snowflake-analytics-mcp-server (Analytics-model-LTD/snowflake-analytics-mcp-server) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

C
Emerging
74/100
9 days ago

snowflake-analytics-mcp-server

An MCP server for Snowflake that enables table discovery, metadata inspection, and SQL query execution through natural language, supporting password, key-pair, and OAuth authentication.

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

Analytics-model-LTD

Source: Glama

Is this your MCP?

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// key findings
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
🔐
You'll be asked for 3 credentials: SNOWFLAKE_PASSWORD, SNOWFLAKE_PRIVATE_KEY, SNOWFLAKE_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configQUERY_TIMEOUT_MS60000 Client-side query timeout
configSNOWFLAKE_AUTHENTICATORSNOWFLAKE SNOWFLAKE (password), SNOWFLAKE_JWT (key-pair), OAUTH
configSNOWFLAKE_CORTEX_ENABLEDtrue Register the Cortex AI tools. Set false to hide them
configSNOWFLAKE_CORTEX_MODELllama3.1-8b Default model for Cortex AI_COMPLETE / text-to-SQL
configSNOWFLAKE_DATABASErecommended — Default database (used by list_tables, and as the fallback when a caller passes an inaccessible database)
🔐 secretSNOWFLAKE_PASSWORD✅ (password auth) — Password (required unless using key-pair/OAuth)
🔐 secretSNOWFLAKE_PRIVATE_KEYkey-pair — PEM private key contents
configSNOWFLAKE_PRIVATE_KEY_PASSPHRASEPassphrase, if the key is encrypted
configSNOWFLAKE_PRIVATE_KEY_PATHkey-pair — Path to a PEM private key file (alternative to above)
configSNOWFLAKE_READ_ONLYtrue Blocks writes/DDL in execute_query. Set false to allow them
configSNOWFLAKE_ROLERole to assume
configSNOWFLAKE_ROW_LIMIT1000 Hard cap on returned rows
configSNOWFLAKE_SCHEMArecommended — Default schema
🔐 secretSNOWFLAKE_TOKENOAuth — OAuth access token (with SNOWFLAKE_AUTHENTICATOR=OAUTH)
configSNOWFLAKE_WAREHOUSEVirtual warehouse to use
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

14/14 tools missing one or more hints — test_connection (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_databases (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_schemas (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +11 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

Tests exist

No test files found

Add tests that exercise each declared tool.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/analytics-model-ltd-snowflake-analytics-mcp-server-yohn9a)](https://m8ven.ai/mcp/analytics-model-ltd-snowflake-analytics-mcp-server-yohn9a)
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commit: 6a975cf96a854edcab78d9ec63dd0f158ccbec50
code hash: f765a207780df6f2fed6d745f0d73881470c94b0140192a8e9d20ba9133fdbc8
verified: 8/20/2026, 9:03:49 AM
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