The best spring-ai-alibaba alternatives

PocketFlow

The-Pocket/PocketFlow

Pocket Flow: 100-line LLM framework. Let Agents build Agents!

Choose PocketFlow if…

• you would rather work in Python than Java
• MIT License suits your use better than Apache License 2.0
• you specifically need agentic-ai or agentic-framework

Shares artificial-intelligence, workflow with spring-ai-alibaba.

agency-agents-zh

jnMetaCode/agency-agents-zh

🎭 277 个即插即用的 AI 专家角色 — 支持 Claude Code/Cursor/Copilot 等 20 种工具，覆盖工程/设计/营销/金融等 20 个部门。含 64 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉/Qt 上位机/机械设计）。搭配编排器 agency-orchestrator，一句话即可让多位专家按 DAG 自动协作。

Choose agency-agents-zh if…

• you would rather work in Shell than Java
• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (21.8k)
• you specifically need agency-orchestrator or agent-definitions

Shares multi-agent, workflow with spring-ai-alibaba.

Vibe-Skills

foryourhealth111-pixel/Vibe-Skills

Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.

Choose Vibe-Skills if…

• you would rather work in Python than Java
• you want something your agent can install directly rather than a library to wire up yourself
• you prefer a smaller, narrower project to a large one
• you specifically need agent-framework or agent-skills

Shares context-engineering, multi-agent with spring-ai-alibaba.

deer-flow

bytedance/deer-flow

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

Choose deer-flow if…

• you would rather work in Python than Java
• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (84.9k)
• you specifically need agent or agentic-framework

Shares agentic, multi-agent with spring-ai-alibaba.

haystack

deepset-ai/haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

Choose haystack if…

• you would rather work in Python than Java
• you want the more widely starred option (26.9k)
• you specifically need agent-framework or agentic-ai

Shares context-engineering, multi-agent with spring-ai-alibaba.

JeecgBoot

jeecgboot/JeecgBoot

【低代码v2.0，一句话即可生成整个系统】企业级AI低代码平台，一键生成前后端代码甚至整个系统。 AI Skills 一句话画流程、设计表单、生成报表、大屏。内置 AI应用平台涵盖：AI聊天、知识库、流程编排、MCP插件等，兼容主流大模型。引领AI低代码「Skills 生成 → 在线配置 → 代码生成 → 手工合并->AI修改」开发模式，解决 Java 项目 90% 重复工作，提高效率又不失灵活。

Choose JeecgBoot if…

• you want something your agent can install directly rather than a library to wire up yourself
• you want the more widely starred option (48.4k)
• you specifically need activiti or agent

Shares spring-ai with spring-ai-alibaba.

spring-ai

spring-projects/spring-ai

An Application Framework for AI Engineering

Shares artificial-intelligence, java, spring-ai with spring-ai-alibaba.

ShortGPT

RayVentura/ShortGPT

🚀🎬 ShortGPT - Experimental AI framework for youtube shorts / tiktok channel automation

Choose ShortGPT if…

• you would rather work in Python than Java
• MIT License suits your use better than Apache License 2.0
• you specifically need ai or automation

Shares artificial-intelligence with spring-ai-alibaba.

cursor-talk-to-figma-mcp

grab/cursor-talk-to-figma-mcp

TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

Choose cursor-talk-to-figma-mcp if…

• you would rather work in JavaScript than Java
• MIT License suits your use better than Apache License 2.0
• you specifically need agent or agentic-ai

Shares agentic with spring-ai-alibaba.

holaOS

holaboss-ai/holaOS

Open-source agentic workspace enterprises can make their own. Connect the systems you already run — 100+ integrations, MCP, chat tools, apps, browser, local files — with shared memory. Any agent (Claude Code, Codex), any model, or BYOK. Set up in clicks, not months. Local-first: your data never leaves your machines.

Choose holaOS if…

• you would rather work in TypeScript than Java
• you specifically need agent or agent-harness

Shares agentic, artificial-intelligence with spring-ai-alibaba.

dify

langgenius/dify

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

Choose dify if…

• you would rather work in TypeScript than Java
• you want something your agent can install directly rather than a library to wire up yourself
• you want the more widely starred option (160.3k)
• you specifically need agent or agentic-ai

Shares workflow with spring-ai-alibaba.

nanobot

HKUDS/nanobot

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Choose nanobot if…

• you would rather work in Python than Java
• MIT License suits your use better than Apache License 2.0
• you want the more widely starred option (49.8k)
• you specifically need agent-framework or ai-agent

Shares multi-agent with spring-ai-alibaba.