> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-docs-scavio-google-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

<CardGroup cols={3}>
  <Card title="PostgreSQL" icon="database" iconType="duotone" href="/database/providers/postgres/overview">
    PostgreSQL relational database integration.
  </Card>

  <Card title="Async PostgreSQL" icon="database" iconType="duotone" href="/database/providers/async-postgres/overview">
    Asynchronous PostgreSQL integration.
  </Card>

  <Card title="MySQL" icon="database" iconType="duotone" href="/database/providers/mysql/overview">
    MySQL relational database integration.
  </Card>

  <Card title="Async MySQL" icon="database" iconType="duotone" href="/database/providers/async-mysql/overview">
    Asynchronous MySQL integration.
  </Card>

  <Card title="SQLite" icon="database" iconType="duotone" href="/database/providers/sqlite/overview">
    SQLite lightweight database integration.
  </Card>

  <Card title="Async SQLite" icon="database" iconType="duotone" href="/database/providers/async-sqlite/overview">
    Asynchronous SQLite integration.
  </Card>
</CardGroup>

## NoSQL Databases

<CardGroup cols={3}>
  <Card title="MongoDB" icon="leaf" iconType="duotone" href="/database/providers/mongo/overview">
    MongoDB document database integration.
  </Card>

  <Card title="Async MongoDB" icon="leaf" iconType="duotone" href="/database/providers/async-mongo/overview">
    Asynchronous MongoDB integration.
  </Card>

  <Card title="Redis" icon="database" iconType="duotone" href="/database/providers/redis/overview">
    Redis in-memory data store integration.
  </Card>

  <Card title="Valkey" icon="database" iconType="duotone" href="/database/providers/valkey/overview">
    Valkey in-memory data store integration.
  </Card>

  <Card title="DynamoDB" icon="aws" iconType="duotone" href="/database/providers/dynamodb/overview">
    Amazon DynamoDB NoSQL database.
  </Card>

  <Card title="Firestore" icon="fire" iconType="duotone" href="/database/providers/firestore/overview">
    Google Cloud Firestore integration.
  </Card>

  <Card title="SurrealDB" icon="database" iconType="duotone" href="/database/providers/surrealdb/overview">
    SurrealDB multi-model database.
  </Card>
</CardGroup>

## Database Services

<CardGroup cols={3}>
  <Card title="Neon" icon="cloud" iconType="duotone" href="/database/providers/neon/overview">
    Neon serverless PostgreSQL integration.
  </Card>

  <Card title="Supabase" icon="database" iconType="duotone" href="/database/providers/supabase/overview">
    Supabase PostgreSQL platform integration.
  </Card>

  <Card title="SingleStore" icon="database" iconType="duotone" href="/database/providers/singlestore/overview">
    SingleStore distributed database integration.
  </Card>
</CardGroup>

## Observability

<CardGroup cols={3}>
  <Card title="ClickHouse" icon="chart-line" iconType="duotone" href="/database/providers/clickhouse/overview">
    Traces-only OLAP backend. Pair with a row-store for sessions and memory.
  </Card>
</CardGroup>

## Storage & File Systems

<CardGroup cols={3}>
  <Card title="Google Cloud Storage" icon="google" iconType="duotone" href="/database/providers/gcs/overview">
    Google Cloud Storage integration.
  </Card>

  <Card title="JSON" icon="file-code" iconType="duotone" href="/database/providers/json/overview">
    JSON file-based storage integration.
  </Card>

  <Card title="In-Memory" icon="memory" iconType="duotone" href="/database/providers/in-memory/overview">
    In-memory storage integration.
  </Card>
</CardGroup>

Connect a database to persist sessions, user memories, and [more](/database/overview).