# Integrations

Amfelt launches with a deliberate selection of popular databases and file formats, and the catalog grows demand-first.

## Integrations — Connect to your data estate.

Amfelt launches with a deliberate selection of popular databases and file formats, and the catalog grows demand-first. Each connector is a plug-in that, by default, runs on your agent host.

Links: [Join the waitlist](/waitlist/)

## Data sources

Popular databases and file formats at launch. More sources follow in the order early customers ask for them.

## Data platforms

Popular databases as targets at launch. Cloud data platforms and open table formats are on the roadmap.

## Plug-in architecture

Each connector is a plug-in that the agent runs, by default, as a local subprocess on a host inside your network.

## Tell us which integrations matter to you.

Share the sources and destinations your team needs. Your feedback helps guide future connector development.

Links: [Contact us](/contact/)


- [Snowflake](/integrations/snowflake/index.md): On the roadmap: Snowflake as a cloud data platform target for loading and historization at scale, and as a source for data extraction.
- [Adobe Commerce](/integrations/magento/index.md): On the roadmap: Pull Adobe Commerce (Magento) orders and catalog into your data platform.
- [Amazon DynamoDB](/integrations/amazon-dynamodb/index.md): On the roadmap: Pull your DynamoDB items into the data platform, no scans to babysit.
- [Amazon Kinesis](/integrations/amazon-kinesis/index.md): On the roadmap: Read and write Kinesis streams as data flows.
- [Amazon Redshift](/integrations/amazon-redshift/index.md): On the roadmap: Land your modeled data in Amazon Redshift.
- [Amazon S3](/integrations/amazon-s3/index.md): On the roadmap: Your data lake's storage layer: read and write files at any scale.
- [Apache Avro](/integrations/avro/index.md): On the roadmap: Read and write Avro, schema and all.
- [Apache Cassandra](/integrations/apache-cassandra/index.md): On the roadmap: Extract from Cassandra at scale, partition keys and all.
- [Apache Hudi](/integrations/apache-hudi/index.md): On the roadmap: Write incremental data into Apache Hudi tables.
- [Apache Iceberg](/integrations/apache-iceberg/index.md): On the roadmap: Land your data in Apache Iceberg, the open table format.
- [Apache Kafka](/integrations/apache-kafka/index.md): On the roadmap: Ingest Kafka topics as they stream in.
- [Apache ORC](/integrations/orc/index.md): On the roadmap: Read columnar data from ORC files.
- [Asana](/integrations/asana/index.md): On the roadmap: Pull Asana projects and tasks into your data platform.
- [Atlassian Bitbucket](/integrations/bitbucket/index.md): On the roadmap: Bring Bitbucket repos and pull-request data into your data platform.
- [Atlassian Jira](/integrations/jira/index.md): On the roadmap: Bring Jira issues and sprints into your data platform.
- [AWS Athena](/integrations/aws-athena/index.md): On the roadmap: Query and extract from your S3 data lake through Athena.
- [Azure Blob Storage / ADLS Gen2](/integrations/azure-blob-storage/index.md): On the roadmap: Read and write files in Azure Blob Storage and ADLS Gen2.
- [Azure Event Hubs](/integrations/azure-event-hubs/index.md): On the roadmap: Ingest events from Azure Event Hubs as they arrive.
- [Azure Synapse](/integrations/azure-synapse/index.md): On the roadmap: Load modeled data into Azure Synapse.
- [BambooHR](/integrations/bamboohr/index.md): On the roadmap: Bring BambooHR people data into your data platform.
- [BigCommerce](/integrations/bigcommerce/index.md): On the roadmap: Bring BigCommerce orders and products into your data platform.
- [Braze](/integrations/braze/index.md): On the roadmap: Pull Braze engagement data into your data platform.
- [ClickHouse](/integrations/clickhouse/index.md): On the roadmap: Read from and write to ClickHouse, built for fast analytics.
- [CockroachDB](/integrations/cockroachdb/index.md): On the roadmap: Read from CockroachDB, your distributed SQL database, into the data platform.
- [Couchbase](/integrations/couchbase/index.md): On the roadmap: Move JSON documents in and out of Couchbase.
- [Coupa](/integrations/coupa/index.md): On the roadmap: Bring Coupa spend and procurement data into your data platform.
- [CSV](/integrations/csv/index.md): Bring flat files in without defining a schema first.
- [Databricks](/integrations/databricks/index.md): On the roadmap: Land your data in Databricks, lakehouse tables and all.
- [Delta Lake](/integrations/delta-lake/index.md): On the roadmap: Write your data into Delta Lake tables.
- [DuckDB](/integrations/duckdb/index.md): Connect DuckDB with Amfelt: setup, required privileges, configuration reference, and type mapping.
- [Elasticsearch](/integrations/elasticsearch/index.md): On the roadmap: Pull documents and indices out of Elasticsearch.
- [Epicor Kinetic](/integrations/epicor-kinetic/index.md): On the roadmap: Pull Epicor Kinetic manufacturing data into your data platform.
- [Exasol](/integrations/exasol/index.md): On the roadmap: Connect Exasol, the in-memory analytics database, as a source or a target.
- [Excel (XLSX)](/integrations/excel/index.md): On the roadmap: Pull data straight from Excel workbooks, sheets and ranges.
- [File](/integrations/file/index.md): Connect File with Amfelt: setup, required privileges, configuration reference, and type mapping.
- [Freshsales](/integrations/freshsales/index.md): On the roadmap: Bring Freshsales CRM data into your data platform.
- [Freshservice](/integrations/freshservice/index.md): On the roadmap: Pull Freshservice tickets and assets into your data platform.
- [Generic REST API](/integrations/rest-api/index.md): On the roadmap: Connect any REST API and pull its data in.
- [GitHub](/integrations/github/index.md): On the roadmap: Extract GitHub repos, issues, and PRs into your data platform.
- [GitLab](/integrations/gitlab/index.md): On the roadmap: Pull GitLab projects and pipelines into your data platform.
- [Google Ads](/integrations/google-ads/index.md): On the roadmap: Pull Google Ads spend and performance into your data platform.
- [Google BigQuery](/integrations/google-bigquery/index.md): On the roadmap: Land analytics-ready data in BigQuery, Google's serverless data platform.
- [Google Cloud Storage](/integrations/google-cloud-storage/index.md): On the roadmap: Read and write files in Google Cloud Storage.
- [Google Pub/Sub](/integrations/google-pubsub/index.md): On the roadmap: Publish and consume Google Pub/Sub messages.
- [GraphQL API](/integrations/graphql-api/index.md): On the roadmap: Pull data from any GraphQL API, queries and all.
- [Greenhouse](/integrations/greenhouse/index.md): On the roadmap: Pull Greenhouse hiring and candidate data into your data platform.
- [HubSpot](/integrations/hubspot/index.md): On the roadmap: Pull HubSpot contacts, deals, and campaigns into your data platform.
- [IBM DB2](/integrations/ibm-db2/index.md): On the roadmap: Extract from IBM Db2, mainframe or LUW, into your data platform.
- [IFS](/integrations/ifs/index.md): On the roadmap: Bring IFS ERP, asset, and service data into your data platform.
- [Infor CloudSuite](/integrations/infor-cloudsuite/index.md): On the roadmap: Extract Infor CloudSuite data straight from Data Fabric.
- [Insightly](/integrations/insightly/index.md): On the roadmap: Extract Insightly CRM and project data into your data platform.
- [Iterable](/integrations/iterable/index.md): On the roadmap: Extract Iterable campaign and event data into your data platform.
- [JSON](/integrations/json/index.md): On the roadmap: Read and write JSON, nested structures preserved.
- [JSONL / NDJSON](/integrations/jsonl/index.md): Read flat JSONL (newline-delimited JSON) into your data platform, one record per line.
- [Klaviyo](/integrations/klaviyo/index.md): On the roadmap: Bring Klaviyo email and SMS data into your data platform.
- [LinkedIn Ads](/integrations/linkedin-ads/index.md): On the roadmap: Pull LinkedIn Ads performance into your data platform.
- [Mailchimp](/integrations/mailchimp/index.md): On the roadmap: Bring Mailchimp campaign and audience data into your data platform.
- [MariaDB](/integrations/mariadb/index.md): On the roadmap: Read from and write to MariaDB, the open MySQL fork.
- [Marketo](/integrations/marketo/index.md): On the roadmap: Extract Marketo leads and engagement into your data platform.
- [Meta Ads](/integrations/facebook-ads/index.md): On the roadmap: Bring Meta Ads performance data into your data platform.
- [Microsoft Dynamics 365](/integrations/microsoft-dynamics-365/index.md): On the roadmap: Extract business data from Dynamics 365, entities and all.
- [Microsoft Dynamics GP](/integrations/microsoft-dynamics-gp/index.md): On the roadmap: Pull financials from Dynamics GP into your modern data platform.
- [Microsoft Entra ID](/integrations/entra-id/index.md): On the roadmap: Pull users and groups from Microsoft Entra ID.
- [Microsoft Fabric OneLake](/integrations/onelake/index.md): On the roadmap: Pull data from Microsoft Fabric OneLake into your pipelines.
- [Microsoft Fabric Warehouse](/integrations/fabric-warehouse/index.md): On the roadmap: Land modeled data in Microsoft Fabric Warehouse, ready for Direct Lake.
- [Microsoft Intune](/integrations/microsoft-intune/index.md): On the roadmap: Extract device and compliance data from Microsoft Intune.
- [Microsoft SQL Server](/integrations/microsoft-sql-server/index.md): On the roadmap: Connect SQL Server as a source or a target, CDC included.
- [MinIO / S3-compatible](/integrations/minio/index.md): On the roadmap: Self-hosted, S3-compatible object storage: read and write at any scale.
- [monday.com](/integrations/monday/index.md): On the roadmap: Pull monday.com boards and items into your data platform.
- [MongoDB](/integrations/mongodb/index.md): On the roadmap: Pull MongoDB collections into the data platform, nested fields intact.
- [MotherDuck](/integrations/motherduck/index.md): On the roadmap: Load into MotherDuck, DuckDB in the cloud.
- [MySQL](/integrations/mysql/index.md): On the roadmap: Read from and write to MySQL, source or target.
- [NetSuite](/integrations/netsuite/index.md): On the roadmap: Bring NetSuite financials and operations data into your data platform.
- [Notion](/integrations/notion/index.md): On the roadmap: Extract Notion pages and databases into your data platform.
- [Okta](/integrations/okta/index.md): On the roadmap: Bring Okta users, groups, and logs into your data platform.
- [OpenSearch](/integrations/opensearch/index.md): On the roadmap: Move data in and out of OpenSearch.
- [Oracle Database](/integrations/oracle/index.md): On the roadmap: Extract from Oracle Database into your modern data platform.
- [Oracle ERP Cloud](/integrations/oracle-erp-cloud/index.md): On the roadmap: Extract from Oracle ERP Cloud into your analytics stack.
- [Parquet](/integrations/parquet/index.md): Read Parquet, the columnar workhorse, straight into your data platform.
- [PGVector](/integrations/pgvector/index.md): On the roadmap: Load embeddings into Postgres with pgvector, ready for search.
- [Pipedrive](/integrations/pipedrive/index.md): On the roadmap: Bring your Pipedrive deals and activities into the data platform.
- [PostgreSQL](/integrations/postgresql/index.md): Connect PostgreSQL with Amfelt: setup, required privileges, configuration reference, and type mapping.
- [Presto](/integrations/presto/index.md): On the roadmap: Query across your sources through Presto and pull the results in.
- [QuickBooks Online](/integrations/quickbooks-online/index.md): On the roadmap: Pull your QuickBooks Online books into the data platform.
- [Redis](/integrations/redis/index.md): On the roadmap: Pull data out of Redis, your in-memory store.
- [Sage Intacct](/integrations/sage-intacct/index.md): On the roadmap: Bring Sage Intacct financials into your data platform.
- [Salesforce](/integrations/salesforce/index.md): On the roadmap: Bring your Salesforce objects and fields into the data platform, intact.
- [SAP](/integrations/sap/index.md): On the roadmap: Get SAP business data out through sanctioned channels, no ABAP rework.
- [SAP Ariba](/integrations/ariba/index.md): On the roadmap: Pull procurement data from SAP Ariba into your data platform.
- [SAP HANA](/integrations/sap-hana/index.md): On the roadmap: Read from SAP HANA, the in-memory database under your SAP estate.
- [ScyllaDB](/integrations/scylladb/index.md): On the roadmap: Extract from ScyllaDB, your low-latency Cassandra-compatible store.
- [ServiceNow](/integrations/servicenow/index.md): On the roadmap: Bring ServiceNow tickets and CMDB data into your data platform.
- [Shopify](/integrations/shopify/index.md): On the roadmap: Bring your Shopify orders, products, and customers into the data platform.
- [SOAP API](/integrations/soap-api/index.md): On the roadmap: Extract from legacy SOAP services without the boilerplate.
- [Square](/integrations/square/index.md): On the roadmap: Pull Square payments and sales into your data platform.
- [Stripe](/integrations/stripe/index.md): On the roadmap: Bring Stripe payments, subscriptions, and invoices into your data platform.
- [SugarCRM](/integrations/sugar-crm/index.md): On the roadmap: Pull SugarCRM data into your analytics stack.
- [Teradata Vantage](/integrations/teradata/index.md): On the roadmap: Load modeled data into Teradata Vantage.
- [TikTok Ads](/integrations/tiktok-ads/index.md): On the roadmap: Pull TikTok Ads performance into your data platform.
- [Trino](/integrations/trino/index.md): On the roadmap: Federate your sources through Trino and extract the results.
- [Vertica](/integrations/vertica/index.md): On the roadmap: Land your data in Vertica for fast analytics.
- [Webhook receiver](/integrations/webhook/index.md): On the roadmap: Receive webhook events and land them in your pipeline.
- [Workday Financials](/integrations/workday-financials/index.md): On the roadmap: Extract Workday Financials data into your data platform.
- [Workday HCM](/integrations/workday-hcm/index.md): On the roadmap: Extract Workday HCM people data into your data platform.
- [Xero](/integrations/xero/index.md): On the roadmap: Pull your Xero accounting data into the data platform.
- [XML](/integrations/xml/index.md): On the roadmap: Pull structured data out of XML, no manual parsing.
- [Zendesk](/integrations/zendesk/index.md): On the roadmap: Pull Zendesk tickets and conversations into your data platform.
- [Zoho CRM](/integrations/zoho-crm/index.md): On the roadmap: Bring Zoho CRM data into your data platform.