🚀 Nexent：开源智能体平台 / Nexent: Open Source Intelligent Agent Platform

我们很高兴地宣布Nexent v2.3.0 正式发布！🎉 Nexent 是一个开源智能体平台，能够将流程的自然语言转化为完整的多模态智能体 —— 无需编排，无需复杂拖拉拽。基于 MCP 工具生态，Nexent 提供强大的模型集成、数据处理、知识库管理、零代码智能体开发能力。我们的目标很简单：将数据、模型和工具整合到一个智能中心中，使日常工作流程更智能、更互联。

We are excited to announce that Nexent v2.3.0 is released! 🎉 Nexent is an open-source agent platform that turns process-level natural language into complete multimodal agents — no diagrams, no wiring. Built on the MCP tool ecosystem, Nexent provides model integration, data processing, knowledge-base management, and zero-code agent development. Our goal is simple: to bring data, models, and tools together in one smart hub, making daily workflows smarter and more connected.

新功能 / New Features

• 新增 Agent 评测能力，支持评测集管理、OpenJiuwen 评测接入、历史记录、评测报告和前端评测页面。 / Added agent evaluation with evaluation set management, OpenJiuwen integration, history, reports, and a frontend evaluation page.
• 增强 Agent 上下文管理，将预算、压缩、摘要、步骤渲染与统计导出模块化，提升长任务和长对话运行能力。 / Enhanced agent context management by modularizing budgeting, compression, summarization, step rendering, and stats export for stronger long-task and long-conversation execution.
• 新增 Skill 仓库生命周期与管理界面，支持我的 Skill、仓库浏览、审核状态、草稿编辑和安装管理。 / Added skill repository lifecycle and management UI, including My Skills, repository browsing, review status, draft editing, and installation management.
• 重构 MCP 市场为 Repository、My MCPs、Review Center，并增强搜索筛选、分页、快速添加、标签和详情体验。 / Restructured the MCP marketplace into Repository, My MCPs, and Review Center, with improved search, filtering, pagination, quick add, tags, and detail views.
• 新增 RAGFlow 搜索工具，并扩展北向知识库的索引分块查询与混合检索接口。 / Added a RAGFlow search tool and expanded northbound knowledge APIs with index chunk listing and hybrid search.
• 支持 runtime、config、northbound 和 web 多副本运行，增强运行态状态存储、流式通道和幂等控制能力。 / Added multi-replica support for runtime, config, northbound, and web services, with stronger runtime state storage, streaming channels, and idempotency controls.
• 优化 Agent 资产仓库，移除固定分类限制并支持自定义 emoji 图标，让 Agent 展示与管理更灵活。 / Improved the agent repository by removing fixed category constraints and supporting custom emoji icons for more flexible agent presentation and management.
• 增强 OAuth 登录配置，支持登录模式控制和单一提供方强制跳转能力。 / Enhanced OAuth login configuration with login mode control and forced redirect support for single-provider setups.
• 改进 Skill 执行能力，支持使用相对路径直接读取文件，降低脚本和工具调用的配置成本。 / Improved skill execution by allowing direct file reads with relative paths, reducing setup overhead for scripts and tool calls.

Bug 修复 / Bug Fixes

• 修复 MCP 空间的 API 与前端问题，并移除 MCP 展示中的版本号干扰。 / Fixed MCP space API and frontend issues, and removed distracting MCP version display.
• 修复 Skill 选择状态持久化、删除已选 Skill 后计数异常、重复国际化 key、动作文案和摘要展示问题。 / Fixed skill selection persistence, selected-skill count after deletion, duplicate locale keys, action wording, and summary display issues.
• 修复认证与登录流程问题，包括 Supabase token 刷新边界和 JWT 过期校验。 / Fixed authentication flows including Supabase token refresh boundaries and JWT expiry checks.
• 修复 Agent 运行稳定性问题，包括内置工具上下文、模型删除后的运行提示、memory 配置为空时的保护和工具调试异常。 / Improved agent runtime stability for built-in tool context, deleted model notifications, null memory config guards, and tool debugging failures.

文档与部署变化 / Docs & Deployment Changes

• 优化 Docker、Kubernetes、离线包和镜像构建流程，支持镜像仓库前缀、离线镜像加载/推送、no-cache 构建和部署清理。 / Improved Docker, Kubernetes, offline package, and image build flows with registry prefix support, offline image load/push scripts, no-cache builds, and deployment cleanup.
• 新增 v2.3.0 数据库迁移并更新部署文档，覆盖 Agent 评测、Skill 仓库、MCP 市场、会话 Agent 关联、菜单权限和 Kubernetes 多副本设计。 / Added v2.3.0 database migrations and deployment docs covering agent evaluation, skill repository, MCP marketplace, conversation-agent links, menu permissions, and Kubernetes multi-replica design.

What's Changed

• 🐛 Bugfix: Guard memory_user_config against None in store/search memory tools by @JasonW404 in https://github.com/ModelEngine-Group/nexent/pull/3359
• ✨Feat:Integrate openjiuwen's intelligent agent evaluation function close#3188 by @DongJiBao2001 in https://github.com/ModelEngine-Group/nexent/pull/3356
• fix：Fix share link copy fallback by @gjc199 in https://github.com/ModelEngine-Group/nexent/pull/3340
• 🐛 Bugfix: Update homepage redirect link by @xuyaqist in https://github.com/ModelEngine-Group/nexent/pull/3376
• 🐛 Bugfix: Tool debugging bug fixes. by @YehongPan in https://github.com/ModelEngine-Group/nexent/pull/3371
• 🐛 Bugfix: W11 capacity suggestion for batch gear modals + model add/edit fixes by @wuyuanfr in https://github.com/ModelEngine-Group/nexent/pull/3355
• ♻️ Refactor: Auto-create conversation when conversation_id is empty in agent/run by @xuyaqist in https://github.com/ModelEngine-Group/nexent/pull/3380
• Feat/opt agent context refactor v2 by @liudfgoo in https://github.com/ModelEngine-Group/nexent/pull/3383
• Enhance image builds and monitoring with no-cache and cleanup by @hhhhsc701 in https://github.com/ModelEngine-Group/nexent/pull/3344
• feat(ragflow): add RAGFlow search tool by @jixiaolong in https://github.com/ModelEngine-Group/nexent/pull/3378
• ♻️ Skill now can read files directly with relative path by @Jasonxia007 in https://github.com/ModelEngine-Group/nexent/pull/3384
• Add image registry prefix support and optimize offline deployment by @hhhhsc701 in https://github.com/ModelEngine-Group/nexent/pull/3388
• feat(agent-repository): remove categories and allow custom emoji icons by @Lifeng-Chen in https://github.com/ModelEngine-Group/nexent/pull/3367
• 🐛Bugfix: Fix responsive layout issues on knowledge base page by @ayiya12 in https://github.com/ModelEngine-Group/nexent/pull/3381
• 🐛 Bugfix: Fixed an issue with tools relying on large models: previously, if a model was selected and subsequently deleted, the agent would encounter runtime errors without any corresponding notification on the frontend. by @YehongPan in https://github.com/ModelEngine-Group/nexent/pull/3397
• Disable context component budget pruning by @JasonW404 in https://github.com/ModelEngine-Group/nexent/pull/3394
• 🐛Bugfix: Persist conversation agent and verify jwt expiry by @gjc199 in https://github.com/ModelEngine-Group/nexent/pull/3392
• ♻️ Refactor: Remove the limit on the maximum number of execution steps for the agent. by @YehongPan in https://github.com/ModelEngine-Group/nexent/pull/3400
• fix context manager builtin tool context by @JasonW404 in https://github.com/ModelEngine-Group/nexent/pull/3401
• 支持web config runtime northbound多副本 by @hhhhsc701 in https://github.com/ModelEngine-Group/nexent/pull/3390
• ✨ Feature: add skill repository lifecycle and management UI by @Summer-Si in https://github.com/ModelEngine-Group/nexent/pull/3393
• Add OAuth login mode config and forced redirect handling by @hhhhsc701 in https://github.com/ModelEngine-Group/nexent/pull/3414
• ✨ Feature: MCP market restructure — Repository, My MCPs, Review Center by @menglinghan in https://github.com/ModelEngine-Group/nexent/pull/3396
• 🐛 Bugfix: Fix skill count display error when delete a skill has been selected by @WMC001 in https://github.com/ModelEngine-Group/nexent/pull/3415
• feat: move /owner-manage left-nav from ASSET_OWNER to SU, add index c… by @Lifeng-Chen in https://github.com/ModelEngine-Group/nexent/pull/3416
• 🐛 Bugfix: update skill repository action wording by @Summer-Si in https://github.com/ModelEngine-Group/nexent/pull/3418
• fix: remove duplicate skill locale keys by @Summer-Si in https://github.com/ModelEngine-Group/nexent/pull/3423
• fix: Clean up leftover file by @menglinghan in https://github.com/ModelEngine-Group/nexent/pull/3421
• Bugfix: Disable Supabase auto refrsh token, restrict token refresh requests to frontend only by @xuyaqist in https://github.com/ModelEngine-Group/nexent/pull/3422
• 🐛 Fix sequence OWNED BY before table creation in migration v2.3.0_0709 by @menglinghan in https://github.com/ModelEngine-Group/nexent/pull/3424
• Fix agent skill unselect persistence by @Summer-Si in https://github.com/ModelEngine-Group/nexent/pull/3426
• fix: MCP space - api and frontend bug fixes by @menglinghan in https://github.com/ModelEngine-Group/nexent/pull/3427
• Fix: remove mcp version number by @menglinghan in https://github.com/ModelEngine-Group/nexent/pull/3429
• fix: skill summary by @Summer-Si in https://github.com/ModelEngine-Group/nexent/pull/3430
• Release v2.3.0 by @Dallas98 in https://github.com/ModelEngine-Group/nexent/pull/3436

New Contributors

• @liudfgoo made their first contribution in https://github.com/ModelEngine-Group/nexent/pull/3383
• @jixiaolong made their first contribution in https://github.com/ModelEngine-Group/nexent/pull/3378
• @ayiya12 made their first contribution in https://github.com/ModelEngine-Group/nexent/pull/3381
• @menglinghan made their first contribution in https://github.com/ModelEngine-Group/nexent/pull/3396

Full Changelog: https://github.com/ModelEngine-Group/nexent/compare/v2.2.3...v2.3.0