# Snowflake L1 · Needs a person Snowflake is a cloud data platform. **Can an AI agent use Snowflake? No.** Our agent couldn't get into Snowflake on its own. Category: Data warehouses · Connects by: MCP, API, CLI, SDK · Agent payments: None found · Driven: 26 Oct 2026 **How to connect** - API base URL: `https://org-account.snowflakecomputing.com` (documented). Source: https://docs.snowflake.com/en/developer-guide/snowflake-rest-api/reference - CLI install: `npm install -g @snowflake/stellar-cli` (documented). Source: https://www.npmjs.com/package/@snowflake/stellar-cli - Docs page: `https://docs.snowflake.com/en/` (tested in our drive). Source: https://docs.snowflake.com/en/ **Level 1: Needs a person.** Agents can't get in on their own. - Got in by: A person sets it up (Not on its own in its last 2 drives) - Got as far as: Sign up (Use, Pay and Leave not reached) - To reach L2: Let an agent sign up on its own. 2 drives on one day, awaiting confirmation [What the levels mean](https://agentdrives.com/method/levels?via=md) ## From finding it to leaving What an agent managed without a person, at each step. 1. **Find**: On its own. Docs it can act on: llms.txt, an OpenAPI and an MCP server. 296 doc pages read. 2. **Get in**: Stopped. Can't sign up. A visible image puzzle follows the sign-up form. Stopped here. [The page it saw](https://agentdrives.com/stops/snowflake.png) 3. **Use**: Not reached. Tasks need an account. 4. **Pay**: Not reached. Buying needs an account. 5. **Leave**: Not reached. Nothing to cancel or delete. ## Getting in None of the 5 ways in got our agent in on its own; one got partway. Where it stopped: **Email and password**. A visible image puzzle follows the sign-up form. - Both kinds of agent (On a server, or in its own browser): No. Signing up needs a person: it asks for a bot check. - Signed agent (Known to Cloudflare): No. The sign-up page opens. The CAPTCHA on the form stops them too. | Way in | What happened | |---|---| | No key needed | Partway | | Email and password | Stopped by a CAPTCHA | | Continue with Google | Not tried: Not part of this drive | | Sign-in for apps (OAuth, MCP) | Not tried: Not part of this drive | | Continue with Microsoft | Not tried: Not part of this drive | [How agents get past bot checks](https://agentdrives.com/guides/let-signed-agents-past-your-bot-check.md?via=md) ## What an agent can do with Snowflake No task was tried: our agent couldn't get into Snowflake. Core tasks Snowflake offers an agent: - Run a database query (API, CLI) - Create a database (API, CLI) - Create a table (API, CLI) - List databases and read their schema (API, CLI) - Call an LLM through a gateway (API) - Run a vector search (API) - Sync external data into a table (Web app) - Delegate a task to the built-in AI agent (CLI) - Ask the built-in AI assistant a question (Web app) What it can't do, and why: - Run queries, create databases or tables, use Cortex AI or the MCP server: All of these need an account, which could not be made. 14 more tasks it offers: - Resize database compute (API, CLI) - Create text embeddings (API) - Run a full-text search (API) - Create a database trigger or function (API, CLI) - Enable a database extension (Web app) - Extract data from a document (API) - Analyse an image with AI (API) - Search a product directory (Web app) - Set row-level security policies (API, CLI) - Read service metrics (Web app) - Read the audit log (API, CLI) - Configure SAML SSO (Web app) - Set a member's role or permissions (API, CLI) - Encrypt data with your own key (Web app) **Surface audit:** 653 documented operations, 0 run, 0 passed, 645 blocked (sandbox or plan limits), 9 left out to stay safe. ## How an agent connects MCP, API, CLI, SDK and llms.txt found. Agent surfaces: API documented · MCP documented · CLI documented · SDK documented · Docs tested · Agent payments none found. Issues found: 1. - **MCP server**: Listed, not tested. Official server. Snowflake-managed, per account. (9 tools across its docs) - **API**: Listed, not tested. SQL API (3 operations) plus REST API; 418 operations in the published specs. (418 operations across its docs) - **OpenAPI**: Unknown. - **CLI**: Listed, not tested. Snowflake CLI (snow) and CoCo CLI (cortex 1.2.18) (214 commands across its docs) - **SDK**: Listed, not tested. Python connector, Snowflake Python API, Snowpark; JDBC, ODBC, Go, Node.js drivers. (5 methods across its docs) - **llms.txt**: Yes. https://docs.snowflake.com/llms.txt - **Agent payments**: None found. The checkout wasn't reached: On demand. - **Docs**: Some gaps. Covers getting started, auth, error codes and code examples. https://docs.snowflake.com/en/ (296 of 10,661 pages read) [The standards](https://agentdrives.com/standard) ## Tips for agent builders - Read docs as Markdown: append .md to any docs.snowflake.com page or send Accept: text/markdown; start at https://docs.snowflake.com/llms.txt. - The CoCo CLI installs without a browser from https://ai.snowflake.com/static/cc-scripts/install.sh but needs a connection in ~/.snowflake/connections.toml before any command works. - Marketplace listings are public at app.snowflake.com/marketplace/data-products/search?search= without signing in. ## How Snowflake compares In Data warehouses: 2 of the 7 products we drove in Data warehouses are higher; 4 others share L1. - [ClickHouse Cloud](https://agentdrives.com/tools/clickhouse.md?via=md): L4, Gets in on its own - [MotherDuck](https://agentdrives.com/tools/motherduck.md?via=md): L4, Gets in on its own - [Databricks](https://agentdrives.com/tools/databricks.md?via=md): L1, Can't sign up on its own - [Firebolt](https://agentdrives.com/tools/firebolt.md?via=md): L1, Can't sign up on its own - **Snowflake** (this page): L1, Can't sign up on its own - [Starburst](https://agentdrives.com/tools/starburst.md?via=md): L1, Can't sign up on its own - [Tinybird](https://agentdrives.com/tools/tinybird.md?via=md): L1, Can't sign up on its own [All 7 in Data warehouses](https://agentdrives.com/categories/data-warehouses?via=md) Sorted by level, then work done, then time to the first call. [How we rank](https://agentdrives.com/method?via=md#order) On our standard (12 criteria: against other data warehouses products where we measured 5 or more, otherwise against every product we measured): - [The best way in is built for agents](https://agentdrives.com/standard#in-12): **In the middle** 3 of 6 others (data warehouses products) lower, 3 the same. - [Versions an agent can pin](https://agentdrives.com/standard#api-07): **Level with most** 3 of 4 others (data warehouses products) the same, 1 lower. - [Every way in works for an agent](https://agentdrives.com/standard#in-11): **In the middle** 2 of 6 others (data warehouses products) lower, 2 the same, 2 higher. - [Export before leaving](https://agentdrives.com/standard#leave-03): **Level with most** 4 of 6 others (data warehouses products) the same, 1 lower, 1 higher. - [WebMCP tools on the web app](https://agentdrives.com/standard#proto-02): **The same as all** 5 others (data warehouses products). - [Pages fit one fetch](https://agentdrives.com/standard#docs-08): **Level with most** 5 of 6 others (data warehouses products) the same, 1 higher. - [Spend an agent can see and cap](https://agentdrives.com/standard#pay-05): **Level with most** 3 of 5 others (data warehouses products) the same, 2 higher. - [Docs an agent can navigate](https://agentdrives.com/standard#docs-11): **In the middle** 3 of 6 others (data warehouses products) the same, 3 higher. - [One way to page through lists](https://agentdrives.com/standard#api-03): **Behind most** 53 of 87 others (every product) higher, 34 the same. - [Prices an agent can read](https://agentdrives.com/standard#find-06): **Behind most** 5 of 6 others (data warehouses products) higher, 1 the same. - [Sign-in for agents acting for a person](https://agentdrives.com/standard#in-08): **Behind most** 5 of 6 others (data warehouses products) higher, 1 the same. - [A path written for agents](https://agentdrives.com/standard#docs-10): **The lowest result** All 6 others (data warehouses products) higher. [How each criterion is graded](https://agentdrives.com/standard) ## For the team behind Snowflake **7 things to fix for agents.** Agent blockers: 1 found · Agent surfaces: no issues found. Safety review: no issues found. Agents get stuck at Get in. Prove Snowflake is yours, then see where each issue is, read your safety findings and ask for a free drive after a fix. How to fix each one comes with the Audit. - Find: Clear - Get in: Blocks agents - Use: Not reached - Pay: Not reached - Leave: Not reached [Claim Snowflake, free](https://agentdrives.com/app/products?add=snowflake.com&ref=listing) · [What a drive covers](https://agentdrives.com/method?via=md) ## Where Snowflake fits - Category: [Data and storage](https://agentdrives.com/categories/data?via=md), [Data warehouses](https://agentdrives.com/categories/data-warehouses?via=md) - Wall: [Bot checks](https://agentdrives.com/access/get-in/bot-checks) (kept our agent out), [Google reCAPTCHA bot check](https://agentdrives.com/vendors/recaptcha) (the check, and every product we met it at), [Let signed AI agents past your bot check](https://agentdrives.com/guides/let-signed-agents-past-your-bot-check?via=md) (fix guide) - Standards: [MCP](https://agentdrives.com/standards/mcp) (tools an agent can call), [llms.txt](https://agentdrives.com/standards/llms-txt) (its docs, listed for agents) - Steps: [Find](https://agentdrives.com/access/find), [Get in](https://agentdrives.com/access/get-in) (stopped here), [Use](https://agentdrives.com/access/use), [Pay](https://agentdrives.com/access/pay), [Leave](https://agentdrives.com/access/leave) - Rivals: [Databricks](https://agentdrives.com/tools/databricks?via=md) (L1), [Firebolt](https://agentdrives.com/tools/firebolt?via=md) (L1), [Starburst](https://agentdrives.com/tools/starburst?via=md) (L1) ## Cited in 1 article - [CLI for AI agents: 11 of 14 databases have one](https://agentdrives.com/research/which-kinds-of-software-give-ai-agents-a-cli-or-mcp-server?via=md) Data: [JSON](https://agentdrives.com/api/tools/snowflake.json?via=md) · [Markdown](https://agentdrives.com/tools/snowflake.md?via=md) · [History](https://agentdrives.com/tools/snowflake/history?via=md) · [Atom](https://agentdrives.com/feeds/tools/snowflake.atom) · [JSON Feed](https://agentdrives.com/feeds/tools/snowflake.json) · licence [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) **Found an error?** [Tell us on this page](https://agentdrives.com/tools/snowflake?via=md#correct) or read [how corrections work](https://agentdrives.com/corrections?via=md).