Add release notes (#2693)

Co-authored-by: 澄潭 <zty98751@alibaba-inc.com>
2026-03-01 23:20:52 +08:00 · 2025-07-31 14:23:54 +08:00
parent d98f8b8b21
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+# Higress
+
+
+## 📋 Overview of This Release
+
+This release includes **31** updates, covering enhancements, bug fixes, performance optimizations, and more.
+
+### Update Distribution
+
+- **New Features**: 13 items
+- **Bug Fixes**: 5 items
+- **Refactoring and Optimization**: 7 items
+- **Documentation Updates**: 5 items
+- **Testing Improvements**: 1 item
+
+### ⭐ Key Highlights
+
+This release contains **2** major updates, which are highly recommended to focus on:
+
+- **feat: Add Higress API MCP server** ([#2517](https://github.com/alibaba/higress/pull/2517)): The newly added Higress API MCP server functionality enhances AI Agent's management capabilities over Higress resources, supporting the creation, deletion, modification, and querying of routes and services through MCP, thereby improving the system's flexibility and maintainability.
+- **Migrate WASM Go Plugins to New SDK and Go 1.24** ([#2532](https://github.com/alibaba/higress/pull/2532)): The underlying compilation dependency for developing Wasm Go plugins has been switched from TinyGo to native Go 1.24, improving plugin compatibility and performance, ensuring alignment with the latest technology stack, and providing users with more stable and efficient plugin support.
+
+For more details, please refer to the detailed description of key features below.
+
+---
+
+## 🌟 Detailed Description of Key Features
+
+Below are the detailed descriptions of the important features and improvements in this release:
+
+### 1. feat: Add Higress API MCP server
+
+**Related PR**: [#2517](https://github.com/alibaba/higress/pull/2517) | **Contributor**: [@cr7258](https://github.com/cr7258)
+
+**Usage Background**
+
+In modern microservice architectures, the API gateway, as the entry point, requires flexible and powerful configuration management capabilities. Higress, as a high-performance API gateway, provides rich features for managing routes, service origins, and plugins. However, the existing configuration management methods may not be flexible enough to meet complex operational needs. To address this issue, PR #2517 introduces the Higress API MCP Server, providing a new way to manage configurations through the Higress Console API. This feature is primarily aimed at operations personnel and developers who need advanced and dynamic management of Higress.
+
+**Feature Details**
+
+This change implements the Higress API MCP Server, re-implementing an MCP server using golang-filter that can call the Higress Console API to manage routes, service origins, and plugins. The specific implementation includes:
+1. Added the HigressClient class to handle interactions with the Higress Console API.
+2. Implemented various management tools such as route management (list-routes, get-route, add-route, update-route), service origin management (list-service-sources, get-service-source, add-service-source, update-service-source), and plugin management (get-plugin, delete-plugin, update-request-block-plugin).
+3. Modified relevant configuration files and README documentation, providing detailed configuration examples and usage instructions.
+4. Code changes involve multiple files, including `config.go`, `client.go`, `server.go`, etc., ensuring the completeness and extensibility of the feature.
+
+**Usage Instructions**
+
+To enable and configure the Higress API MCP Server, follow these steps:
+1. Add the MCP Server configuration in the Higress ConfigMap, specifying the URL, username, and password of the Higress Console.
+2. When starting the Higress Gateway, ensure that `mcpServer.enable` is set to `true`.
+3. Use the provided tool commands (e.g., `list-routes`, `add-route`) to manage routes, service origins, and plugins.
+4. Configuration example:
+```yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: higress-config
+  namespace: higress-system
+data:
+  higress: |-
+    mcpServer:
+      sse_path_suffix: /sse
+      enable: true
+      servers:
+        - name: higress-api-mcp-server
+          path: /higress-api
+          type: higress-api
+          config:
+            higressURL: http://higress-console.higress-system.svc.cluster.local
+            username: admin
+            password: <password>
+```
+Notes:
+- Ensure that the Higress Console URL, username, and password are correct.
+- It is recommended to use environment variables or encrypted storage for the password to enhance security.
+
+**Feature Value**
+
+The Higress API MCP Server brings the following specific benefits to users:
+1. **Improved Operational Efficiency**: Through a unified MCP interface, users can more conveniently manage and configure Higress resources via AI Agent, reducing the complexity and error rate of manual operations.
+2. **Enhanced System Flexibility**: Support for dynamic management and updating of routes, service origins, and plugins makes the system more flexible and able to quickly respond to changes in business requirements.
+3. **Increased System Stability**: Automated configuration management reduces the possibility of human errors, thereby enhancing the stability and reliability of the system.
+4. **Easy Integration**: The design of the Higress API MCP Server makes it easy to integrate with other AI agents and tools, facilitating the construction of a complete automated operations system.
+
+---
+
+### 2. Migrate WASM Go Plugins to New SDK and Go 1.24
+
+**Related PR**: [#2532](https://github.com/alibaba/higress/pull/2532) | **Contributor**: [@erasernoob](https://github.com/erasernoob)
+
+**Usage Background**
+
+With the development of the Go language, new versions provide many performance optimizations and security improvements. This PR aims to migrate WASM Go plugins from the old SDK to the new SDK and upgrade the Go version to 1.24. This not only resolves some known issues in the old version but also paves the way for future feature expansion and performance optimization. The target user group includes developers and operations personnel using Higress for microservice management and traffic control.
+
+**Feature Details**
+
+This PR mainly implements the following features: 1) Updated the workflow files for building and testing plugins to support the new Go version; 2) Modified the Dockerfile and Makefile, removing support for TinyGo and switching to the standard Go compiler for generating WASM files; 3) Updated the go.mod file, referencing new package paths and versions; 4) Adjusted the import path of the logging library, unifying the use of the new logging library. These changes allow the plugins to better utilize the new features of Go 1.24, such as improved garbage collection and more efficient compiler optimizations. Additionally, removing support for TinyGo simplifies the build process and reduces potential compatibility issues.
+
+**Usage Instructions**
+
+To enable and configure this feature, first ensure that your development environment has Go 1.24 installed. Then, you can specify the new build parameters by modifying the project's Makefile and Dockerfile. For example, set `GO_VERSION ?= 1.24.4` in the Makefile and use `ARG BUILDER=higress-registry.cn-hangzhou.cr.aliyuncs.com/plugins/wasm-go-builder:go1.24.4-oras1.0.0` in the Dockerfile. A typical use case is when you need to deploy new WASM plugins in Higress. Best practices include regularly updating dependencies to the latest versions and ensuring that all related code is adapted to the new version.
+
+**Feature Value**
+
+This refactoring brings multiple benefits to users: 1) Improved plugin runtime efficiency and stability, thanks to the new features and optimizations in Go 1.24; 2) Simplified build process, reducing dependency on third-party tools (such as TinyGo) and lowering maintenance costs; 3) Unified code style and dependency management, improving the readability and maintainability of the project; 4) Enhanced system security by adopting the latest Go version to fix known security vulnerabilities. These improvements make the Higress ecosystem more robust, providing a more powerful and reliable microservice management platform for users.
+
+---
+
+## 📝 Full Changelog
+
+### 🚀 New Features (Features)
+
+- **Related PR**: [#2679](https://github.com/alibaba/higress/pull/2679) \
+  **Contributor**: @erasernoob \
+  **Change Log**: This PR adds support for external service FQDN in image annotations and includes corresponding test cases to ensure the correctness and stability of the new feature. \
+  **Feature Value**: Allows users to specify external FQDN as the image target, enhancing the system's flexibility and applicability, and facilitating the integration of more external resources.
+
+- **Related PR**: [#2667](https://github.com/alibaba/higress/pull/2667) \
+  **Contributor**: @hanxiantao \
+  **Change Log**: This PR adds support for setting a global route rate limit threshold for the AI Token rate-limiting plugin, while optimizing the underlying logic related to the cluster-key-rate-limit plugin and improving log messages. \
+  **Feature Value**: By adding support for global rate limit thresholds, users can more flexibly manage traffic, avoiding the impact of a single route's excessive traffic on the entire system's stability.
+
+- **Related PR**: [#2652](https://github.com/alibaba/higress/pull/2652) \
+  **Contributor**: @OxalisCu \
+  **Change Log**: This PR adds support for the first-byte timeout for LLM streaming requests in the ai-proxy plugin by modifying the provider.go file. \
+  **Feature Value**: This feature allows users to set a first-byte timeout for LLM streaming requests, improving system stability and user experience.
+
+- **Related PR**: [#2650](https://github.com/alibaba/higress/pull/2650) \
+  **Contributor**: @zhangjingcn \
+  **Change Log**: This PR implements the functionality to fetch ErrorResponseTemplate configuration from the Nacos MCP registry by modifying the mcp_model.go and watcher.go files to support new metadata handling. \
+  **Feature Value**: This feature enhances the integration with the Nacos MCP registry, allowing the use of custom response templates in case of errors, thus improving error handling flexibility and user experience.
+
+- **Related PR**: [#2649](https://github.com/alibaba/higress/pull/2649) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: This PR adds support for three different URL formats for Azure OpenAI and ensures that the `api-version` parameter is always required. The changes involve modifying and adding code in several Go files, including request header and path parsing. \
+  **Feature Value**: This enhancement improves the integration capability of the plugin with Azure OpenAI services, allowing users to deploy their models with more diverse URL configurations, thereby enhancing system flexibility and compatibility.
+
+- **Related PR**: [#2648](https://github.com/alibaba/higress/pull/2648) \
+  **Contributor**: @daixijun \
+  **Change Log**: This PR implements support for the qwen Provider for the anthropic /v1/messages interface by adding the relevant code logic in the qwen.go file. \
+  **Feature Value**: Adds support for the Anthropic message interface, enabling users to proxy more artificial intelligence services through Qwen, thus expanding the system's application scope and functionality.
+
+- **Related PR**: [#2585](https://github.com/alibaba/higress/pull/2585) \
+  **Contributor**: @akolotov \
+  **Change Log**: This PR provides a configuration file for the Blockscout MCP server, including detailed README documentation and YAML format configuration settings. \
+  **Feature Value**: By integrating the Blockscout MCP server, users can more conveniently inspect and analyze EVM-compatible blockchains, enhancing the system's functionality and user experience.
+
+- **Related PR**: [#2551](https://github.com/alibaba/higress/pull/2551) \
+  **Contributor**: @daixijun \
+  **Change Log**: This PR adds support for the Anthropic and Gemini APIs in the AI proxy plugin, expanding the system's ability to handle AI requests from different sources. \
+  **Feature Value**: By introducing new API support, users can more flexibly choose different AI service providers, enhancing the system's diversity and availability.
+
+- **Related PR**: [#2542](https://github.com/alibaba/higress/pull/2542) \
+  **Contributor**: @daixijun \
+  **Change Log**: This PR adds token usage statistics for images, audio, and responses interfaces and defines related utility functions as public to reduce code duplication. \
+  **Feature Value**: By supporting token usage statistics for more interfaces, users can more comprehensively understand and manage resource consumption, thereby optimizing cost control.
+
+- **Related PR**: [#2537](https://github.com/alibaba/higress/pull/2537) \
+  **Contributor**: @wydream \
+  **Change Log**: This PR adds support for the Qwen model's text reordering feature in the AI proxy plugin by introducing a new API path. \
+  **Feature Value**: The new Qwen text reordering feature expands the platform's text processing capabilities, allowing users to leverage more advanced models for content optimization and sorting.
+
+- **Related PR**: [#2535](https://github.com/alibaba/higress/pull/2535) \
+  **Contributor**: @wydream \
+  **Change Log**: This PR introduces the `basePath` and `basePathHandling` options for flexible handling of request paths. Users can decide how to use `basePath` by setting `removePrefix` or `prepend`. \
+  **Feature Value**: The new options allow users to more flexibly manage the path mapping between the API gateway and backend services, enhancing the system's adaptability and flexibility.
+
+- **Related PR**: [#2499](https://github.com/alibaba/higress/pull/2499) \
+  **Contributor**: @heimanba \
+  **Change Log**: This PR introduces the `UseManifestAsEntry` field in the GrayConfig structure, updates the relevant functions to support this configuration, and modifies the README documentation and HTML response handling logic. \
+  **Feature Value**: The new `useManifestAsEntry` configuration option allows users to more flexibly control whether to use caching for homepage requests, thereby enhancing the system's flexibility and user experience.
+
+### 🐛 Bug Fixes (Bug Fixes)
+
+- **Related PR**: [#2687](https://github.com/alibaba/higress/pull/2687) \
+  **Contributor**: @Thomas-Eliot \
+  **Change Log**: Fixed an SQL error that occurred when the mcp client used the describeTable tool, ensuring the correctness of the Postgres table description function. \
+  **Feature Value**: This fix improves the system's stability and reliability, ensuring that users can accurately obtain table information when interacting with the mcp-server and Postgres database, enhancing the user experience.
+
+- **Related PR**: [#2662](https://github.com/alibaba/higress/pull/2662) \
+  **Contributor**: @johnlanni \
+  **Change Log**: Resolved two issues in Envoy: fixed a memory leak in proxy-wasm-cpp-host and a 404 error caused by incorrect port mapping when ppv2 was enabled. \
+  **Feature Value**: By fixing the memory leak and port mapping issues, the system's stability and reliability are improved, reducing resource waste and ensuring correct routing configuration.
+
+- **Related PR**: [#2656](https://github.com/alibaba/higress/pull/2656) \
+  **Contributor**: @co63oc \
+  **Change Log**: This PR corrects spelling errors in multiple files, including constant names, function names, and plugin names, ensuring code consistency and readability. \
+  **Feature Value**: By fixing these spelling errors, the code quality is improved, avoiding potential logical errors or compilation failures due to inconsistent naming, and enhancing the system's stability and user experience.
+
+- **Related PR**: [#2623](https://github.com/alibaba/higress/pull/2623) \
+  **Contributor**: @Guo-Chenxu \
+  **Change Log**: Fixed an issue caused by special characters during translation by adjusting the method of generating and processing JSON data to avoid potential JSON structure corruption. \
+  **Feature Value**: This fix ensures that content containing special characters can be correctly processed and displayed, thereby improving the system's stability and user experience.
+
+- **Related PR**: [#2507](https://github.com/alibaba/higress/pull/2507) \
+  **Contributor**: @hongzhouzi \
+  **Change Log**: Corrected an error when compiling golang-filter.so on arm64 architecture due to the installation of x86 toolchains, by ensuring the installation of tools matching the target architecture. \
+  **Feature Value**: This fix resolves the compilation issue on specific hardware architectures (arm64), allowing the project to be successfully built on a wider range of processors, increasing software compatibility and user base.
+
+### ♻️ Refactoring and Optimization (Refactoring)
+
+- **Related PR**: [#2673](https://github.com/alibaba/higress/pull/2673) \
+  **Contributor**: @johnlanni \
+  **Change Log**: Improved the `findEndpointUrl` function to handle multiple SSE messages, not just the first one. This involved optimizing the code logic and adding new unit tests. \
+  **Feature Value**: This enhancement strengthens the MCP endpoint parser's functionality, making it more robust and better compatible with different message formats sent by backend services, improving the system's stability and user experience.
+
+- **Related PR**: [#2661](https://github.com/alibaba/higress/pull/2661) \
+  **Contributor**: @johnlanni \
+  **Change Log**: This PR relaxes the DNS service domain validation rules by modifying the regular expression to allow more flexible domain formats. \
+  **Feature Value**: Relaxing domain validation helps improve the system's flexibility and compatibility, allowing users to use more diverse domain configurations, thereby enhancing the user experience.
+
+- **Related PR**: [#2639](https://github.com/alibaba/higress/pull/2639) \
+  **Contributor**: @johnlanni \
+  **Change Log**: This PR optimizes the request processing flow by disabling rerouting in specific plugins. Specifically, it sets `ctx.DisableReroute` in official plugins that do not require route re-matching. \
+  **Feature Value**: This optimization improves the performance of the plugins, reducing unnecessary route redirections and enhancing the overall efficiency and response speed of the application, providing a smoother experience for users.
+
+- **Related PR**: [#2615](https://github.com/alibaba/higress/pull/2615) \
+  **Contributor**: @johnlanni \
+  **Change Log**: This PR removes the EXTRA_TAGS variable from the Dockerfile and Makefile of the wasm-go plugin and updates the relevant configuration files, simplifying the build process. \
+  **Feature Value**: By cleaning up unused configuration items, this change makes the project structure more concise and clear, helping to reduce potential maintenance costs while maintaining the stability of existing features.
+
+- **Related PR**: [#2598](https://github.com/alibaba/higress/pull/2598) \
+  **Contributor**: @johnlanni \
+  **Change Log**: This PR updates the Go version in the WASM builder image to 1.24.4 and simplifies the contents of the DockerfileBuilder file. \
+  **Feature Value**: By upgrading the Go version and cleaning up unnecessary code, the performance and security of the build environment are improved, allowing users to take advantage of the latest Go language features and security fixes.
+
+- **Related PR**: [#2564](https://github.com/alibaba/higress/pull/2564) \
+  **Contributor**: @rinfx \
+  **Change Log**: Optimized the location of the minimum request count logic, moving it to streamdone, and improved the counting comparison logic in the Redis Lua script. \
+  **Feature Value**: This improvement enhances the system's stability and accuracy under abnormal conditions, ensuring the correct implementation of request counting and load balancing strategies, and improving the user experience.
+
+### 📚 Documentation Updates (Documentation)
+
+- **Related PR**: [#2675](https://github.com/alibaba/higress/pull/2675) \
+  **Contributor**: @Aias00 \
+  **Change Log**: Fixed some broken links in the project documentation, ensuring that users can access the correct links, improving the usability and accuracy of the documentation. \
+  **Feature Value**: By fixing the broken links in the documentation, users can more easily find and use the relevant resources, enhancing the user experience and overall quality of the documentation.
+
+- **Related PR**: [#2668](https://github.com/alibaba/higress/pull/2668) \
+  **Contributor**: @Aias00 \
+  **Change Log**: Improved the README documentation for the Rust plugin development framework, adding a detailed development guide, including environment requirements, build steps, and testing methods. \
+  **Feature Value**: This improvement enhances the maintainability and usability of the project, allowing new developers to get started quickly and better understand and use the Rust Wasm plugin development framework.
+
+- **Related PR**: [#2647](https://github.com/alibaba/higress/pull/2647) \
+  **Contributor**: @Guo-Chenxu \
+  **Change Log**: This PR adds the New Contributors and full changelog sections and introduces markdown forced line breaks to improve the readability and completeness of the documentation. \
+  **Feature Value**: By adding the contributor list and full changelog, as well as improving the Markdown format, the project documentation becomes clearer and more readable, making it easier for users to understand the latest updates and contributors' contributions.
+
+- **Related PR**: [#2635](https://github.com/alibaba/higress/pull/2635) \
+  **Contributor**: @github-actions[bot] \
+  **Change Log**: This PR adds detailed release notes for Higress version 2.1.5, including new features, bug fixes, and performance optimizations. \
+  **Feature Value**: By providing detailed release information, users can better understand the new features and improvements of Higress, enabling them to use the software more effectively.
+
+- **Related PR**: [#2586](https://github.com/alibaba/higress/pull/2586) \
+  **Contributor**: @erasernoob \
+  **Change Log**: Updated the README file for the wasm-go plugin, removed TinyGo-related configurations, adjusted the Go version requirement to 1.24 or higher to support WASM build features, and cleaned up unused code paths. \
+  **Feature Value**: By updating the documentation and environment configuration requirements, developers can correctly set up their development environment to compile the wasm-go plugin, avoiding issues caused by incompatible language versions or dependencies.
+
+### 🧪 Testing Improvements (Testing)
+
+- **Related PR**: [#2596](https://github.com/alibaba/higress/pull/2596) \
+  **Contributor**: @Guo-Chenxu \
+  **Change Log**: This PR adds a new GitHub Actions workflow file to automatically generate and submit a PR for release notes during the release process. The process is based on the higress-report-agent. \
+  **Feature Value**: This feature greatly simplifies the documentation maintenance work during the release process, improves the team's efficiency, and ensures that each version release has detailed change records for users to reference.
+
+---
+
+## 📊 Release Statistics
+
+- 🚀 New Features: 13 items
+- 🐛 Bug Fixes: 5 items
+- ♻️ Refactoring and Optimization: 7 items
+- 📚 Documentation Updates: 5 items
+- 🧪 Testing Improvements: 1 item
+
+**Total**: 31 changes (including 2 major updates)
+
+Thank you to all the contributors for their hard work! 🎉
+
+# Higress Console
+
+
+## 📋 Overview of This Release
+
+This release includes **12** updates, covering various aspects such as feature enhancements, bug fixes, and performance optimizations.
+
+### Distribution of Updates
+
+- **New Features**: 6
+- **Bug Fixes**: 5
+- **Refactoring and Optimization**: 1
+
+---
+
+## 📝 Complete Changelog
+
+### 🚀 New Features (Features)
+
+- **Related PR**: [#562](https://github.com/higress-group/higress-console/pull/562) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: This PR implements the functionality to configure multiple routes in a single route or AI route, modifies the relevant backend and frontend code, and enhances the Kubernetes model converter. \
+  **Feature Value**: It supports adding multiple sub-routes in a single route configuration, providing users with more flexible route management capabilities, enhancing the system's configuration flexibility and user experience.
+
+- **Related PR**: [#560](https://github.com/higress-group/higress-console/pull/560) \
+  **Contributor**: @Erica177 \
+  **Change Log**: This PR adds JSON Schema for multiple plugins, including AI agent, AI cache, etc., defining the structure and properties of plugin configurations, which helps improve the standardization and readability of configurations. \
+  **Feature Value**: By introducing JSON Schema, users can more clearly understand each plugin's configuration items and their functions, simplifying the configuration process and reducing the risk of misconfiguration, thus improving the user experience.
+
+- **Related PR**: [#555](https://github.com/higress-group/higress-console/pull/555) \
+  **Contributor**: @hongzhouzi \
+  **Change Log**: Added execution, list display, and table description tool configuration features for the DB MCP Server, ensuring consistency between console settings and those in higress-gateway. \
+  **Feature Value**: Users can now view and manage the configuration information of the DB MCP Server tools through the console, enhancing the system's visual management and consistency.
+
+- **Related PR**: [#550](https://github.com/higress-group/higress-console/pull/550) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: This PR updates the logic for AI route configuration after updating specific types of LLM providers, ensuring that the routes are correctly synchronized when the upstream service name changes. \
+  **Feature Value**: By automatically updating AI route configurations to adapt to service name changes after certain LLM provider type modifications, it enhances the system's flexibility and stability, reducing the need for manual adjustments.
+
+- **Related PR**: [#547](https://github.com/higress-group/higress-console/pull/547) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: Added undo/redo functionality in the system configuration page by introducing forwardRef and useImperativeHandle to support new APIs for the code editor component. \
+  **Feature Value**: The newly added undo/redo feature improves the operational flexibility of users during system configuration, reducing inconvenience caused by errors and enhancing the user experience.
+
+- **Related PR**: [#543](https://github.com/higress-group/higress-console/pull/543) \
+  **Contributor**: @erasernoob \
+  **Change Log**: This PR upgrades the plugin version from 1.0.0 to 2.0.0, involving updates to related entries in the plugins.properties file. \
+  **Feature Value**: By upgrading the plugin version, it enhances the system's functionality and compatibility, allowing users to benefit from performance optimizations and additional features in the new version.
+
+### 🐛 Bug Fixes (Bug Fixes)
+
+- **Related PR**: [#559](https://github.com/higress-group/higress-console/pull/559) \
+  **Contributor**: @KarlManong \
+  **Change Log**: This PR corrects the line endings of all files in the project except binary and cmd files, unifying them to LF format, avoiding issues caused by inconsistent newline characters. \
+  **Feature Value**: By unifying the line endings to LF, it improves the consistency and compatibility of the code, reducing problems caused by newline character differences, especially in cross-platform development environments.
+
+- **Related PR**: [#554](https://github.com/higress-group/higress-console/pull/554) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: Fixed UI issues in the LLM provider management module, including the missing scheme for Google Vertex service endpoint and the form state not being reset after canceling the add provider operation. \
+  **Feature Value**: By fixing these issues, it improves the user experience when managing and configuring LLM providers, ensuring the consistency and accuracy of the interface and its functions.
+
+- **Related PR**: [#549](https://github.com/higress-group/higress-console/pull/549) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: This PR ensures that the latest plugin configuration is always loaded when opening the configuration drawer, achieved by modifying the data retrieval logic in useEffect. \
+  **Feature Value**: It resolves potential issues where user operations were based on outdated configurations due to untimely updates, improving the user experience and the system's response accuracy.
+
+- **Related PR**: [#548](https://github.com/higress-group/higress-console/pull/548) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: This PR corrects the issue of not trimming leading and trailing whitespace characters from the Wasm image URL before submission, ensuring the URL's validity. \
+  **Feature Value**: By removing extra spaces from the Wasm image URL, it improves data accuracy, preventing loading failures due to formatting issues, thereby enhancing the user experience.
+
+- **Related PR**: [#544](https://github.com/higress-group/higress-console/pull/544) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: Fixed the issue of incorrect error messages displayed when enabling authentication but not selecting a consumer, by updating the translation files and adjusting the code logic to ensure proper error prompts. \
+  **Feature Value**: This fix improves the system's usability and user experience, ensuring that users receive accurate feedback when configuring services, avoiding confusion caused by misleading error messages.
+
+### ♻️ Refactoring (Refactoring)
+
+- **Related PR**: [#551](https://github.com/higress-group/higress-console/pull/551) \
+  **Contributor**: @JayLi52 \
+  **Change Log**: Removed the disabled state for host and port fields in database configurations, changed the default API gateway URL from https to http, and updated the API gateway URL display logic in the MCP detail page. \
+  **Feature Value**: These changes enhance the system's flexibility and user-friendliness, allowing users to customize more configuration options and ensuring that the UI is consistent with backend behavior, improving the user experience.
+
+---
+
+## 📊 Release Statistics
+
+- 🚀 New Features: 6
+- 🐛 Bug Fixes: 5
+- ♻️ Refactoring: 1
+
+**Total**: 12 changes
+
+Thank you to all contributors for your hard work! 🎉
+
--- a/release-notes/2.1.6/README_ZH.md
+++ b/release-notes/2.1.6/README_ZH.md
@@ -0,0 +1,377 @@
+# Higress
+
+
+## 📋 本次发布概览
+
+本次发布包含 **31** 项更新，涵盖了功能增强、Bug修复、性能优化等多个方面。
+
+### 更新内容分布
+
+- **新功能**: 13项
+- **Bug修复**: 5项
+- **重构优化**: 7项
+- **文档更新**: 5项
+- **测试改进**: 1项
+
+### ⭐ 重点关注
+
+本次发布包含 **2** 项重要更新，建议重点关注：
+
+- **feat: Add Higress API MCP server** ([#2517](https://github.com/alibaba/higress/pull/2517)): 新增的Higress API MCP服务器功能增强了AI Agent对Higress资源的管理能力，支持通过MCP进行路由和服务的增删改查操作，提升了系统的灵活性和可维护性。
+- **Migrate WASM Go Plugins to New SDK and Go 1.24** ([#2532](https://github.com/alibaba/higress/pull/2532)): 将开发 Wasm Go 插件的底层编译依赖从 TinyGo 替换为了原生的 Go 1.24，提高了插件的兼容性和性能，确保了与最新技术栈的一致性，为用户提供更稳定和高效的插件支持。
+
+详细信息请查看下方重要功能详述部分。
+
+---
+
+## 🌟 重要功能详述
+
+以下是本次发布中的重要功能和改进的详细说明：
+
+### 1. feat: Add Higress API MCP server
+
+**相关PR**: [#2517](https://github.com/alibaba/higress/pull/2517) | **贡献者**: [@cr7258](https://github.com/cr7258)
+
+**使用背景**
+
+在现代微服务架构中，API网关作为入口点，需要灵活且强大的配置管理能力。Higress作为一个高性能的API网关，提供了丰富的功能来管理路由、服务来源和插件。然而，现有的配置管理方式可能不够灵活，无法满足复杂的运维需求。为了解决这个问题，PR #2517引入了Higress API MCP Server，通过Higress Console API提供了一种新的配置管理方式。该功能主要针对需要对Higress进行高级配置和动态管理的运维人员和开发者。
+
+**功能详述**
+
+此次变更实现了Higress API MCP Server，通过golang-filter重新实现了一个MCP服务器，能够调用Higress Console API进行路由、服务来源和插件的管理。具体实现包括：
+1. 新增了HigressClient类，用于处理与Higress Console API的交互。
+2. 实现了多种管理工具，如路由管理（list-routes, get-route, add-route, update-route）、服务来源管理（list-service-sources, get-service-source, add-service-source, update-service-source）和插件管理（get-plugin, delete-plugin, update-request-block-plugin）。
+3. 修改了相关配置文件和README文档，提供了详细的配置示例和使用说明。
+4. 代码变更涉及多个文件，包括`config.go`、`client.go`、`server.go`等，确保了功能的完整性和可扩展性。
+
+**使用方式**
+
+启用和配置Higress API MCP Server的步骤如下：
+1. 在Higress的ConfigMap中添加MCP Server的配置，指定Higress Console的URL地址、用户名和密码。
+2. 启动Higress Gateway时，确保`mcpServer.enable`设置为`true`。
+3. 使用提供的工具命令（如`list-routes`、`add-route`等）进行路由、服务来源和插件的管理。
+4. 配置示例：
+```yaml
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: higress-config
+  namespace: higress-system
+data:
+  higress: |-
+    mcpServer:
+      sse_path_suffix: /sse
+      enable: true
+      servers:
+        - name: higress-api-mcp-server
+          path: /higress-api
+          type: higress-api
+          config:
+            higressURL: http://higress-console.higress-system.svc.cluster.local
+            username: admin
+            password: <password>
+```
+注意事项：
+- 确保Higress Console的URL地址、用户名和密码正确无误。
+- 配置中的密码建议使用环境变量或加密存储，以提高安全性。
+
+**功能价值**
+
+Higress API MCP Server为用户带来了以下具体好处：
+1. **提升运维效率**：通过统一的MCP接口，用户可以更方便地通过AI Agent管理和配置Higress的各项资源，减少手动操作的复杂性和出错率。
+2. **增强系统灵活性**：支持动态管理和更新路由、服务来源和插件，使系统更加灵活，能够快速响应业务需求的变化。
+3. **提高系统稳定性**：通过自动化的配置管理，减少了人为错误的可能性，从而提高了系统的稳定性和可靠性。
+4. **易于集成**：Higress API MCP Server的设计使得其易于与其他AI系统和工具集成（例如Cursor，CherryStudio等），便于构建完整的自动化运维体系。
+
+---
+
+### 2. Migrate WASM Go Plugins to New SDK and Go 1.24
+
+**相关PR**: [#2532](https://github.com/alibaba/higress/pull/2532) | **贡献者**: [@erasernoob](https://github.com/erasernoob)
+
+**使用背景**
+
+随着Go语言的发展，新版本提供了许多性能优化和安全改进。本PR旨在将WASM Go插件从旧的SDK迁移到新的SDK，并将Go版本升级到1.24。这不仅解决了旧版本中的一些已知问题，还为未来的功能扩展和性能优化铺平了道路。目标用户群体包括使用Higress进行微服务管理和流量控制的开发者和运维人员。
+
+**功能详述**
+
+此PR主要实现了以下功能：1) 更新了构建和测试插件的工作流文件，以支持新的Go版本；2) 修改了Dockerfile和Makefile，移除了对TinyGo的支持，改为直接使用标准Go编译器生成WASM文件；3) 更新了go.mod文件，引用了新的包路径和版本；4) 调整了日志库的导入路径，统一使用新的日志库。这些变更使得插件能够更好地利用Go 1.24的新特性，如更好的垃圾回收机制和更高效的编译器优化。此外，移除对TinyGo的支持简化了构建过程，减少了潜在的兼容性问题。
+
+**使用方式**
+
+要启用和配置这个功能，首先需要确保你的开发环境已经安装了Go 1.24。然后，你可以通过修改项目的Makefile和Dockerfile来指定新的构建参数。例如，在Makefile中设置`GO_VERSION ?= 1.24.4`，在Dockerfile中使用`ARG BUILDER=higress-registry.cn-hangzhou.cr.aliyuncs.com/plugins/wasm-go-builder:go1.24.4-oras1.0.0`。典型的使用场景是当你需要在Higress中部署新的WASM插件时。最佳实践包括定期更新依赖库至最新版本，并确保所有相关代码都已适配新版本。
+
+**功能价值**
+
+此次重构为用户带来了多方面的好处：1) 提高了插件的运行效率和稳定性，得益于Go 1.24的新特性和优化；2) 简化了构建流程，减少了对第三方工具（如TinyGo）的依赖，降低了维护成本；3) 统一了代码风格和依赖管理，提高了项目的可读性和可维护性；4) 增强了系统的安全性，通过采用最新的Go版本修复了一些已知的安全漏洞。这些改进使得Higress生态系统更加健壮，为用户提供了一个更加强大和可靠的微服务管理平台。
+
+---
+
+## 📝 完整变更日志
+
+### 🚀 新功能 (Features)
+
+- **Related PR**: [#2679](https://github.com/alibaba/higress/pull/2679) \
+  **Contributor**: @erasernoob \
+  **Change Log**: 此PR在镜像注解中增加了对外部服务FQDN的支持，并为此新增了相应的测试用例，以确保新功能的正确性和稳定性。 \
+  **Feature Value**: 允许用户通过指定外部FQDN作为镜像目标，提升了系统的灵活性和适用范围，便于集成更多外部资源。
+
+- **Related PR**: [#2667](https://github.com/alibaba/higress/pull/2667) \
+  **Contributor**: @hanxiantao \
+  **Change Log**: 此PR为AI Token限流插件添加了支持设置全局路由限流阈值的功能，同时优化了与cluster-key-rate-limit插件相关的基础逻辑，并改进了日志提示。 \
+  **Feature Value**: 通过增加对全局限流阈值的支持，使得用户可以更灵活地管理流量，避免了单一路由因流量过大而影响整个系统的稳定性。
+
+- **Related PR**: [#2652](https://github.com/alibaba/higress/pull/2652) \
+  **Contributor**: @OxalisCu \
+  **Change Log**: 此PR在ai-proxy插件中为LLM流式请求添加了首字节超时支持，通过修改provider.go文件实现了这一功能。 \
+  **Feature Value**: 该功能允许用户为LLM流式请求设置首字节超时时间，提高了系统的稳定性和用户体验。
+
+- **Related PR**: [#2650](https://github.com/alibaba/higress/pull/2650) \
+  **Contributor**: @zhangjingcn \
+  **Change Log**: 此PR实现了从Nacos MCP注册中心获取ErrorResponseTemplate配置的功能，通过修改mcp_model.go和watcher.go两个文件来支持新的元数据处理。 \
+  **Feature Value**: 这项功能增强了系统与Nacos MCP注册中心的集成度，使得在遇到错误时能够使用自定义的响应模板，提升了错误处理的灵活性和用户体验。
+
+- **Related PR**: [#2649](https://github.com/alibaba/higress/pull/2649) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: 此PR增加了对Azure OpenAI三种不同URL格式的支持，并确保了`api-version`参数总是必需的。通过修改和添加多个Go文件中的代码，包括处理请求头、路径解析等关键部分。 \
+  **Feature Value**: 增强了插件与Azure OpenAI服务集成的能力，允许用户采用更多样化的URL配置方式来部署其模型，从而提高了系统的灵活性和兼容性。
+
+- **Related PR**: [#2648](https://github.com/alibaba/higress/pull/2648) \
+  **Contributor**: @daixijun \
+  **Change Log**: 该PR实现了qwen Provider对anthropic /v1/messages接口的支持，通过在qwen.go文件中添加了相关的代码逻辑。 \
+  **Feature Value**: 新增了对于Anthropic消息接口的支持，使得用户能够利用Qwen代理更多人工智能服务，从而扩展了系统的应用范围和功能。
+
+- **Related PR**: [#2585](https://github.com/alibaba/higress/pull/2585) \
+  **Contributor**: @akolotov \
+  **Change Log**: 此PR为Blockscout MCP服务器提供了配置文件，包括详细的README文档和YAML格式的配置设置。 \
+  **Feature Value**: 通过集成Blockscout MCP服务器，用户可以更方便地检查和分析EVM兼容的区块链，提升了系统的功能性和用户体验。
+
+- **Related PR**: [#2551](https://github.com/alibaba/higress/pull/2551) \
+  **Contributor**: @daixijun \
+  **Change Log**: 此PR为AI代理插件添加了对Anthropic和Gemini API的支持，扩展了系统处理不同来源AI请求的能力。 \
+  **Feature Value**: 通过引入新的API支持，用户可以更灵活地选择使用不同的AI服务提供商，增强了系统的多样性和可用性。
+
+- **Related PR**: [#2542](https://github.com/alibaba/higress/pull/2542) \
+  **Contributor**: @daixijun \
+  **Change Log**: 该PR新增了对images、audio、responses接口Token使用的统计功能，并将相关工具函数定义为公共函数，以减少重复代码。 \
+  **Feature Value**: 通过支持更多接口的Token使用统计，用户能够更全面地了解和管理资源消耗情况，从而优化成本控制。
+
+- **Related PR**: [#2537](https://github.com/alibaba/higress/pull/2537) \
+  **Contributor**: @wydream \
+  **Change Log**: 此PR添加了对Qwen模型的文字重排序功能支持，通过在AI代理插件中引入新的API路径来实现。 \
+  **Feature Value**: 新增的Qwen文字重排序功能扩展了平台的文本处理能力，使用户能够利用更先进的模型进行内容优化和排序。
+
+- **Related PR**: [#2535](https://github.com/alibaba/higress/pull/2535) \
+  **Contributor**: @wydream \
+  **Change Log**: 此PR引入了`basePath`和`basePathHandling`选项，用于灵活处理请求路径。通过设置`removePrefix`或`prepend`来决定如何使用basePath。 \
+  **Feature Value**: 新增的选项使用户能够更灵活地管理API网关与后端服务之间的路径映射，增强了系统的适应性和灵活性。
+
+- **Related PR**: [#2499](https://github.com/alibaba/higress/pull/2499) \
+  **Contributor**: @heimanba \
+  **Change Log**: 此PR在GrayConfig结构中引入了UseManifestAsEntry字段，并更新了相关函数以支持该配置，同时修改了README文档并调整了HTML响应处理逻辑。 \
+  **Feature Value**: 新增的useManifestAsEntry配置项允许用户更灵活地控制首页请求是否使用缓存，从而增强了系统的灵活性和用户体验。
+
+### 🐛 Bug修复 (Bug Fixes)
+
+- **Related PR**: [#2687](https://github.com/alibaba/higress/pull/2687) \
+  **Contributor**: @Thomas-Eliot \
+  **Change Log**: 修复了当mcp client使用describeTable工具时出现的SQL错误，确保了对Postgres表描述功能的正确性。 \
+  **Feature Value**: 此修复提高了系统的稳定性和可靠性，确保用户在使用mcp-server与Postgres数据库交互时能够准确获取表信息，提升了用户体验。
+
+- **Related PR**: [#2662](https://github.com/alibaba/higress/pull/2662) \
+  **Contributor**: @johnlanni \
+  **Change Log**: 解决了Envoy中的两个问题：修复了proxy-wasm-cpp-host中的内存泄漏，以及当ppv2启用时端口映射不正确导致的404错误。 \
+  **Feature Value**: 通过修复内存泄漏和端口映射问题，提高了系统的稳定性和可靠性，减少了资源浪费，并确保了正确的路由配置。
+
+- **Related PR**: [#2656](https://github.com/alibaba/higress/pull/2656) \
+  **Contributor**: @co63oc \
+  **Change Log**: 此PR修正了多个文件中的拼写错误，包括常量名、函数名和插件名称等，确保了代码的一致性和可读性。 \
+  **Feature Value**: 通过修复这些拼写错误，提高了代码质量，避免了由于命名不一致导致的潜在逻辑错误或编译失败，增强了系统的稳定性和用户体验。
+
+- **Related PR**: [#2623](https://github.com/alibaba/higress/pull/2623) \
+  **Contributor**: @Guo-Chenxu \
+  **Change Log**: 修复了特殊字符在翻译过程中导致的问题，通过调整生成和处理JSON数据的方法来避免潜在的JSON结构破坏。 \
+  **Feature Value**: 该修复确保了包含特殊字符的内容能够正确地被处理和显示，从而提升了系统的稳定性和用户体验。
+
+- **Related PR**: [#2507](https://github.com/alibaba/higress/pull/2507) \
+  **Contributor**: @hongzhouzi \
+  **Change Log**: 修正了在arm64架构上编译golang-filter.so时因安装了x86工具链而导致的错误，通过确保安装与目标架构匹配的工具来解决问题。 \
+  **Feature Value**: 此修复解决了特定硬件架构（arm64）上的编译问题，使得项目能够在更多种类的处理器上成功构建，增加了软件的兼容性和用户基础。
+
+### ♻️ 重构优化 (Refactoring)
+
+- **Related PR**: [#2673](https://github.com/alibaba/higress/pull/2673) \
+  **Contributor**: @johnlanni \
+  **Change Log**: 改进了`findEndpointUrl`函数，使其能够处理多个SSE消息，而不仅仅是第一个。这涉及代码逻辑的优化和新增单元测试。 \
+  **Feature Value**: 增强了MCP端点解析器的功能，使其更加健壮，可以更好地兼容不同后端服务发送的消息格式，提升了系统的稳定性和用户体验。
+
+- **Related PR**: [#2661](https://github.com/alibaba/higress/pull/2661) \
+  **Contributor**: @johnlanni \
+  **Change Log**: 此PR放宽了DNS服务域名验证规则，通过修改正则表达式来允许更灵活的域名格式。 \
+  **Feature Value**: 放宽域名验证有助于提高系统的灵活性和兼容性，使用户能够使用更多样化的域名配置，从而提升用户体验。
+
+- **Related PR**: [#2639](https://github.com/alibaba/higress/pull/2639) \
+  **Contributor**: @johnlanni \
+  **Change Log**: 此PR通过在特定插件中禁用重新路由，优化了请求处理流程。具体地，在不需要重新匹配路由的官方插件中统一设置了ctx.DisableReroute。 \
+  **Feature Value**: 优化了插件的性能，减少了不必要的路由重定向，提升了应用的整体效率和响应速度，为用户提供了更流畅的体验。
+
+- **Related PR**: [#2615](https://github.com/alibaba/higress/pull/2615) \
+  **Contributor**: @johnlanni \
+  **Change Log**: 此PR移除了wasm-go插件的Dockerfile和Makefile中的EXTRA_TAGS变量，并更新了相关配置文件，简化了构建过程。 \
+  **Feature Value**: 通过清理不再使用的配置项，该改动使得项目结构更加简洁清晰，有助于减少潜在的维护成本，同时保持了现有功能的稳定性。
+
+- **Related PR**: [#2598](https://github.com/alibaba/higress/pull/2598) \
+  **Contributor**: @johnlanni \
+  **Change Log**: 此PR将WASM构建器镜像中的Go版本更新至1.24.4，同时简化了DockerfileBuilder文件的内容。 \
+  **Feature Value**: 通过升级Go版本并清理不必要代码，提升了构建环境的性能与安全性，使用户能够利用最新版Go语言特性和修复的安全漏洞。
+
+- **Related PR**: [#2564](https://github.com/alibaba/higress/pull/2564) \
+  **Contributor**: @rinfx \
+  **Change Log**: 优化了最小请求数逻辑的位置，将其移至streamdone中处理，并改进了Redis Lua脚本中的计数比较逻辑。 \
+  **Feature Value**: 提高了系统在异常情况下的稳定性和准确性，确保请求计数和负载均衡策略的正确实施，提升用户体验。
+
+### 📚 文档更新 (Documentation)
+
+- **Related PR**: [#2675](https://github.com/alibaba/higress/pull/2675) \
+  **Contributor**: @Aias00 \
+  **Change Log**: 修复了项目文档中的一些死链，确保用户能够访问到正确的链接，提高了文档的可用性和准确性。 \
+  **Feature Value**: 通过修复文档中的死链，用户可以更容易地找到和使用相关资源，提升了用户体验和文档的整体质量。
+
+- **Related PR**: [#2668](https://github.com/alibaba/higress/pull/2668) \
+  **Contributor**: @Aias00 \
+  **Change Log**: 改进了Rust插件开发框架的README文档，新增详细的开发指南，包括环境要求、构建步骤和测试方法。 \
+  **Feature Value**: 提高了项目的可维护性和易用性，使新开发者能够快速上手，更好地理解和使用Rust Wasm插件开发框架。
+
+- **Related PR**: [#2647](https://github.com/alibaba/higress/pull/2647) \
+  **Contributor**: @Guo-Chenxu \
+  **Change Log**: 此PR增加了New Contributors和full changelog部分，并引入了markdown强制换行，以改善文档的可读性和完整性。 \
+  **Feature Value**: 通过增加贡献者名单和完整的变更日志，以及改进Markdown格式，使项目文档更加清晰易读，方便用户了解最新更新及参与者的贡献。
+
+- **Related PR**: [#2635](https://github.com/alibaba/higress/pull/2635) \
+  **Contributor**: @github-actions[bot] \
+  **Change Log**: 此PR为Higress 2.1.5版本添加了详尽的发布说明，包括新功能、Bug修复和性能优化等内容。 \
+  **Feature Value**: 通过提供详细的发布信息，用户可以更好地了解Higress的新特性及改进点，从而更有效地使用该软件。
+
+- **Related PR**: [#2586](https://github.com/alibaba/higress/pull/2586) \
+  **Contributor**: @erasernoob \
+  **Change Log**: 更新了wasm-go插件的README文件，移除了TinyGo相关配置，并调整了Go版本要求至1.24以上以支持wasm构建特性，同时清理了不再使用的代码路径。 \
+  **Feature Value**: 通过更新文档和环境配置要求，确保开发者能够正确设置其开发环境来编译wasm-go插件，这有助于避免因使用不兼容的语言版本或依赖项而导致的问题。
+
+### 🧪 测试改进 (Testing)
+
+- **Related PR**: [#2596](https://github.com/alibaba/higress/pull/2596) \
+  **Contributor**: @Guo-Chenxu \
+  **Change Log**: 本PR通过添加一个新的GitHub Actions工作流文件，实现了在发版时自动生成release notes并提交PR的功能。该流程基于higress-report-agent实现。 \
+  **Feature Value**: 此功能极大地简化了发布过程中的文档维护工作，提高了团队的工作效率，并确保每次版本发布都有详细的变更记录供用户参考。
+
+---
+
+## 📊 发布统计
+
+- 🚀 新功能: 13项
+- 🐛 Bug修复: 5项
+- ♻️ 重构优化: 7项
+- 📚 文档更新: 5项
+- 🧪 测试改进: 1项
+
+**总计**: 31项更改（包含2项重要更新）
+
+感谢所有贡献者的辛勤付出！🎉
+
+
+# Higress Console
+
+
+## 📋 本次发布概览
+
+本次发布包含 **12** 项更新，涵盖了功能增强、Bug修复、性能优化等多个方面。
+
+### 更新内容分布
+
+- **新功能**: 6项
+- **Bug修复**: 5项
+- **重构优化**: 1项
+
+---
+
+## 📝 完整变更日志
+
+### 🚀 新功能 (Features)
+
+- **Related PR**: [#562](https://github.com/higress-group/higress-console/pull/562) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: 此PR实现了在单一路由或AI路由中配置多个路由的功能，修改了后端和前端相关代码，并增强了Kubernetes模型转换器。 \
+  **Feature Value**: 支持在一个路由配置中添加多个子路由，为用户提供更灵活的路由管理能力，提升了系统的配置灵活性和用户体验。
+
+- **Related PR**: [#560](https://github.com/higress-group/higress-console/pull/560) \
+  **Contributor**: @Erica177 \
+  **Change Log**: 此PR为多个插件添加了JSON Schema，包括AI代理、AI缓存等，定义了插件配置的结构和属性，有助于提高配置的规范性和可读性。 \
+  **Feature Value**: 通过引入JSON Schema，用户可以更清晰地理解每个插件的配置项及其作用，从而简化配置过程并减少错误配置的风险，提升用户体验。
+
+- **Related PR**: [#555](https://github.com/higress-group/higress-console/pull/555) \
+  **Contributor**: @hongzhouzi \
+  **Change Log**: 新增了DB MCP Server的执行、列表展示及表描述工具配置功能，确保控制台与higress-gateway中配置的一致性。 \
+  **Feature Value**: 用户现在可以通过控制台查看和管理DB MCP Server工具的配置信息，增强了系统的可视化管理和一致性。
+
+- **Related PR**: [#550](https://github.com/higress-group/higress-console/pull/550) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: 该PR更新了在特定类型的LLM提供者更新后AI路由配置的逻辑，确保上游服务名称变更时路由能够正确同步。 \
+  **Feature Value**: 通过自动更新AI路由配置来适应某些LLM提供者类型更改后的服务名称变化，提升了系统的灵活性和稳定性，减少了手动调整的需求。
+
+- **Related PR**: [#547](https://github.com/higress-group/higress-console/pull/547) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: 在系统配置页面中增加了撤销/重做功能，通过引入forwardRef和useImperativeHandle来支持代码编辑器组件的新API。 \
+  **Feature Value**: 新增的撤销/重做功能提升了用户在进行系统配置时的操作灵活性，减少了误操作带来的不便，提高了用户体验。
+
+- **Related PR**: [#543](https://github.com/higress-group/higress-console/pull/543) \
+  **Contributor**: @erasernoob \
+  **Change Log**: 此PR将插件版本从1.0.0升级到2.0.0，涉及对plugins.properties文件中的相关条目进行更新。 \
+  **Feature Value**: 通过升级插件版本，增强了系统的功能性和兼容性，用户可以享受到新版本带来的性能优化和额外特性。
+
+### 🐛 Bug修复 (Bug Fixes)
+
+- **Related PR**: [#559](https://github.com/higress-group/higress-console/pull/559) \
+  **Contributor**: @KarlManong \
+  **Change Log**: 该PR修正了项目中除二进制及cmd文件外所有文件的行尾符，统一为LF格式，避免因换行符不一致导致的问题。 \
+  **Feature Value**: 通过统一文件的行尾符为LF，可以提高代码的一致性和兼容性，减少因换行符差异引起的各种问题，特别是在跨平台开发环境中。
+
+- **Related PR**: [#554](https://github.com/higress-group/higress-console/pull/554) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: 修复了LLM提供商管理模块中的UI问题，包括Google Vertex服务端点缺少scheme以及取消新增提供商操作后表单状态未重置的问题。 \
+  **Feature Value**: 通过修正这些问题，提升了用户在管理和配置LLM提供商时的体验，确保了界面的一致性和功能的准确性。
+
+- **Related PR**: [#549](https://github.com/higress-group/higress-console/pull/549) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: 此PR确保在打开配置编辑抽屉时始终加载最新的插件配置，通过修改useEffect中的数据获取逻辑实现。 \
+  **Feature Value**: 修复了可能因配置未及时更新而导致的用户操作基于旧配置的问题，提升了用户体验和系统的响应准确性。
+
+- **Related PR**: [#548](https://github.com/higress-group/higress-console/pull/548) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: 此PR修正了Wasm镜像URL提交前未去除首尾空白字符的问题，确保了URL的有效性。 \
+  **Feature Value**: 通过移除Wasm镜像URL中的多余空格，提高了数据准确性，避免因格式问题导致的加载失败，提升了用户体验。
+
+- **Related PR**: [#544](https://github.com/higress-group/higress-console/pull/544) \
+  **Contributor**: @CH3CHO \
+  **Change Log**: 修复了启用认证但未选择消费者时显示的错误消息不正确的问题，通过更新翻译文件和调整代码逻辑来确保正确的错误提示。 \
+  **Feature Value**: 此修复提高了系统的可用性和用户体验，确保用户在配置服务时能够接收到准确的反馈信息，避免了因误导性错误消息导致的混淆。
+
+### ♻️ 重构优化 (Refactoring)
+
+- **Related PR**: [#551](https://github.com/higress-group/higress-console/pull/551) \
+  **Contributor**: @JayLi52 \
+  **Change Log**: 移除了数据库配置中主机和端口字段的禁用状态，将API网关默认URL从https改为http，并更新了MCP详细页面中的API网关URL显示逻辑。 \
+  **Feature Value**: 这些改动增强了系统的灵活性和用户友好性，允许用户自定义更多配置项，并确保UI与后端行为一致，提升了用户体验。
+
+---
+
+## 📊 发布统计
+
+- 🚀 新功能: 6项
+- 🐛 Bug修复: 5项
+- ♻️ 重构优化: 1项
+
+**总计**: 12项更改
+
+感谢所有贡献者的辛勤付出！🎉
+
+