> ## Documentation Index
> Fetch the complete documentation index at: https://docs.bagofwords.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Data Sources Overview

> Every connector Bag of words supports, and the three kinds of connections you can make

A **data source** is how Bag of words reaches your data. Connect a database, file share, application, custom MCP server, or custom API; choose the tables, folders, and tools that matter; and let agents investigate data in place—without copying it into a separate warehouse.

<Note>
  A connection is one building block of an **agent**. An agent can combine multiple data sources with selected tables, files, tools, instructions, and evaluations. See [Managing agents](/agents/overview) for the full model.
</Note>

## Three kinds of connections

<CardGroup cols={3}>
  <Card title="Data" icon="database">
    Databases, warehouses, BI and semantic layers, observability platforms, and business applications. The agent sees **tables** and writes queries against them.
  </Card>

  <Card title="Files" icon="folder">
    File shares, object storage, and document libraries. The agent sees **files**, searches them, and reads their contents.
  </Card>

  <Card title="Integrations and tools" icon="plug">
    MCP servers and custom REST APIs. The agent sees **tools** it can call, each governed by an approval policy.
  </Card>
</CardGroup>

The distinction matters in three practical ways:

* **What the agent sees.** Table-shaped sources produce SQL; file-shaped sources produce search and reads; tool-shaped sources produce tool calls that can require confirmation before they run.
* **Who owns the catalog.** Most connections have one shared catalog an admin curates. Personal sources — OneDrive, Google Drive, a mailbox — have no shared catalog at all: each user's own account *is* the catalog.
* **What per-user authentication costs.** Per-user sign-in is included for file and tool connections. On database-style connections it requires an Enterprise license. See [Authentication and access](/data-sources/authentication).

## Data connectors

Databases, warehouses, BI tools, observability platforms, and business applications.

| | Connector | Kind | Edition |
| :- | :- | :- | :- |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/druid.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=bb9ea2a948eb48249d6abbb046573d41" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/druid.png" /> | [Apache Druid](/data-sources/connectors/databases) | Database / warehouse | Beta |
| <img src="https://mintcdn.com/bagofwords/MbPIHukqn9_kI6BJ/assets/data-source-icons/pinot.png?fit=max&auto=format&n=MbPIHukqn9_kI6BJ&q=85&s=cc2e20c846f19f4939318a034efc2e49" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/pinot.png" /> | [Apache Pinot](/data-sources/connectors/databases) | Database / warehouse | Beta |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/appdynamics.png" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [AppDynamics](/data-sources/connectors/observability) | Observability | Beta |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/aws_athena.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=ac74e8e80f309a052ec0270a35b6fc75" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/aws_athena.png" /> | [AWS Athena](/data-sources/connectors/databases) | Database / warehouse | Beta |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/aws_cloudwatch.png" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [AWS CloudWatch](/data-sources/connectors/observability) | Observability | Beta |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/aws_cost.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=ccc215579f30a5147b9215a1780c9aff" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/aws_cost.png" /> | [AWS Cost Explorer](/data-sources/connectors/observability) | Observability | Beta |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/aws_redshift.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=ba126e908f22c3e1f558aa7910747640" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/aws_redshift.png" /> | [AWS Redshift](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/6EYeP-GCJZrqXcaB/assets/data-source-icons/azure_data_explorer.png?fit=max&auto=format&n=6EYeP-GCJZrqXcaB&q=85&s=8457fa190147981506c8a0cdbacef9a0" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/azure_data_explorer.png" /> | [Azure Data Explorer](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/brocade.png" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [Brocade Fabric OS](/data-sources/connectors/brocade) | Infrastructure | Enterprise · Beta |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/clickhouse.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=6476f36bf58f731942405bd10bc83ef1" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/clickhouse.png" /> | [ClickHouse](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/databricks_sql.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=7fe2adabe7de7fc614ccf5cf778c676e" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/databricks_sql.png" /> | [Databricks SQL](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/G6nBo23m11_FCpWp/assets/data-source-icons/duckdb.png?fit=max&auto=format&n=G6nBo23m11_FCpWp&q=85&s=2d2f25ec9c6698a57be219b665440fb7" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/duckdb.png" /> | [DuckDB](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/elasticsearch.svg?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=551c12c8e66fe18e15db97469a063079" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/elasticsearch.svg" /> | [Elasticsearch](/data-sources/connectors/observability) | Observability | Beta |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/bigquery.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=38cceeb00b29398fea548fdd17a324fe" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/bigquery.png" /> | [Google BigQuery](/data-sources/connectors/bigquery) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/infor_olap.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=76fcc71170a52b4d739f26b60259c715" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/infor_olap.png" /> | [Infor OLAP](/data-sources/connectors/infor-olap) | BI / semantic layer | Enterprise |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/jaeger.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=0a2a69062b98af96a7c31a820a21b217" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/jaeger.png" /> | [Jaeger](/data-sources/connectors/observability) | Observability | Beta |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/kubernetes.png" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [Kubernetes](/data-sources/connectors/kubernetes) | Infrastructure | Beta |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/mariadb.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=036ce748a42c8758da29f37ceec9fecb" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/mariadb.png" /> | [Mariadb](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/analysis_services.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=93ed7145505a94d4384fb77719da7269" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/analysis_services.png" /> | [Microsoft Analysis Services](/data-sources/connectors/analysis-services) | BI / semantic layer | Enterprise |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/ms_fabric.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=831ad43bbf38582210c6a64040006f34" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/ms_fabric.png" /> | [Microsoft Fabric](/data-sources/connectors/microsoft-fabric) | BI / semantic layer | |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/mssql.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=a1321ec4d980e121d0cbd95a88b3aaab" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/mssql.png" /> | [Microsoft SQL Server](/data-sources/connectors/sql-server) | Database / warehouse | |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/monday.svg" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [Monday data](/data-sources/connectors/business-apps) | Business application | Beta |
| <img src="https://mintcdn.com/bagofwords/2ljgtLCoIpcQb1zm/assets/data-source-icons/mongodb.png?fit=max&auto=format&n=2ljgtLCoIpcQb1zm&q=85&s=7a40b870d75e74ef6523b9961c0328ac" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/mongodb.png" /> | [MongoDB](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/mysql.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=a0ab9cd99304bf58abf864aab3ca9ef0" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/mysql.png" /> | [MySQL](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/netapp_ontap.png" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [NetApp ONTAP](/data-sources/connectors/netapp-ontap) | Infrastructure | Beta |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/netsuite.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=83678a481dbca7498f3b24f009c23f80" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/netsuite.png" /> | [NetSuite](/data-sources/connectors/business-apps) | Business application | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/opensearch.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=1d8480f8eeefc3e0e25f522ce458d9a1" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/opensearch.png" /> | [OpenSearch](/data-sources/connectors/observability) | Observability | Beta |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/oracle_bi.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=6ddf172e2d11401b8eda7654ec22cb4e" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/oracle_bi.png" /> | [Oracle BI](/data-sources/connectors/oracle-bi) | BI / semantic layer | Enterprise |
| <img src="https://mintcdn.com/bagofwords/MbPIHukqn9_kI6BJ/assets/data-source-icons/oracledb.png?fit=max&auto=format&n=MbPIHukqn9_kI6BJ&q=85&s=f773d1c41a2f77ccb9bce3a9931100bb" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/oracledb.png" /> | [Oracle Database](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/postgresql.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=badd80876e149dc3a41046b52577f3e6" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/postgresql.png" /> | [PostgreSQL](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/posthog.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=ee34bdd3c05773eec0b91bafdea5ca73" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/posthog.png" /> | [PostHog](/data-sources/connectors/business-apps) | Business application | Beta |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/powerbi.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=bbee7da784aae65859cde09b48c2a4b3" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/powerbi.png" /> | [Power BI](/data-sources/connectors/power-bi) | BI / semantic layer | Enterprise |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/powerbi_report_server.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=c845b255f8527ea8b7125ec735d03788" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/powerbi_report_server.png" /> | [Power BI Report Server](/data-sources/connectors/power-bi-report-server) | BI / semantic layer | Enterprise |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/priority_erp.png" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [Priority ERP](/data-sources/connectors/business-apps) | Business application | Beta |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/prometheus.png" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [Prometheus](/data-sources/connectors/observability) | Observability | Beta |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/qlik_sense.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=74bcbb9e69918fc9d854418254356832" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/qlik_sense.png" /> | [Qlik Sense](/data-sources/connectors/qlik-sense) | BI / semantic layer | Enterprise |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/qlik_sense.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=74bcbb9e69918fc9d854418254356832" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/qlik_sense.png" /> | [Qlik Sense on-prem](/data-sources/connectors/qlik-sense-onprem) | BI / semantic layer | Enterprise |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/salesforce.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=f298dacadc6e0d5d159933713a310e50" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/salesforce.png" /> | [Salesforce](/data-sources/connectors/business-apps) | Business application | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/businessobjects.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=c4dcd0710ca288abf46ce84f41be96d4" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/businessobjects.png" /> | [SAP BusinessObjects](/data-sources/connectors/sap) | BI / semantic layer | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/sap_bw.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=ce120d33ebdd6e46ec8b660566f369c6" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/sap_bw.png" /> | [SAP BW (XMLA)](/data-sources/connectors/sap) | BI / semantic layer | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/sap_datasphere.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=aaac31c28579852c96c567387a89d075" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/sap_datasphere.png" /> | [SAP Datasphere](/data-sources/connectors/sap) | BI / semantic layer | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/sap_hana.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=2d4eb498409f5ac2c999331bdd593e7d" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/sap_hana.png" /> | [SAP HANA](/data-sources/connectors/sap) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/servicenow.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=f0d0d5880561ff7a53499ad09ba47c41" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/servicenow.png" /> | [ServiceNow](/data-sources/connectors/business-apps) | Business application | Beta |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/sharepoint.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=93a2ef5517c38bd36c96b72e0160f1d4" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/sharepoint.png" /> | [SharePoint Lists](/data-sources/connectors/sharepoint-lists) | Business application | Enterprise |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/sisense.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=dfdc9fbac9acda464d7d4d47829a1bfb" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/sisense.png" /> | [Sisense](/data-sources/connectors/sisense) | BI / semantic layer | Enterprise |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/snowflake.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=9f8861888c2a449f977035e49fa7148d" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/snowflake.png" /> | [Snowflake](/data-sources/connectors/snowflake) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/spark_connect.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=35fd16f0eb23bc9360a147782792c2aa" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/spark_connect.png" /> | [Spark](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/splunk.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=98008c6f241293c1405a2f2f828a50f0" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/splunk.png" /> | [Splunk](/data-sources/connectors/observability) | Observability | Beta |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/sqlite.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=c90ac7076a46f72ad7478b570035ec89" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/sqlite.png" /> | [SQLite](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/sybase.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=d5b620b520400de3dd5734a7aa1f4dbb" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/sybase.png" /> | [Sybase SQL Anywhere](/data-sources/connectors/databases) | Database / warehouse | Enterprise |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/tableau.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=f3ff94391712d080356346925009a15f" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/tableau.png" /> | [Tableau](/data-sources/connectors/tableau) | BI / semantic layer | Enterprise |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/teradata.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=c51370b749390e681c3fad04255d1858" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/teradata.png" /> | [Teradata Vantage](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/timbr.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=b7ca29795a5d77e9be260c3274ffbef9" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/timbr.png" /> | [Timbr AI](/data-sources/connectors/timbr) | BI / semantic layer | Enterprise |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/trino.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=4119210dd0bcb6837d93e6ebc5261c04" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/trino.png" /> | [Trino](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/vertica.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=2625d2de7ce992b02e5ce45a123dc76c" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/vertica.png" /> | [Vertica](/data-sources/connectors/databases) | Database / warehouse | |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/aria_operations.png" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [VMware Aria Operations](/data-sources/connectors/aria-operations) | Infrastructure | Enterprise · Beta |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/zabbix.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=03f1f24b5598fa929fba6cb070b56725" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/zabbix.png" /> | [Zabbix](/data-sources/connectors/observability) | Observability | Enterprise |

## File connectors

File shares, object storage, and document libraries.

| | Connector | Kind | Edition |
| :- | :- | :- | :- |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/s3.svg?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=7d9fc298710d94778bc9311376cc8307" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/s3.svg" /> | [Amazon S3](/data-sources/connectors/s3) | Database / warehouse | Beta |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/csv.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=794096a9d8ad64069cee71d30955432e" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/csv.png" /> | [CSV](/data-sources/connectors/file-formats) | Files | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/network_dir.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=3eabfce02a1c39d04ac80ee509df2958" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/network_dir.png" /> | [Files and Directories](/data-sources/connectors/files-and-directories) | Files | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/google_drive.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=b51dc8e0fafffb82c6d0bfb820b5fe1e" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/google_drive.png" /> | [Google Drive](/data-sources/connectors/google-drive) | Files | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/onedrive.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=0431b4dadd0b53bc32b4c40ba1c94117" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/onedrive.png" /> | [OneDrive](/data-sources/connectors/sharepoint-onedrive) | Files | |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/onenote.png" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [OneNote](/data-sources/connectors/onenote) | Files | Enterprise |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/documentum.png" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [OpenText Documentum](/data-sources/connectors/documentum) | Files | Enterprise · Beta |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/pbix.png" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [Power BI (.pbix)](/data-sources/connectors/file-formats) | Files | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/qvd.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=0bee0a8ecf990cb011bac465c841059f" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/qvd.png" /> | [Qlik (QVD)](/data-sources/connectors/file-formats) | Files | Enterprise |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/sharepoint.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=93a2ef5517c38bd36c96b72e0160f1d4" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/sharepoint.png" /> | [SharePoint](/data-sources/connectors/sharepoint-onedrive) | Files | Enterprise |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/sharepoint.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=93a2ef5517c38bd36c96b72e0160f1d4" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/sharepoint.png" /> | [SharePoint Server (on-prem)](/data-sources/connectors/sharepoint-server) | Files | Enterprise |

## Integrations and tools

MCP servers, custom REST APIs, and mailbox connectors. Tool connections are governed by per-tool approval policies — see [MCP connections](/data-sources/mcp).

| | Connector | Kind | Edition |
| :- | :- | :- | :- |
| <img src="https://raw.githubusercontent.com/bagofwords1/bagofwords/main/frontend/public/data_sources_icons/browser.png" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} /> | [Browser](/data-sources/connectors/browser) | Tools | Beta |
| | [Custom API](/data-sources/custom-api) | Tools | Beta |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/gmail_mail.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=09f2ea6334f47eff9f0adb00553aad8d" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/gmail_mail.png" /> | [Gmail](/data-sources/connectors/mail) | Business application | |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/mcp.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=4c169fbf6a9e9780c0851c6d7e7a7ab0" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/mcp.png" /> | [MCP Server](/data-sources/mcp) | Tools | Beta |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/outlook_mail.svg?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=a40dc8abeb1464475546875942dde666" width="18" height="18" style={{display:"inline-block",verticalAlign:"middle",margin:0}} data-path="assets/data-source-icons/outlook_mail.svg" /> | [Outlook Mail](/data-sources/connectors/mail) | Business application | |

Bag of words also ships **MCP presets** — one-click tiles for Monday, Notion, Linear, Atlassian, GitHub, Sentry, HubSpot, Google Drive, and X. They all create a standard MCP connection with the server URL and OAuth settings pre-filled.

## Editions

Connectors marked **Enterprise** require a license key ([how to activate](/enterprise/license)). Without one, they appear in the catalog with a lock. Connectors marked **Beta** work but may change; treat their field names as less stable than the rest.

<Note>
  Missing a connector? Open an issue or a PR at [github.com/bagofwords1/bagofwords](https://github.com/bagofwords1/bagofwords).
</Note>

## Where to go next

<CardGroup cols={2}>
  <Card title="Connecting a data source" icon="circle-plus" href="/data-sources/connecting">
    The setup flow: connect, choose tables, add context, and control access.
  </Card>

  <Card title="Authentication and access" icon="lock" href="/data-sources/authentication">
    Shared vs per-user credentials, OAuth, Kerberos SSO, and what needs Enterprise.
  </Card>

  <Card title="MCP connections" icon="plug" href="/data-sources/mcp">
    Connect any MCP server and govern its tools.
  </Card>

  <Card title="User context forwarding" icon="user-check" href="/data-sources/user-context">
    Pass the caller's identity to an MCP server on every call.
  </Card>
</CardGroup>


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