FenjuFu opened a new pull request, #18552:
URL: https://github.com/apache/dolphinscheduler/pull/18552

   ## Was this PR generated or assisted by AI?
   
   YES. AI assisted with repository research, drafting the bilingual 
documentation, and selecting validation commands. The resulting diff and 
referenced project capabilities were verified against the current source 
repositories.
   
   ## Purpose of the pull request
   
   Closes #18551.
   
   Add a discoverable, neutral entry point for community-maintained Model 
Context Protocol integrations without presenting third-party projects as Apache 
DolphinScheduler components.
   
   ## Brief change log
   
   - Add English and Chinese community MCP integration pages.
   - List iflytek/dolphin-mcp-pilot and ocean-zhc/dolphinscheduler-mcp with 
their different focus and authentication options.
   - Document third-party maintenance boundaries and security guidance for 
AI-agent access.
   - Add both pages to the English and Chinese integration navigation.
   
   ## Verify this pull request
   
   This documentation-only change was verified as follows:
   
   - .\mvnw.cmd -N spotless:check
   - python -X utf8 img_utils.py -v dev-syntax
   - node --check docs\configs\docsdev.js
   - Verified both relative Open API links resolve to existing English and 
Chinese documents.
   
   ## Pull Request Notice
   
   [Pull Request 
Notice](https://github.com/apache/dolphinscheduler/blob/dev/docs/docs/en/contribute/join/pull-request.md)


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