MemoraCore is the memory and governance layer for production AI agents — so they remember users, behave consistently, and escalate safely.
That's fine for demos — it breaks real products.
This isn't a model problem. It's an infrastructure problem.
Infrastructure that gives your agents identity, limits, and accountability.
Agents remember users across sessions. Preferences, context, and history persist.
What's remembered, reinforced, or forgotten is controlled — not random.
Confidence checks, rate limits, and automatic escalation when agents are uncertain.
Know why an agent responded the way it did. Full audit trail.
import { MemoraCore } from '@memoracore/sdk'
const client = new MemoraCore({ apiKey: process.env.MEMORACORE_API_KEY })
const agent = client.agent('support-agent-v1')
// Chat with memory
const response = await agent.chat({
userId: 'user_123',
message: 'I need help with my subscription'
})
// Agent remembers this user's preferences and past issues
console.log(response.message)
console.log(response.memoryContext) // { typesUsed: ['user-preference', 'past-issue'] }
// Listen for events
agent.on('escalation', (data) => {
// Handle escalation with full transcript and summary
notifySupport(data.summary, data.transcriptUrl)
})Pay based on active users. An active user is anyone with stored memories in the billing period.
MemoraCore enforces limits. Stripe just handles billing.