogMessageOptions({\n agentName: options.agentName,\n toolName: options.name,\n type: logType,\n });\n\n // Extract MCP metadata once with proper typi