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     <img src="https://github.com/user-attachments/assets/aa206d11-1d86-4f32-8a6d-49fe9715b098" alt="image" width="150" align="right";">
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-This Snowflake MCP server provides tooling for Snowflake Cortex AI, object management, and SQL orchestration, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client (e.g. [Claude for Desktop](https://claude.ai/download), [fast-agent](https://fast-agent.ai/), [Agentic Orchestration Framework](https://github.com/Snowflake-Labs/orchestration-framework/blob/main/README.md)), users can leverage these features.
+> [!NOTE]
+> Snowflake now has an official [managed MCP server](https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-agents-mcp). This community version continues to be maintained and offers some different capabilities like semantic YAML file support, object management tools, and local deployment options.
+
+This community MCP server provides tooling for Snowflake Cortex AI, object management, and SQL orchestration. When connected to an MCP Client (e.g. [Claude for Desktop](https://claude.ai/download), [fast-agent](https://fast-agent.ai/), [Cursor](https://www.cursor.com/)), users can leverage these features.
 
 The MCP server currently supports the below capabilities:
 - **[Cortex Search](https://docs.snowflake.com/en/user-guide/snowflake-cortex/cortex-search/cortex-search-overview)**: Query unstructured data in Snowflake as commonly used in Retrieval Augmented Generation (RAG) applications.