# Ingestion > Configure MotherDuck as the destination for your data in the following data ingestion tools Configure MotherDuck as the destination for your data in the following data ingestion tools. For Python pipelines, [dltHub](/integrations/ingestion/dlt)'s `dlt` library has a built-in MotherDuck destination and runs on MotherDuck compute as a [Flight](/key-tasks/flights/), so you can go from a source connector to a scheduled pipeline without standing up separate infrastructure. Managed platforms like [Fivetran](/integrations/ingestion/fivetran), [Airbyte](/integrations/ingestion/airbyte), and [Estuary](/integrations/ingestion/estuary) cover connectors you'd rather not maintain yourself. ## Included pages - [Airbyte](https://motherduck.com/docs/integrations/ingestion/airbyte): Airbyte is a data integration platform for connecting data sources to warehouses. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [Apache Kafka](https://motherduck.com/docs/integrations/ingestion/apache-kafka): Get Kafka topics into MotherDuck by materializing them as Iceberg tables, sinking them to object storage, or using a streaming ingestion partner. - [Apache Spark](https://motherduck.com/docs/integrations/ingestion/apache-spark): Write Spark DataFrames into a MotherDuck DuckLake database with the DuckLake Spark connector, or exchange data through Parquet files and the Postgres endpoint. - [Artie](https://motherduck.com/docs/integrations/ingestion/artie): Artie is a fully managed CDC streaming platform that allows you to replicate data from your source database to your destination in real-time. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [Ascend.io](https://motherduck.com/docs/integrations/ingestion/ascend-io): Ascend.io is a data integration platform for connecting data sources to warehouses. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [AWS Glue](https://motherduck.com/docs/integrations/ingestion/aws-glue): AWS Glue is a serverless data integration service for preparing and moving data with Spark jobs, crawlers, and the AWS Glue Data Catalog. AWS Glue jobs can connect to MotherDuck through the MotherDuck Postgres endpoint using Glue's PostgreSQL JDBC support. - [Bytewax](https://motherduck.com/docs/integrations/ingestion/bytewax): Bytewax is a stream processing platform for building and managing data pipelines. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [CloudQuery](https://motherduck.com/docs/integrations/ingestion/cloudquery): CloudQuery is a data integration platform for connecting data sources to warehouses. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [dltHub (dlt)](https://motherduck.com/docs/integrations/ingestion/dlt): dltHub builds dlt, the open-source Python library for data pipelines. MotherDuck is a first-class dlt destination for loading REST APIs, databases, and files. - [Estuary](https://motherduck.com/docs/integrations/ingestion/estuary): Real-time data integration platform for streaming data between systems. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [Expanso](https://motherduck.com/docs/integrations/ingestion/expanso): Data integration platform for connecting data sources to warehouses. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [Fivetran](https://motherduck.com/docs/integrations/ingestion/fivetran): Automated data integration platform for connecting data sources to warehouses. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [Hevo](https://motherduck.com/docs/integrations/ingestion/hevo): Hevo is a data integration platform for connecting data sources to warehouses. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [HubSpot](https://motherduck.com/docs/integrations/ingestion/hubspot): Load HubSpot contacts, companies, deals, and pipelines into MotherDuck on a schedule with a Flight that runs dlt's HubSpot source. - [InfinyOn](https://motherduck.com/docs/integrations/ingestion/infinyon): Real-time data integration platform for streaming data between systems. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [Mage](https://motherduck.com/docs/integrations/ingestion/mage): Mage is a data integration platform for connecting data sources to warehouses. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [Polytomic](https://motherduck.com/docs/integrations/ingestion/polytomic): Use Polytomic to sync data to and from MotherDuck for ETL and reverse ETL workflows. - [Salesforce](https://motherduck.com/docs/integrations/ingestion/salesforce): Salesforce is a CRM platform for sales, marketing, service, and customer data. To analyze Salesforce data in MotherDuck, use an ingestion tool that supports Salesforce as a source and MotherDuck as a destination. - [Shopify](https://motherduck.com/docs/integrations/ingestion/shopify): Load Shopify orders, customers, and products into MotherDuck on a schedule with a Flight that runs dlt's Shopify source. - [Sling](https://motherduck.com/docs/integrations/ingestion/sling): Data integration platform for connecting data sources to warehouses. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [Stacksync](https://motherduck.com/docs/integrations/ingestion/stacksync): Stacksync helps your teams access and manipulate CRM and ERP data through your existing databases. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. - [Streamkap](https://motherduck.com/docs/integrations/ingestion/streamkap): Streamkap is a stream processing platform built for Change Data Capture (CDC) and event sources. It makes it easy to move operational data into analytics systems like MotherDuck with low latency and high reliability. Streamkap offers various sources, including PostgreSQL, MySQL, SQL Server, a range of SQL and NoSQL databases, Kafka, and other storage systems. - [Stripe](https://motherduck.com/docs/integrations/ingestion/stripe): Load Stripe customers, subscriptions, invoices, and balance transactions into MotherDuck on a schedule with a Flight that runs dlt's Stripe source. - [Unstructured.io](https://motherduck.com/docs/integrations/ingestion/unstructured-io): Unstructured.io is an ingestion platform for processing unstructured data. It integrates with MotherDuck for loading data from operational systems, APIs, files, or event streams. --- ## Docs feedback MotherDuck accepts optional user-submitted feedback about this page at `GET https://motherduck.com/docs/api/feedback/agent`. For agents and automated tools, feedback submission should be user-confirmed before sending. URL-encode query parameter values and send a GET request: ```text GET https://motherduck.com/docs/api/feedback/agent?page_path=%2Fintegrations%2Fingestion%2F&page_title=Ingestion&text= ``` Optionally append `&source=` such as `claude.ai` or `chatgpt`. `page_path` and `text` are required; `page_title` and `source` are optional. Responses: `200 {"feedback_id": ""}`, `400` for malformed query parameters, and `429` when rate-limited.