@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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{ randomUUID } from 'node:crypto';\nimport type { Agent } from '../agent';\nimport { getAllAITracing, setupAITracing, shutdownAITracingRegistry } from '../ai-tracing';\nimport type { ObservabilityRegistryConfig } from '../ai-tracing';\nimport type { BundlerConfig } from '../bundler/types';\nimport { InMemoryServerCache } from '../cache';\nimport type { MastraServerCache } from '../cache';\nimport type { MastraDeployer } from '../deployer';\nimport { MastraError, ErrorDomain, ErrorCategory } from '../error';\nimport { EventEmitterPubSub } from '../events/event-emitter';\nimport type { PubSub } from '../events/pubsub';\nimport type { Event } from '../events/types';\nimport { AvailableHooks, registerHook } from '../hooks';\nimport type { MastraModelGateway } from '../llm/model/gateways';\nimport { LogLevel, noopLogger, ConsoleLogger } from '../logger';\nimport type { IMastraLogger } from '../logger';\nimport type { MCPServerBase } from '../mcp';\nimport type { MastraMemory } from '../memory/memory';\nimport type { MastraScorer } from '../scores';\nimport type { Middleware, ServerConfig } from '../server/types';\nimport type { MastraStorage } from '../storage';\nimport { augmentWithInit } from '../storage/storageWithInit';\nimport { InstrumentClass, Telemetry } from '../telemetry';\nimport type { OtelConfig } from '../telemetry';\nimport type { MastraTTS } from '../tts';\nimport type { MastraIdGenerator } from '../types';\nimport type { MastraVector } from '../vector';\nimport type { Workflow } from '../workflows';\nimport { WorkflowEventProcessor } from '../workflows/evented/workflow-event-processor';\nimport type { LegacyWorkflow } from '../workflows/legacy';\nimport { createOnScorerHook } from './hooks';\n\n/**\n * Configuration interface for initializing a Mastra instance.\n *\n * The Config interface defines all the optional components that can be registered\n * with a Mastra instance, including agents, workflows, storage, logging, and more.\n *\n * @template TAgents - Record of agent instances keyed by their names\n * @template TLegacyWorkflows - Record of legacy workflow instances\n * @template TWorkflows - Record of workflow instances\n * @template TVectors - Record of vector store instances\n * @template TTTS - Record of text-to-speech instances\n * @template TLogger - Logger implementation type\n * @template TVNextNetworks - Record of agent network instances\n * @template TMCPServers - Record of MCP server instances\n * @template TScorers - Record of scorer instances\n *\n * @example\n * ```typescript\n * const mastra = new Mastra({\n * agents: {\n * weatherAgent: new Agent({\n * name: 'weather-agent',\n * instructions: 'You help with weather information',\n * model: 'openai/gpt-5'\n * })\n * },\n * storage: new LibSQLStore({ url: ':memory:' }),\n * logger: new PinoLogger({ name: 'MyApp' })\n * });\n * ```\n */\nexport interface Config<\n TAgents extends Record<string, Agent<any>> = Record<string, Agent<any>>,\n TLegacyWorkflows extends Record<string, LegacyWorkflow> = Record<string, LegacyWorkflow>,\n TWorkflows extends Record<string, Workflow<any, any, any, any, any, any>> = Record<\n string,\n Workflow<any, any, any, any, any, any>\n >,\n TVectors extends Record<string, MastraVector<any>> = Record<string, MastraVector<any>>,\n TTTS extends Record<string, MastraTTS> = Record<string, MastraTTS>,\n TLogger extends IMastraLogger = IMastraLogger,\n TMCPServers extends Record<string, MCPServerBase> = Record<string, MCPServerBase>,\n TScorers extends Record<string, MastraScorer<any, any, any, any>> = Record<string, MastraScorer<any, any, any, any>>,\n> {\n /**\n * Agents are autonomous systems that can make decisions and take actions.\n */\n agents?: TAgents;\n\n /**\n * Storage provider for persisting data, conversation history, and workflow state.\n * Required for agent memory and workflow persistence.\n */\n storage?: MastraStorage;\n\n /**\n * Vector stores for semantic search and retrieval-augmented generation (RAG).\n * Used for storing and querying embeddings.\n */\n vectors?: TVectors;\n\n /**\n * Logger implementation for application logging and debugging.\n * Set to `false` to disable logging entirely.\n * @default `INFO` level in development, `WARN` in production.\n */\n logger?: TLogger | false;\n\n /**\n * Legacy workflow definitions for backward compatibility.\n * @deprecated Use `workflows` instead.\n */\n legacy_workflows?: TLegacyWorkflows;\n\n /**\n * Workflows provide type-safe, composable task execution with built-in error handling.\n */\n workflows?: TWorkflows;\n\n /**\n * Text-to-speech providers for voice synthesis capabilities.\n */\n tts?: TTTS;\n\n /**\n * OpenTelemetry configuration for distributed tracing and observability.\n *\n * @deprecated Use {@link observability} instead.\n */\n telemetry?: OtelConfig;\n\n /**\n * AI-specific observability configuration for tracking model interactions.\n */\n observability?: ObservabilityRegistryConfig;\n\n /**\n * Custom ID generator function for creating unique identifiers.\n * @default `crypto.randomUUID()`\n */\n idGenerator?: MastraIdGenerator;\n\n /**\n * Deployment provider for publishing applications to cloud platforms.\n */\n deployer?: MastraDeployer;\n\n /**\n * Server configuration for HTTP endpoints and middleware.\n */\n server?: ServerConfig;\n\n /**\n * MCP servers provide tools and resources that agents can use.\n */\n mcpServers?: TMCPServers;\n\n /**\n * Bundler configuration for packaging and deployment.\n */\n bundler?: BundlerConfig;\n\n /**\n * Pub/sub system for event-driven communication between components.\n * @default EventEmitterPubSub\n */\n pubsub?: PubSub;\n\n /**\n * Scorers help assess the quality of agent responses and workflow outputs.\n */\n scorers?: TScorers;\n\n /**\n * Server middleware functions to be applied to API routes\n * Each middleware can specify a path pattern (defaults to '/api/*')\n * @deprecated use server.middleware instead\n */\n serverMiddleware?: Array<{\n handler: (c: any, next: () => Promise<void>) => Promise<Response | void>;\n path?: string;\n }>;\n\n // @deprecated add memory to your Agent directly instead\n memory?: never;\n\n /**\n * Custom model router gateways for accessing LLM providers.\n * Gateways handle provider-specific authentication, URL construction, and model resolution.\n */\n gateways?: Record<string, MastraModelGateway>;\n\n /**\n * Event handlers for custom application events.\n * Maps event topics to handler functions for event-driven architectures.\n */\n events?: {\n [topic: string]: (\n event: Event,\n cb?: () => Promise<void>,\n ) => Promise<void> | ((event: Event, cb?: () => Promise<void>) => Promise<void>)[];\n };\n}\n\n@InstrumentClass({\n prefix: 'mastra',\n excludeMethods: ['getLogger', 'getTelemetry'],\n})\n/**\n * The central orchestrator for Mastra applications, managing agents, workflows, storage, logging, telemetry, and more.\n *\n * The `Mastra` class serves as the main entry point and registry for all components in a Mastra application.\n * It coordinates the interaction between agents, workflows, storage systems, and other services.\n\n * @template TAgents - Record of agent instances keyed by their names\n * @template TLegacyWorkflows - Record of legacy workflow instances for backward compatibility\n * @template TWorkflows - Record of modern workflow instances\n * @template TVectors - Record of vector store instances for semantic search and RAG\n * @template TTTS - Record of text-to-speech provider instances\n * @template TLogger - Logger implementation type for application logging\n * @template TVNextNetworks - Record of next-generation agent network instances\n * @template TMCPServers - Record of Model Context Protocol server instances\n * @template TScorers - Record of evaluation scorer instances for measuring AI performance\n *\n * @example\n * ```typescript\n * const mastra = new Mastra({\n * agents: {\n * weatherAgent: new Agent({\n * name: 'weather-agent',\n * instructions: 'You provide weather information',\n * model: 'openai/gpt-5',\n * tools: [getWeatherTool]\n * })\n * },\n * workflows: { dataWorkflow },\n * storage: new LibSQLStore({ url: ':memory:' }),\n * logger: new PinoLogger({ name: 'MyApp' })\n * });\n * ```\n */\nexport class Mastra<\n TAgents extends Record<string, Agent<any>> = Record<string, Agent<any>>,\n TLegacyWorkflows extends Record<string, LegacyWorkflow> = Record<string, LegacyWorkflow>,\n TWorkflows extends Record<string, Workflow<any, any, any, any, any, any>> = Record<\n string,\n Workflow<any, any, any, any, any, any>\n >,\n TVectors extends Record<string, MastraVector<any>> = Record<string, MastraVector<any>>,\n TTTS extends Record<string, MastraTTS> = Record<string, MastraTTS>,\n TLogger extends IMastraLogger = IMastraLogger,\n TMCPServers extends Record<string, MCPServerBase> = Record<string, MCPServerBase>,\n TScorers extends Record<string, MastraScorer<any, any, any, any>> = Record<string, MastraScorer<any, any, any, any>>,\n> {\n #vectors?: TVectors;\n #agents: TAgents;\n #logger: TLogger;\n #legacy_workflows: TLegacyWorkflows;\n #workflows: TWorkflows;\n #tts?: TTTS;\n #deployer?: MastraDeployer;\n #serverMiddleware: Array<{\n handler: (c: any, next: () => Promise<void>) => Promise<Response | void>;\n path: string;\n }> = [];\n\n /**\n * @deprecated Use {@link getAITracing()} instead.\n */\n #telemetry?: Telemetry;\n #storage?: MastraStorage;\n #memory?: MastraMemory;\n #scorers?: TScorers;\n #server?: ServerConfig;\n #mcpServers?: TMCPServers;\n #bundler?: BundlerConfig;\n #idGenerator?: MastraIdGenerator;\n #pubsub: PubSub;\n #gateways?: Record<string, MastraModelGateway>;\n #events: {\n [topic: string]: ((event: Event, cb?: () => Promise<void>) => Promise<void>)[];\n } = {};\n #internalMastraWorkflows: Record<string, Workflow> = {};\n // This is only used internally for server handlers that require temporary persistence\n #serverCache: MastraServerCache;\n\n /**\n * @deprecated use {@link getAITracing()} instead\n */\n get telemetry() {\n return this.#telemetry;\n }\n\n /**\n * @deprecated use getStorage() instead\n */\n get storage() {\n return this.#storage;\n }\n\n /**\n * @deprecated use getMemory() instead\n */\n get memory() {\n return this.#memory;\n }\n\n get pubsub() {\n return this.#pubsub;\n }\n\n /**\n * Gets the currently configured ID generator function.\n *\n * @example\n * ```typescript\n * const mastra = new Mastra({\n * idGenerator: () => `custom-${Date.now()}`\n * });\n * const generator = mastra.getIdGenerator();\n * console.log(generator?.()); // \"custom-1234567890\"\n * ```\n */\n public getIdGenerator() {\n return this.#idGenerator;\n }\n\n /**\n * Generates a unique identifier using the configured generator or defaults to `crypto.randomUUID()`.\n *\n * This method is used internally by Mastra for creating unique IDs for various entities\n * like workflow runs, agent conversations, and other resources that need unique identification.\n *\n * @throws {MastraError} When the custom ID generator returns an empty string\n *\n * @example\n * ```typescript\n * const mastra = new Mastra();\n * const id = mastra.generateId();\n * console.log(id); // \"550e8400-e29b-41d4-a716-446655440000\"\n * ```\n */\n public generateId(): string {\n if (this.#idGenerator) {\n const id = this.#idGenerator();\n if (!id) {\n const error = new MastraError({\n id: 'MASTRA_ID_GENERATOR_RETURNED_EMPTY_STRING',\n domain: ErrorDomain.MASTRA,\n category: ErrorCategory.USER,\n text: 'ID generator returned an empty string, which is not allowed',\n });\n this.#logger?.trackException(error);\n throw error;\n }\n return id;\n }\n return randomUUID();\n }\n\n /**\n * Sets a custom ID generator function for creating unique identifiers.\n *\n * The ID generator function will be used by `generateId()` instead of the default\n * `crypto.randomUUID()`. This is useful for creating application-specific ID formats\n * or integrating with existing ID generation systems.\n *\n * @example\n * ```typescript\n * const mastra = new Mastra();\n * mastra.setIdGenerator(() => `custom-${Date.now()}`);\n * const id = mastra.generateId();\n * console.log(id); // \"custom-1234567890\"\n * ```\n */\n public setIdGenerator(idGenerator: MastraIdGenerator) {\n this.#idGenerator = idGenerator;\n }\n\n /**\n * Creates a new Mastra instance with the provided configuration.\n *\n * The constructor initializes all the components specified in the config, sets up\n * internal systems like logging and telemetry, and registers components with each other.\n *\n * @example\n * ```typescript\n * const mastra = new Mastra({\n * agents: {\n * assistant: new Agent({\n * name: 'assistant',\n * instructions: 'You are a helpful assistant',\n * model: 'openai/gpt-5'\n * })\n * },\n * storage: new PostgresStore({\n * connectionString: process.env.DATABASE_URL\n * }),\n * logger: new PinoLogger({ name: 'MyApp' })\n * });\n * ```\n */\n constructor(config?: Config<TAgents, TLegacyWorkflows, TWorkflows, TVectors, TTTS, TLogger, TMCPServers, TScorers>) {\n // Store server middleware with default path\n if (config?.serverMiddleware) {\n this.#serverMiddleware = config.serverMiddleware.map(m => ({\n handler: m.handler,\n path: m.path || '/api/*',\n }));\n }\n\n /*\n Server Cache\n */\n\n // This is only used internally for server handlers that require temporary persistence\n this.#serverCache = new InMemoryServerCache();\n\n /*\n Events\n */\n if (config?.pubsub) {\n this.#pubsub = config.pubsub;\n } else {\n this.#pubsub = new EventEmitterPubSub();\n }\n\n this.#events = {};\n for (const topic in config?.events ?? {}) {\n if (!Array.isArray(config?.events?.[topic])) {\n this.#events[topic] = [config?.events?.[topic] as any];\n } else {\n this.#events[topic] = config?.events?.[topic] ?? [];\n }\n }\n\n const workflowEventProcessor = new WorkflowEventProcessor({ mastra: this });\n const workflowEventCb = async (event: Event, cb?: () => Promise<void>): Promise<void> => {\n try {\n await workflowEventProcessor.process(event, cb);\n } catch (e) {\n console.error('Error processing event', e);\n }\n };\n if (this.#events.workflows) {\n this.#events.workflows.push(workflowEventCb);\n } else {\n this.#events.workflows = [workflowEventCb];\n }\n\n /*\n Logger\n */\n\n let logger: TLogger;\n if (config?.logger === false) {\n logger = noopLogger as unknown as TLogger;\n } else {\n if (config?.logger) {\n logger = con