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5 changes: 4 additions & 1 deletion README.md
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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.
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