Developer Toolsfirebase.google.com &nearr;

Firebase API for AI Agents

Google app development platform

Firebase provides APIs for database, authentication, hosting, cloud messaging, and analytics. AI agents can use Firebase to manage app data, send push notifications, authenticate users, and deploy updates.

What AI agents can do with Firebase

Structured actions an AI agent can execute through the Firebase API

Action

Description

Inputs

Outputs

getDocument

Read a Firestore document

collection, document_id

data, exists, create_time

setDocument

Create or update a Firestore document

collection, document_id, data, merge

write_time

queryCollection

Query documents in a collection

collection, where, order_by, limit

documents[], size

sendNotification

Send a push notification via FCM

token, title, body, data

message_id, success

Use cases for Firebase + AI agents

App data management through Firestore
Push notification delivery
User authentication workflows
Real-time database updates
Cloud function triggering

How to connect Firebase to an AI agent

1Set up a Firebase project and get service account credentials
2Generate an AgentSpec for Firestore and FCM actions
3Define document CRUD and notification actions
4Publish for agent discovery
5Configure security rules for agent access

Best practices

✓Use Firestore security rules to limit agent access

✓Structure documents for efficient agent queries

✓Batch writes for multiple document updates

✓Use server timestamps instead of client timestamps

✓Handle offline scenarios gracefully

Frequently asked questions

Can AI agents use Firebase Firestore?+

Yes. Agents perform CRUD operations through structured actions. Use the Admin SDK for server-side access with full permissions, or client SDK with security rules for scoped access.

How do agents send push notifications with Firebase?+

Through Firebase Cloud Messaging (FCM). The agent sends a notification payload with a device token, title, and body. FCM handles delivery to iOS, Android, and web clients.

Firebase vs Supabase for AI agents?+

Both work well. Firebase offers a NoSQL document model (Firestore) while Supabase uses PostgreSQL. Choose based on your data model preference and existing infrastructure.