support MCP for GraphRAG server

[cgwer]

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• I had searched in the feature and found no similar feature requirement.

Feature Description (功能描述)

support MCP for GraphRAG server

Are you willing to submit a PR?

• Yes I am willing to submit a PR!

Code of Conduct

• I agree to follow this project's Code of Conduct