# MemoryOS

## Docs

- [POST /v1/memories/add](https://memoryengine.mintlify.app/api-reference/add.md): Queue conversation ingestion for memory extraction.
- [GET /v1/memories/edtech-profile](https://memoryengine.mintlify.app/api-reference/edtech-profile.md): Fetch the structured EdTech profile for a student when the tenant has EdTech enabled.
- [Errors](https://memoryengine.mintlify.app/api-reference/errors.md): Error response format, status codes, and current public error codes.
- [POST /v1/memories/retrieve](https://memoryengine.mintlify.app/api-reference/retrieve.md): Retrieve relevant memories for an end user and build prompt-ready context.
- [Universal Memory APIs](https://memoryengine.mintlify.app/api-reference/universal.md): Cross-agent Memory Passport endpoints for consented universal memory.
- [Authentication](https://memoryengine.mintlify.app/authentication.md): How tenant API keys, agent API keys, and UUI tokens work in MemoryOS.
- [Degradation Modes](https://memoryengine.mintlify.app/concepts/degradation.md): How MemoryOS behaves when quotas or dependencies force partial service.
- [Domain Schemas](https://memoryengine.mintlify.app/concepts/domain-schemas.md): How MemoryOS separates the General Engine from domain-specific engines such as EdTech and Support.
- [General Engine](https://memoryengine.mintlify.app/concepts/general-engine.md): The default MemoryOS engine for tenant-scoped AI memory across assistants, copilots, agents, and SaaS products.
- [Memories](https://memoryengine.mintlify.app/concepts/memories.md): The MemoryOS memory model for both tenant-scoped and universal memories.
- [MemoryEngine](https://memoryengine.mintlify.app/concepts/memory-engine.md): How MemoryOS extracts, ranks, formats, and protects AI memory.
- [Memory Lifecycle and Versioning](https://memoryengine.mintlify.app/concepts/memory-lifecycle.md): How memories decay, archive, promote to hot cache, and keep version history.
- [Memory Passport](https://memoryengine.mintlify.app/concepts/memory-passport.md): How MemoryOS lets a user create one identity and control what each AI agent can access.
- [Quality Gate](https://memoryengine.mintlify.app/concepts/quality-gate.md): How MemoryOS filters low-value or risky write traffic before it becomes memory.
- [Rate Limits](https://memoryengine.mintlify.app/concepts/rate-limits.md): Per-user request rates and plan-level usage limits for MemoryOS tenants.
- [Customer Support Schema](https://memoryengine.mintlify.app/concepts/support-domain.md): How MemoryOS remembers customer support context for support bots, copilots, and multi-vertical helpdesk platforms.
- [Cookbook: choosing an engine](https://memoryengine.mintlify.app/cookbooks/domain-selection.md): Choose between the general engine, available domain schemas, and upcoming domain-specific engines.
- [Cookbook: EdTech tutor](https://memoryengine.mintlify.app/cookbooks/edtech-tutor.md): Build tutoring, exam-prep, and learning apps with the EdTech domain schema.
- [Cookbook: general AI memory](https://memoryengine.mintlify.app/cookbooks/general-ai-memory.md): Add tenant-scoped long-term memory to a chatbot, copilot, or assistant using the general MemoryOS engine.
- [Cookbook: Support Agent Memory](https://memoryengine.mintlify.app/cookbooks/support-agent.md): Build a production-ready support agent that combines MemoryOS customer memory with your live support tools.
- [Anthropic Integration](https://memoryengine.mintlify.app/guides/anthropic.md): Complete working MemoryOS integration with Anthropic Claude.
- [Cross-agent Integration](https://memoryengine.mintlify.app/guides/cross-agent.md): Tell users about MemoryOS and generate consent links from your tenant app.
- [Cross-agent Memory Sharing](https://memoryengine.mintlify.app/guides/cross-agent-sharing.md): Production-oriented Memory Passport flow for consented memory across agents.
- [EdTech domain guide](https://memoryengine.mintlify.app/guides/edtech-domain.md): Understand how the EdTech schema works for tutoring, learning apps, exam prep, and student memory.
- [OpenAI Integration](https://memoryengine.mintlify.app/guides/openai.md): Complete working MemoryOS integration with the OpenAI Python and TypeScript SDKs.
- [Webhooks](https://memoryengine.mintlify.app/guides/webhooks.md): Configure tenant webhooks, understand event types, and verify MemoryOS webhook signatures.
- [Introduction](https://memoryengine.mintlify.app/introduction.md): Choose the right MemoryOS path: General Engine, domain-specific memory, or Memory Passport.
- [Quickstart](https://memoryengine.mintlify.app/quickstart.md): Install the SDK, store a tenant-scoped memory, retrieve it, and use MemoryOS in a real AI call.
- [MemoryOS MCP Server](https://memoryengine.mintlify.app/sdk/mcp.md): Run MemoryOS as a sidecar tool server for AI agents, IDEs, and local assistants.
- [Python SDK](https://memoryengine.mintlify.app/sdk/python.md): Reference for the MemoryOS Python SDK, including tenant-scoped memory clients and the universal Memory Passport client.
- [TypeScript SDK](https://memoryengine.mintlify.app/sdk/typescript.md): Reference for the MemoryOS TypeScript SDK, including tenant-scoped memory and the universal Memory Passport client.

## OpenAPI Specs

- [openapi](https://memoryengine.mintlify.app/api-reference/openapi.json)