Introduction to AI Cloud Security - Discover how to revolutionize your cloud security operations with artificial intelligence. Register now ❯

CloudQuery

AI
CloudQuery News

Generate CloudQuery Configuration with Natural Language

CloudQuery just made getting started even faster.
With our updated MCP Server, you can now generate CloudQuery configuration files directly from natural language prompts. No boilerplate, no guesswork, no referencing docs: just tell it what you want, and it’ll create the config you need to start syncing in minutes.
Want AWS EC2 data into Postgres? Or Okta users into BigQuery? Just ask, and the config is generated for you.

Why this matters #

Getting started with CloudQuery is easy. However, users may not be familiar with a specific source. With the CloudQuery MCP Server, unfamiliar sources are trouble no more:
  • Faster onboarding —> Skip the docs and writing boilerplate
  • Less friction —> Go from 0 to 1 faster, and go to production in hours instead of days
  • Developer-first —> You’re still in control, with configuration managed in code
This is part of our bigger mission: making cloud infrastructure data available for insights to all.

See it in action #

CloudQuery MCP Server Demo YouTube Video

Inspiration #

Here are some prompts to get you started:
SourceDestinationExample Prompt
AWSPostgres"Sync all AWS S3 buckets into Postgres, and then help me look for publicly accessible buckets."
AWSBigQuery"Create a config to pull AWS EC2 instances into BigQuery, and find those on IMDS v1"
OktaSnowflake"Generate a config that loads Okta users and groups into Snowflake."
GCPPostgres"Pull GCP Compute Engine VM metadata into Postgres."
GCPBigQuery"Sync GCP Cloud Storage buckets into BigQuery."
NotionPostgres"Sync all users from my Notion workspace into Postgres and find those with Admin credentials."
SalesforceBigQuery"Extract Salesforce leads and opportunities into BigQuery."

Move fast with CloudQuery ELT #

With CloudQuery, go from idea —> config —> sync in record time without ever having to write code. Try it today 👉  download CloudQuery and the CloudQuery MCP Server: see the docs or download here.

Related posts

Turn cloud chaos into clarity

Find out how CloudQuery can help you get clarity from a chaotic cloud environment with a personalized conversation and demo.


© 2025 CloudQuery, Inc. All rights reserved.