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- We **reuse their MCP actions** and surface them through **MCPStack**.
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- As the upstream evolves, **some actions / endpoints may deprecate**. Our wrapper is intentionally lightweight, so updating to new upstream versions should be straightforward.
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- As the upstream evolves, **some actions / endpoints may deprecate**. Our wrapper is intentionally lightweight, so updating to new upstream versions should be straightforward.
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If you hit an incompatibility, **please open an issue** and we’ll track an update to align with the Jupyter MCP Server.
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### What is MCPStack, in layman’s terms?
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The **Model Context Protocol (MCP)** standardises how tools talk to LLMs.
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The **Model Context Protocol (MCP)** standardises how tools talk to LLMs.
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`MCPStack` lets you **stack multiple MCP tools together** into a pipeline and expose them to an LLM host (e.g., Claude Desktop).
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Think **scikit-learn pipelines, but for LLM tooling**:
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