The best ai-agents-from-zero alternatives

graphify

Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Choose graphify if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (141.6k)
• you specifically need ai-agents or antigravity

Shares cursor, llm, mcp, rag with ai-agents-from-zero.

headroom

headroomlabs-ai/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Choose headroom if…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (78.7k)
• you specifically need ai or anthropic

Shares agent, cursor, langchain, llm with ai-agents-from-zero.

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 want the more widely starred option (84.9k)
• you specifically need agentic or agentic-framework

Shares agent, langchain, langgraph, llm with ai-agents-from-zero.

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 would rather work in Java than Python
• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (48.4k)
• you specifically need activiti or ai

Shares agent, llm, mcp, rag with ai-agents-from-zero.

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…

• Apache License 2.0 suits your use better than MIT License
• you want the more widely starred option (26.9k)
• you specifically need agentic-rag or agents

Shares agent-framework, agentic-ai, llm, mcp with ai-agents-from-zero.

llm-wiki-agent

SamurAIGPT/llm-wiki-agent

A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or Codex/Gemini) reads them, extracts knowledge, and maintains a persistent interlinked wiki. Works with Claude Code, Codex, OpenCode, Gemini CLI. No API key needed.

Choose llm-wiki-agent if…

• you specifically need ai-tools or automation

Shares ai-agent, llm, rag with ai-agents-from-zero.

langchain

langchain-ai/langchain

The agent engineering platform.

Choose langchain if…

• you want the more widely starred option (148.9k)
• you specifically need agents or ai

Shares deepagents, langchain, langgraph, llm with ai-agents-from-zero.

CowAgent

zhayujie/CowAgent

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel. Lightweight, extensible, one-line install. (formerly chatgpt-on-wechat)

Choose CowAgent if…

• you want the more widely starred option (47.8k)
• you specifically need ai or ai-agents

Shares ai-agent, llm, mcp, skills with ai-agents-from-zero.

langgraph

langchain-ai/langgraph

Build resilient agents.

Choose langgraph if…

• you want the more widely starred option (44.4k)
• you specifically need agents or ai

Shares deepagents, langchain, langgraph, llm with ai-agents-from-zero.

MaxKB

1Panel-dev/MaxKB

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

Choose MaxKB if…

• GNU General Public License v3.0 suits your use better than MIT License
• you want the more widely starred option (23.1k)
• you specifically need chatbot or deepseek-r1

Shares agent, agentic-ai, langchain, llm with ai-agents-from-zero.

claude-context

zilliztech/claude-context

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

Choose claude-context if…

• you would rather work in TypeScript than Python
• you want the more widely starred option (12.7k)
• you specifically need agentic-rag or ai-coding

Shares agent, cursor, mcp, rag with ai-agents-from-zero.

Decepticon

PurpleAILAB/Decepticon

Autonomous Hacking Agent for Red Team

Choose Decepticon if…

• Apache License 2.0 suits your use better than MIT License
• you specifically need ai or cybersecurity

Shares agent, langchain, langgraph, llm with ai-agents-from-zero.