# Nunchi AI MaaS

> MaaS (Memory-as-a-Service) is an enterprise memory API powered by the
> Synapsis engine. It provides persistent, contextual memory for AI agents
> and applications via a simple REST API.

- Authentication: Bearer token via `Authorization` header (key prefix: `mk_maas_`)
- Base URL: `https://maas.nunchiai.com/v1`
- Workspace scoping: `X-Workspace-Id` header required on all runtime requests
- Onboarding endpoint: `POST /api/v1/billing/maas/checkout-session`
- Runtime endpoints use `/v1/` prefix

## Core Documentation

- [Quick Start](https://maas.nunchiai.com/docs/quickstart.md): 5-minute integration with complete curl examples
- [API Reference](https://maas.nunchiai.com/docs/api-reference.md): All endpoints with full request/response schemas
- [Memory Atoms](https://maas.nunchiai.com/docs/concepts/atoms.md): Atom types, confidence scores, decay, storage
- [Anchors](https://maas.nunchiai.com/docs/concepts/anchors.md): Organizing memory by context scope
- [Recall & Injection](https://maas.nunchiai.com/docs/concepts/recall.md): Retrieving relevant memory before responses
- [Feedback Loop](https://maas.nunchiai.com/docs/concepts/feedback.md): Reinforcing memory that influenced output

## Integration Guides

- [Character Chat](https://maas.nunchiai.com/docs/guides/character-chat.md): Anchor-per-pair pattern for character memory
- [Enterprise Tutor](https://maas.nunchiai.com/docs/guides/enterprise-tutor.md): Learning progress tracking with memory atoms
- [Editorial / Content](https://maas.nunchiai.com/docs/guides/editorial.md): MaaS-powered content generation (IndiePulse pattern)

## Reference

- [Error Codes](https://maas.nunchiai.com/docs/errors.md): All error responses with resolution steps
- [SDK](https://maas.nunchiai.com/docs/sdk.md): Official SDK status and wrapper guidance
- [Changelog](https://maas.nunchiai.com/docs/changelog.md): Version history and breaking changes