---
title: Data Integrations
sidebarTitle: Overview
icon: "database"
---

MindsDB integrates with numerous data sources, including databases, vector stores, and applications, making data available to AI models by connecting data sources to MindsDB.

<Tip>
**MindsDB supports Model Context Protocol (MCP)**

MindsDB is an MCP server that enables your MCP applications to answer questions over large-scale federated data. [Learn more here](/mcp/overview).
</Tip>

<Info>
This section contains instructions on how to connect data sources to MindsDB.

Note that MindsDB doesn't store or copy your data. Instead, it fetches data directly from your connected sources each time you make a query, ensuring that any changes to the data are instantly reflected. This means your data remains in its original location, and MindsDB always works with the most up-to-date information.
</Info>

### Applications

<CardGroup cols={4}>
    <Card title="Binance" icon="diamond" href="/integrations/app-integrations/binance"></Card>
    <Card title="Confluence" icon="confluence" href="/integrations/app-integrations/confluence"></Card>
    <Card title="Docker Hub" icon="docker" href="/integrations/app-integrations/dockerhub"></Card>
    <Card title="Email" icon="at" href="/integrations/app-integrations/email"></Card>
    <Card title="GitHub" icon="github" href="/integrations/app-integrations/github"></Card>
    <Card title="GitLab" icon="gitlab" href="/integrations/app-integrations/gitlab"></Card>
    <Card title="Gmail" icon="envelope" href="/integrations/app-integrations/gmail"></Card>
    <Card title="Google Calendar" icon="calendar" href="/integrations/app-integrations/google-calendar"></Card>
    <Card title="Google Analytics" icon="chart-column" href="/integrations/app-integrations/google-analytics"></Card>
    <Card title="Hacker News" icon="square-hacker-news" href="/integrations/app-integrations/hackernews"></Card>
    <Card title="Instatus" icon="signal" href="/integrations/app-integrations/instatus"></Card>
    <Card title="Jira" icon="jira" href="/integrations/app-integrations/jira"></Card>
    <Card title="Intercom" icon="intercom" href="/integrations/app-integrations/intercom"></Card>
    <Card title="MediaWiki" icon="certificate" href="/integrations/app-integrations/mediawiki"></Card>
    <Card title="Microsoft OneDrive" icon="people-group" href="/app-integrations/microsoft-onedrive"></Card>
    <Card title="Microsoft Teams" icon="people-group" href="/app-integrations/microsoft-teams"></Card>
    <Card title="News API" icon="people-group" href="/app-integrations/newsapi"></Card>
    <Card title="PayPal" icon="paypal" href="/integrations/app-integrations/paypal"></Card>
    <Card title="Plaid" icon="stroopwafel" href="/integrations/app-integrations/plaid"></Card>
    <Card title="PyPI" icon="cube" href="/integrations/app-integrations/pypi"></Card>
    <Card title="Reddit" icon="reddit" href="/integrations/app-integrations/reddit"></Card>
    <Card title="Salesforce" icon="salesforce" href="/integrations/app-integrations/salesforce"></Card>
    <Card title="Sendinblue" icon="link" href="/integrations/app-integrations/sendinblue"></Card>
    <Card title="Shopify" icon="shopify" href="/integrations/app-integrations/shopify"></Card>
    <Card title="Slack" icon="slack" href="/integrations/app-integrations/slack"></Card>
    <Card title="Strapi" icon="rocket" href="/integrations/app-integrations/strapi"></Card>
    <Card title="Stripe" icon="stripe-s" href="/integrations/app-integrations/stripe"></Card>
    <Card title="Symbl" icon="microchip-ai" href="/integrations/app-integrations/symbl"></Card>
    <Card title="Twitter" icon="twitter" href="/integrations/app-integrations/twitter"></Card>
    <Card title="Web Crawler" icon="globe" href="/integrations/app-integrations/web-crawler"></Card>
    <Card title="YouTube" icon="youtube" href="/integrations/app-integrations/youtube"></Card>
</CardGroup>

### Databases

<CardGroup cols={4}>

    <Card title="Airtable" icon="link" href="/integrations/data-integrations/airtable"></Card>
    <Card title="Amazon Aurora" icon="link" href="/integrations/data-integrations/amazon-aurora"></Card>
    <Card title="Amazon DynamoDB" icon="link" href="/integrations/data-integrations/amazon-dynamodb"></Card>
    <Card title="Amazon Redshift" icon="link" href="/integrations/data-integrations/amazon-redshift"></Card>
    <Card title="Amazon S3" icon="link" href="/integrations/data-integrations/amazon-s3"></Card>
    <Card title="Apache Cassandra" icon="link" href="/integrations/data-integrations/apache-cassandra"></Card>
    <Card title="Apache Druid" icon="link" href="/integrations/data-integrations/apache-druid"></Card>
    <Card title="Apache Hive" icon="link" href="/integrations/data-integrations/apache-hive"></Card>
    <Card title="Apache Ignite" icon="link" href="/integrations/data-integrations/apache-ignite"></Card>
    <Card title="Apache Impala" icon="link" href="/integrations/data-integrations/apache-impala"></Card>
    <Card title="Apache Pinot" icon="link" href="/integrations/data-integrations/apache-pinot"></Card>
    <Card title="Apache Solr" icon="link" href="/integrations/data-integrations/apache-solr"></Card>
    <Card title="Ckan" icon="link" href="/integrations/data-integrations/ckan"></Card>
    <Card title="ClickHouse" icon="link" href="/integrations/data-integrations/clickhouse"></Card>
    <Card title="Cloud Spanner" icon="link" href="/integrations/data-integrations/cloud-spanner"></Card>
    <Card title="CockroachDB" icon="link" href="/integrations/data-integrations/cockroachdb"></Card>
    <Card title="Couchbase" icon="link" href="/integrations/data-integrations/couchbase"></Card>
    <Card title="CrateDB" icon="link" href="/integrations/data-integrations/cratedb"></Card>
    <Card title="D0lt" icon="link" href="/integrations/data-integrations/d0lt"></Card>
    <Card title="Databend" icon="link" href="/integrations/data-integrations/databend"></Card>
    <Card title="Databricks" icon="link" href="/integrations/data-integrations/databricks"></Card>
    <Card title="DataStax" icon="link" href="/integrations/data-integrations/datastax"></Card>
    <Card title="DuckDB" icon="link" href="/integrations/data-integrations/duckdb"></Card>
    <Card title="EdgelessDB" icon="link" href="/integrations/data-integrations/edgelessdb"></Card>
    <Card title="Elasticsearch" icon="link" href="/integrations/data-integrations/elasticsearch"></Card>
    <Card title="Firebird" icon="link" href="/integrations/data-integrations/firebird"></Card>
    <Card title="Google BigQuery" icon="link" href="/integrations/data-integrations/google-bigquery"></Card>
    <Card title="Google Cloud SQL" icon="link" href="/integrations/data-integrations/google-cloud-sql"></Card>
    <Card title="Google Sheets" icon="link" href="/integrations/data-integrations/google-sheets"></Card>
    <Card title="GreptimeDB" icon="link" href="/integrations/data-integrations/greptimedb"></Card>
    <Card title="IBM Db2" icon="link" href="/integrations/data-integrations/ibm-db2"></Card>
    <Card title="IBM Informix" icon="link" href="/integrations/data-integrations/ibm-informix"></Card>
    <Card title="InfluxDB" icon="link" href="/integrations/data-integrations/influxdb"></Card>
    <Card title="MariaDB" icon="link" href="/integrations/data-integrations/mariadb"></Card>
    <Card title="MatrixOne" icon="link" href="/integrations/data-integrations/matrixone"></Card>
    <Card title="Microsoft Access" icon="link" href="/integrations/data-integrations/microsoft-access"></Card>
    <Card title="Microsoft SQL Server" icon="link" href="/integrations/data-integrations/microsoft-sql-server"></Card>
    <Card title="MonetDB" icon="link" href="/integrations/data-integrations/monetdb"></Card>
    <Card title="MySQL" icon="link" href="/integrations/data-integrations/mysql"></Card>
    <Card title="OceanBase" icon="link" href="/integrations/data-integrations/oceanbase"></Card>
    <Card title="OpenGauss" icon="link" href="/integrations/data-integrations/opengauss"></Card>
    <Card title="Oracle" icon="link" href="/integrations/data-integrations/oracle"></Card>
    <Card title="OrioleDB" icon="link" href="/integrations/data-integrations/orioledb"></Card>
    <Card title="PlanetScale" icon="link" href="/integrations/data-integrations/planetscale"></Card>
    <Card title="PostgreSQL" icon="link" href="/integrations/data-integrations/postgresql"></Card>
    <Card title="QuestDB" icon="link" href="/integrations/data-integrations/questdb"></Card>
    <Card title="SAP HANA" icon="link" href="/integrations/data-integrations/sap-hana"></Card>
    <Card title="SAP SQL Anywhere" icon="link" href="/integrations/data-integrations/sap-sql-anywhere"></Card>
    <Card title="ScyllaDB" icon="link" href="/integrations/data-integrations/scylladb"></Card>
    <Card title="SingleStore" icon="link" href="/integrations/data-integrations/singlestore"></Card>
    <Card title="Snowflake" icon="link" href="/integrations/data-integrations/snowflake"></Card>
    <Card title="SQLite" icon="link" href="/integrations/data-integrations/sqlite"></Card>
    <Card title="StarRocks" icon="link" href="/integrations/data-integrations/starrocks"></Card>
    <Card title="Supabase" icon="link" href="/integrations/data-integrations/supabase"></Card>
    <Card title="SurrealDB" icon="link" href="/integrations/data-integrations/surrealdb"></Card>
    <Card title="TDengine" icon="link" href="/integrations/data-integrations/tdengine"></Card>
    <Card title="Teradata" icon="link" href="/integrations/data-integrations/teradata"></Card>
    <Card title="TiDB" icon="link" href="/integrations/data-integrations/tidb"></Card>
    <Card title="TimescaleDB" icon="link" href="/integrations/data-integrations/timescaledb"></Card>
    <Card title="Trino" icon="link" href="/integrations/data-integrations/trino"></Card>
    <Card title="Vertica" icon="link" href="/integrations/data-integrations/vertica"></Card>
    <Card title="Vitess" icon="link" href="/integrations/data-integrations/vitess"></Card>
    <Card title="YugabyteDB" icon="link" href="/integrations/data-integrations/yugabytedb"></Card>

</CardGroup>

### Vector Stores

<CardGroup cols={4}>
    <Card title="ChromaDB" icon="link" href="/integrations/vector-db-integrations/chromadb"></Card>
    <Card title="Couchbase" icon="link" href="/integrations/vector-db-integrations/couchbase"></Card>
    <Card title="Milvus" icon="link" href="/integrations/vector-db-integrations/milvus"></Card>
    <Card title="PGVector" icon="link" href="/integrations/vector-db-integrations/pgvector"></Card>
    <Card title="PineCone" icon="link" href="/integrations/vector-db-integrations/pinecone"></Card>
    <Card title="Weaviate" icon="link" href="/integrations/vector-db-integrations/weaviate"></Card>
</CardGroup>

<br></br>

<Tip>
If you don't find a data source of your interest, you can [request a feature here](https://github.com/mindsdb/mindsdb/issues/new?assignees=&labels=enhancement&projects=&template=feature_request_v2.yaml) or build a handler following [this instruction for data handlers](/contribute/data-handlers) and [this instruction for applications](/contribute/app-handlers).
</Tip>

<Info>
**Metadata about data handlers and data sources**

**Data handlers** represent a raw implementation of the integration between MindsDB and a data source.

Here is how you can query for all the available data handlers used to connect data sources to MindsDB.

  ```sql
  SELECT *
  FROM information_schema.handlers
  WHERE type = 'data';
  ```

  Or, alternatively:

  ```sql
  SHOW HANDLERS
  WHERE type = 'data';
  ```

And here is how you can query for all the created AI engines:

  ```sql
  SELECT *
  FROM information_schema.databases;
  ```

  Or, alternatively:

  ```sql
  SHOW DATABASES;
  ```
</Info>
