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17 changes: 17 additions & 0 deletions README.md
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# notion-snowflake-mcp

Notion's fork of [`snowflake-labs-mcp`](https://github.com/Snowflake-Labs/mcp). Published to [Pyx](https://api.pyx.dev/simple/notion/main) as `notion-snowflake-mcp`.

### Changes from upstream

- **Lazy Snowflake connection** -- avoids SSO browser popup on server startup
- **Snowflake SQL dialect for statement parsing** -- fixes JSON/CTE queries blocked as "unknown" statement type
- **Query comment injection** -- automatic observability metadata on every query (replaces `ALTER SESSION SET QUERY_TAG`)
- **`set_query_context` tool** -- lets agents set intent, domain, and dataset metadata at runtime

See [CHANGELOG.md](CHANGELOG.md) for full details.

---

*The rest of this README is from the upstream project.*

# Snowflake Cortex AI Model Context Protocol (MCP) Server

<a href="https://emerging-solutions-toolbox.streamlit.app/">
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