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@@ -21,7 +21,7 @@ pip install pyTigerGraph
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| Extra | What it adds | Install command |
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|-------|-------------|-----------------|
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|`gds`| Graph Data Science — data loaders for PyTorch Geometric, DGL, and Pandas |`pip install 'pyTigerGraph[gds]'`|
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|`mcp`| Model Context Protocol server — installs [`tigergraph-mcp`](https://github.com/tigergraph/tigergraph-mcp) (convenience alias) |`pip install 'pyTigerGraph[mcp]'`|
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|`mcp`| Model Context Protocol server — installs [`pyTigerGraph-mcp`](https://github.com/tigergraph/tigergraph-mcp) (convenience alias) |`pip install 'pyTigerGraph[mcp]'`|
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|`fast`|[orjson](https://github.com/ijl/orjson) JSON backend — 2–10× faster parsing, releases the GIL under concurrent load |`pip install 'pyTigerGraph[fast]'`|
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Extras can be combined:
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## MCP Server
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The TigerGraph MCP server is now a standalone package: **[tigergraph-mcp](https://github.com/tigergraph/tigergraph-mcp)**. It exposes TigerGraph operations as tools for AI agents and LLM applications (Claude Desktop, Cursor, Copilot, etc.).
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The TigerGraph MCP server is now a standalone package: **[pyTigerGraph-mcp](https://github.com/tigergraph/tigergraph-mcp)**. It exposes TigerGraph operations as tools for AI agents and LLM applications (Claude Desktop, Cursor, Copilot, etc.).
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```sh
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# Recommended — install the standalone package directly
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pip install tigergraph-mcp
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pip install pyTigerGraph-mcp
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# Or via the pyTigerGraph convenience alias (installs tigergraph-mcp automatically)
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# Or via the pyTigerGraph convenience alias (installs pyTigerGraph-mcp automatically)
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pip install 'pyTigerGraph[mcp]'
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# Start the server (reads connection config from environment variables)
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tigergraph-mcp
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```
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For full setup instructions, available tools, configuration examples, and multi-profile support, see the **[tigergraph-mcp README](https://github.com/tigergraph/tigergraph-mcp#readme)**.
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For full setup instructions, available tools, configuration examples, and multi-profile support, see the **[pyTigerGraph-mcp README](https://github.com/tigergraph/tigergraph-mcp#readme)**.
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> **Migrating from `pyTigerGraph.mcp`?** Update your imports:
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