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[aipp-plugin] refactor: replace MCP client with LangChain4j MCP module#598

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loveTsong merged 7 commits intoModelEngine-Group:1.3.xfrom
loveTsong:feature/replace-mcp-client
Mar 4, 2026
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[aipp-plugin] refactor: replace MCP client with LangChain4j MCP module#598
loveTsong merged 7 commits intoModelEngine-Group:1.3.xfrom
loveTsong:feature/replace-mcp-client

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@loveTsong loveTsong commented Mar 4, 2026

🔗 相关问题 / Related Issue

Issue 链接 / Issue Link: N/A

  • 我已经创建了相关 Issue 并进行了讨论 / I have created and discussed the related issue
  • 这是一个微小的修改(如错别字),不需要 Issue / This is a trivial change (like typo fix) that doesn't need an issue

📋 变更类型 / Type of Change

  • 🐛 Bug 修复 / Bug fix (non-breaking change which fixes an issue)
  • ✨ 新功能 / New feature (non-breaking change which adds functionality)
  • 💥 破坏性变更 / Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • 📚 文档更新 / Documentation update
  • 🔧 重构 / Refactoring (no functional changes)
  • ⚡ 性能优化 / Performance improvement
  • 📦 依赖升级 / Dependency upgrade (update dependencies to newer versions)
  • 🚀 功能增强 / Feature enhancement (improve existing functionality without breaking changes)
  • 🧹 代码清理 / Code cleanup

📝 变更目的 / Purpose of the Change

This PR replaces the custom MCP (Model Context Protocol) client implementation with the LangChain4j MCP module. The change aims to:

  1. Use a more mature and well-maintained MCP client library
  2. Reduce maintenance burden by leveraging LangChain4j's ongoing development

📋 主要变更 / Brief Changelog

  • Replace custom McpClient implementation with LangChain4j MCP module

🧪 验证变更 / Verifying this Change

测试步骤 / Test Steps

  1. Build the project: mvn clean install
  2. Run unit tests: mvn test
  3. Verify that all tests pass, including new LangChain4jMcpClientTest
  4. Test MCP tool listing and execution in LlmComponent and WaterFlowAgent

测试覆盖 / Test Coverage

  • 我已经添加了单元测试 / I have added unit tests
  • 所有现有测试都通过 / All existing tests pass
  • 我已经进行了手动测试 / I have performed manual testing

📸 截图 / Screenshots

N/A

✅ 贡献者检查清单 / Contributor Checklist

请确保你的 Pull Request 符合以下要求 / Please ensure your Pull Request meets the following requirements:

基本要求 / Basic Requirements:

  • 确保有 GitHub Issue 对应这个变更(微小变更如错别字除外)/ Make sure there is a Github issue filed for change (trivial changes like typos excluded)
  • 你的 Pull Request 只解决一个 Issue,没有包含其他不相关的变更 / Your PR addresses just this issue, without pulling in other changes - one PR resolves one issue
  • PR 中的每个 commit 都有有意义的主题行和描述 / Each commit in the PR has a meaningful subject line and body

代码质量 / Code Quality:

  • 我的代码遵循项目的代码规范 / My code follows the project's coding standards
  • 我已经进行了自我代码审查 / I have performed a self-review of my code
  • 我已经为复杂的代码添加了必要的注释 / I have commented my code, particularly in hard-to-understand areas

测试要求 / Testing Requirements:

  • 我已经编写了必要的单元测试来验证逻辑正确性 / I have written necessary unit-tests to verify the logic correction
  • 当存在跨模块依赖时,我尽量使用了 mock / I have used mocks when cross-module dependencies exist
  • 基础检查通过:mvn -B clean package -Dmaven.test.skip=truenpm install --force && npm run build:pro / Basic checks pass
  • 单元测试通过:mvn clean install / Unit tests pass

文档和兼容性 / Documentation and Compatibility:

  • 我已经更新了相应的文档 / I have made corresponding changes to the documentation
  • 如果有破坏性变更,我已经在 PR 描述中详细说明 / If there are breaking changes, I have documented them in detail
  • 我已经考虑了向后兼容性 / I have considered backward compatibility

📋 附加信息 / Additional Notes

The refactoring maintains backward compatibility by keeping the same public API for LlmComponent and WaterFlowAgent. The internal implementation change is transparent to users.


审查者注意事项 / Reviewer Notes:

Key areas to review:

  1. LangChain4j MCP module integration correctness
  2. Factory pattern implementation for dependency injection
  3. Test coverage for LangChain4jMcpClient

🤖 Create by Agent

@loveTsong loveTsong self-assigned this Mar 4, 2026
@loveTsong loveTsong added in: builder Issues in app-builder modules type: enhancement A general enhancement labels Mar 4, 2026
@loveTsong loveTsong added this to Nova Mar 4, 2026
@loveTsong loveTsong added this to the 1.3.3 milestone Mar 4, 2026
@loveTsong loveTsong merged commit 5523494 into ModelEngine-Group:1.3.x Mar 4, 2026
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@github-project-automation github-project-automation bot moved this to Done in Nova Mar 4, 2026
@loveTsong loveTsong linked an issue Mar 4, 2026 that may be closed by this pull request
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in: builder Issues in app-builder modules type: enhancement A general enhancement

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