Mastra class

The Mastra class is the central orchestrator in any Mastra application, managing agents, workflows, storage, logging, observability, and more. Typically, you create a single instance of Mastra to coordinate your application.

Think of Mastra as a top-level registry where you register agents, workflows, tools, and other components that need to be accessible throughout your application.

Usage example

src/mastra/index.ts

import { Mastra } from '@mastra/core'
import { PinoLogger } from '@mastra/loggers'
import { LibSQLStore } from '@mastra/libsql'
import { weatherWorkflow } from './workflows/weather-workflow'
import { weatherAgent } from './agents/weather-agent'

export const mastra = new Mastra({
  workflows: { weatherWorkflow },
  agents: { weatherAgent },
  storage: new LibSQLStore({
    id: 'mastra-storage',
    url: ':memory:',
  }),
  logger: new PinoLogger({
    name: 'Mastra',
    level: 'info',
  }),
})

Enable scheduled notification dispatch when deferred notification records and notification summaries should be delivered automatically through the workflow scheduler:

src/mastra/index.ts

export const mastra = new Mastra({
  agents: { supportAgent },
  storage,
  notifications: {
    dispatch: {
      enabled: true,
      cron: '*/1 * * * *',
      batchSize: 100,
    },
  },
})

notifications.dispatch.enabled registers an internal workflow with the default cron */1 * * * *. The dispatcher reads due notification records from storage, groups summaries by agentId, resourceId, and threadId, and emits signals through the agent thread runtime. It isn't a user-facing entrypoint.

Constructor parameters

Visit the Configuration reference for detailed documentation on all available configuration options.

agents?:

Record<string, Agent>

= {}

Agent instances to register, keyed by name

tools?:

Record<string, ToolApi>

= {}

Custom tools to register. Structured as a key-value pair, with keys being the tool name and values being the tool function.

storage?:

MastraCompositeStore

Storage engine instance for persisting data

vectors?:

Record<string, MastraVector>

Vector store instance, used for semantic search and vector-based tools (eg Pinecone, PgVector or Qdrant)

logger?:

Logger

= Console logger with INFO level

Logger instance created with new PinoLogger()

idGenerator?:

(context?: IdGeneratorContext) => string

Custom ID generator function. Used by agents, workflows, memory, and other components to generate unique identifiers. Receives optional context such as idType, source, entityId, and threadId to support context-aware ID formats.

workflows?:

Record<string, Workflow>

= {}

Workflows to register. Structured as a key-value pair, with keys being the workflow name and values being the workflow instance.

tts?:

Record<string, MastraVoice>

Text-to-speech providers for voice synthesis

observability?:

ObservabilityEntrypoint

Observability configuration for tracing and monitoring

environment?:

string

Deployment environment name (e.g. `production`, `staging`, `development`). When set, automatically attached to all observability signals so they can be filtered by environment without passing `tracingOptions.metadata.environment` on each call. Falls back to `process.env.NODE_ENV` when unset; left undefined if neither is set. Per-call `tracingOptions.metadata.environment` always takes precedence.

deployer?:

MastraDeployer

An instance of a MastraDeployer for managing deployments.

server?:

ServerConfig

Server configuration including port, host, timeout, API routes, middleware, CORS settings, and build options for Swagger UI, API request logging, and OpenAPI docs.

mcpServers?:

Record<string, MCPServerBase>

An object where keys are registry keys (used for getMCPServer()) and values are instances of MCPServer or classes extending MCPServerBase. Each MCPServer must have an id property. Servers can be retrieved by registry key using getMCPServer() or by their intrinsic id using getMCPServerById().

bundler?:

BundlerConfig

= { externals: [], sourcemap: false, transpilePackages: [], dynamicPackages: [] }

Configuration for the asset bundler with options for externals, sourcemap, transpilePackages, and dynamicPackages.

scorers?:

Record<string, Scorer>

= {}

Scorers for evaluating agent responses and workflow outputs

processors?:

Record<string, Processor>

= {}

Input/output processors for transforming agent inputs and outputs

gateways?:

Record<string, MastraModelGateway>

= {}

Custom model gateways to register for accessing AI models through alternative providers or private deployments. Structured as a key-value pair, with keys being the registry key (used for getGateway()) and values being gateway instances.

memory?:

Record<string, MastraMemory>

= {}

Memory instances to register. These can be referenced by stored agents and resolved at runtime. Structured as a key-value pair, with keys being the registry key and values being memory instances.

notifications?:

object

Runtime configuration for notification signal dispatch.

object

dispatch?:

NotificationDispatchConfig

Scheduled dispatch configuration for deferred notifications and notification summaries. Dispatch is enabled by default.

object

enabled?:

boolean

Set to `false` to opt out of automatic scheduled notification dispatch.

cron?:

string

Cron schedule used by the internal notification dispatcher workflow.

batchSize?:

number

Maximum number of due notification records to process per dispatch run.

versions?:

VersionOverrides

Global version overrides for sub-agent delegation. When a supervisor agent delegates to a sub-agent, these overrides determine which stored version of that sub-agent to use instead of the code-defined default. Requires the editor package to be configured. See [Sub-agent versioning](/docs/editor/overview#sub-agent-versioning) for details.

VersionOverrides

agents?:

Record<string, VersionSelector>

A map of agent IDs to their version selectors. Each selector can target a specific version by ID or by publication status.

VersionSelector

versionId?:

string

The ID of a specific version to use.

status?:

'draft' | 'published'

Select the latest version with this publication status.