> ## 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. You point it at a database, a file share, or an application, tell it which tables or folders matter, and the agent queries it in place — no data movement, no copies. Each data source also carries the context that makes answers good: descriptions, instructions, conversation starters, and access rules.

<Note>
  In the product, a data source is also called an **agent** — the connection plus everything the AI knows about it. See [Connecting a data source](/data-sources/connecting) for the full setup flow.
</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" alt="" 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" alt="" 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://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/aws_athena.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=ac74e8e80f309a052ec0270a35b6fc75" alt="" 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://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/aws_cost.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=ccc215579f30a5147b9215a1780c9aff" alt="" 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" alt="" 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" alt="" 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://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/clickhouse.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=6476f36bf58f731942405bd10bc83ef1" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/mariadb.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=036ce748a42c8758da29f37ceec9fecb" alt="" 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" alt="" 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" alt="" 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" alt="" 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://mintcdn.com/bagofwords/2ljgtLCoIpcQb1zm/assets/data-source-icons/mongodb.png?fit=max&auto=format&n=2ljgtLCoIpcQb1zm&q=85&s=7a40b870d75e74ef6523b9961c0328ac" alt="" 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" alt="" 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://mintcdn.com/bagofwords/LAdg09T4Ov37V_62/assets/data-source-icons/netsuite.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=83678a481dbca7498f3b24f009c23f80" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/qlik_sense.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=74bcbb9e69918fc9d854418254356832" alt="" 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/LAdg09T4Ov37V_62/assets/data-source-icons/salesforce.png?fit=max&auto=format&n=LAdg09T4Ov37V_62&q=85&s=f298dacadc6e0d5d159933713a310e50" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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/sisense.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=dfdc9fbac9acda464d7d4d47829a1bfb" alt="" 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" alt="" 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" alt="" 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" alt="" 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        | Enterprise · Beta |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/sqlite.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=c90ac7076a46f72ad7478b570035ec89" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/zabbix.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=03f1f24b5598fa929fba6cb070b56725" alt="" 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" alt="" 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" alt="" 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" alt="" 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" alt="" 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                | Enterprise |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/onedrive.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=0431b4dadd0b53bc32b4c40ba1c94117" alt="" 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                | Enterprise |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/qvd.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=0bee0a8ecf990cb011bac465c841059f" alt="" 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" alt="" 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 |

## 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    |
| :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :-------------------------------------------- | :------------------- | :--------- |
|                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | [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" alt="" 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 | Enterprise |
| <img src="https://mintcdn.com/bagofwords/yIagd9EnRA1XZVOg/assets/data-source-icons/mcp.png?fit=max&auto=format&n=yIagd9EnRA1XZVOg&q=85&s=4c169fbf6a9e9780c0851c6d7e7a7ab0" alt="" 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" alt="" 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 | Enterprise |

Bag of words also ships **MCP presets** — one-click tiles for Monday, Notion, Linear, Atlassian, GitHub, Sentry, 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>