The request "retrieving-datacloud" names no specific product, so these are the products whose sources show they retrieve data from a cloud data warehouse or data cloud. Snowflake AI Data Cloud 1 and Google BigQuery 2 both expose query and table-data retrieval actions, and ClickHouse 4 and Amazon Redshift 7 offer cloud warehouse querying through their official doors.
- 1
Snowflake AI Data Cloudsnowflake.comverified and signed
Runs a SQL query against a Snowflake database and returns the results as rows, via the runQuery action 11.
official:SDK · snowflake-connector-pythonSDK · snowflake-sqlalchemy+64 community tools built for it
for agents: runQuery · warehouse · warehouse
- 2
Google BigQuery APIgoogle.comverified and signed
Retrieves table data from a set of rows and retrieves the results of a query job, via the bigquery.tabledata.list and bigquery.jobs.getQueryResults actions 12.
official:API · BigQuery APIskill · bigquery-ai-mlskill · bigquery-basicsskill · bigquery-bigframesskill · bigquery-observability+34 community tools built for it
for agents: bigquery.tabledata.list · bigquery.jobs.getQueryResults · bigquery.datasets.get
- 3
ClickHouseclickhouse.comverified and signed
Connects to ClickHouse Cloud databases and runs read-only SQL queries against them, via the clickhouse action 14.
official:MCP server · ClickHouseSDK · @clickhouse/clientskill · buildskill · install-skillsskill · clickhouse-best-practices+28 community tools built for it
for agents: clickhouse · chdb-datastore · chdb-sql
- 4
Amazon Redshiftamazon.comverified and signed
Returns cluster database revisions and lists datashares for a consumer account, via the Amazon Redshift actions 17.
official:API · Amazon RedshiftSDK · redshift-connectorskill · migrating-to-amazon-redshiftskill · querying-aws-redshiftskill · redshift-guide+11 community tools built for it
for agents: GET_DescribeClusterDbRevisions · GET_AuthorizeEndpointAccess · GET_DescribeDataSharesForConsumer
Sources
- 1Snowflake AI Data Cloudsnowflake.com · read 2026-10-29
- 2AI and Cloud Computing Services | Google Cloudcloud.google.com · read 2026-10-29
- 4Fast Open-Source OLAP DBMS | ClickHouseclickhouse.com · read 2026-10-29
- 7Dedicated Game Server Hosting | Amazon GameLift Partners | AWSaws.amazon.com · read 2026-10-29
- 11Snowflake (Activepieces): declares "runQuery" (the record we read and signed)unfragile.ai · read 2026-10-24
- 12BigQuery API: declares "bigquery.tabledata.list" (the record we read and signed)unfragile.ai · read 2026-10-24
- 14clickhouse: declares "clickhouse" (the record we read and signed)unfragile.ai · read 2026-10-24
- 17Amazon Redshift: declares "GET_DescribeClusterDbRevisions" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
runQuery · Snowflake (Activepieces) verified and signed
Run Query — Execute a SQL query against your Snowflake database and return the results as rows.
bigquery.tabledata.list · BigQuery API verified and signed
Retrieves table data from a specified set of rows. Requires the READER dataset role.
execute_sql · analytics-agent found in code, not yet checked
Execute a SQL query against the connected Hive/Kyuubi/Spark warehouse. Returns JSON with columns and rows.
clickhouse · clickhouse verified and signed
Connect Claude to your ClickHouse Cloud databases. Browse organizations, services, databases, and table schemas. Run read-only SQL queries against your data and get instant analytical answers. Monitor service backups, review billing costs, and inspect ClickPipe configurations - all through natural c
querying-posthog-data · querying-posthog-data verified and signed
Explains how to query PostHog data, defaulting to typed runners for supported product analytics. Read it before you write HogQL/SQL. Also read it before you call execute-sql against PostHog. Use it to find or aggregate PostHog entities. These entities include insights, dashboards, cohorts, feature f
s3-explore · s3-explore verified and signed
Explore and query data on S3, Cloudflare R2, GCS, MinIO, or any S3-compatible storage. Use when the user mentions an s3://, r2://, gs://, or gcs:// URL, asks "what's in this bucket", wants to list remote files, preview remote Parquet/CSV/JSON, or query data on object storage without downloading it.
GET_DescribeClusterDbRevisions · Amazon Redshift verified and signed
Returns an array of <code>ClusterDbRevision</code> objects.
cli · databricks-cli verified and signed
analyzing-data · analyzing-data verified and signed
Queries the data warehouse with SQL and answers business questions about data. Use when answering anything that needs warehouse data - counts, metrics, trends, aggregations, joins across tables, data lookups, or ad-hoc SQL analysis (for example "who uses X", "how many Y", "show me Z", "find customer
extract_data_source_info · opensearch-flux found in code, not yet checked
Extract data source IDs and details from an NDJSON export
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.