> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Database Providers

> Compare database providers available for Agno storage.

Choose a provider based on the tables and execution mode your application needs. Provider capabilities vary. ClickHouse stores traces only.

## Relational Databases

> **[PostgreSQL](https://agno-v2.mintlify.site/database/providers/postgres/overview.md)**
>
> PostgreSQL relational database integration.

> **[Async PostgreSQL](https://agno-v2.mintlify.site/database/providers/async-postgres/overview.md)**
>
> Asynchronous PostgreSQL integration.

> **[MySQL](https://agno-v2.mintlify.site/database/providers/mysql/overview.md)**
>
> MySQL relational database integration.

> **[Async MySQL](https://agno-v2.mintlify.site/database/providers/async-mysql/overview.md)**
>
> Asynchronous MySQL integration.

> **[SQLite](https://agno-v2.mintlify.site/database/providers/sqlite/overview.md)**
>
> SQLite lightweight database integration.

> **[Async SQLite](https://agno-v2.mintlify.site/database/providers/async-sqlite/overview.md)**
>
> Asynchronous SQLite integration.

## NoSQL Databases

> **[MongoDB](https://agno-v2.mintlify.site/database/providers/mongo/overview.md)**
>
> MongoDB document database integration.

> **[Async MongoDB](https://agno-v2.mintlify.site/database/providers/async-mongo/overview.md)**
>
> Asynchronous MongoDB integration.

> **[Redis](https://agno-v2.mintlify.site/database/providers/redis/overview.md)**
>
> Redis in-memory data store integration.

> **[Valkey](https://agno-v2.mintlify.site/database/providers/valkey/overview.md)**
>
> Valkey in-memory data store integration.

> **[DynamoDB](https://agno-v2.mintlify.site/database/providers/dynamodb/overview.md)**
>
> Amazon DynamoDB NoSQL database.

> **[Firestore](https://agno-v2.mintlify.site/database/providers/firestore/overview.md)**
>
> Google Cloud Firestore integration.

> **[SurrealDB](https://agno-v2.mintlify.site/database/providers/surrealdb/overview.md)**
>
> SurrealDB multi-model database.

## Database Services

> **[Neon](https://agno-v2.mintlify.site/database/providers/neon/overview.md)**
>
> Neon serverless PostgreSQL integration.

> **[Supabase](https://agno-v2.mintlify.site/database/providers/supabase/overview.md)**
>
> Supabase PostgreSQL platform integration.

> **[SingleStore](https://agno-v2.mintlify.site/database/providers/singlestore/overview.md)**
>
> SingleStore distributed database integration.

## Observability

> **[ClickHouse](https://agno-v2.mintlify.site/database/providers/clickhouse/overview.md)**
>
> Traces-only OLAP backend. Pair with a row-store for sessions and memory.

## Storage & File Systems

> **[Google Cloud Storage](https://agno-v2.mintlify.site/database/providers/gcs/overview.md)**
>
> Google Cloud Storage integration.

> **[JSON](https://agno-v2.mintlify.site/database/providers/json/overview.md)**
>
> JSON file-based storage integration.

> **[In-Memory](https://agno-v2.mintlify.site/database/providers/in-memory/overview.md)**
>
> In-memory storage integration.

Connect a database to persist sessions, user memories, and [more](https://agno-v2.mintlify.site/database/overview.md).


This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.