Alternatives

12 Factor Agents alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

12 Factor Agents

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

94
Quality
86
Trust
24K
Stars
#1

Sim

Similarity 133Trust 90Excellent 100

Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.

29K starsJul 18, 2026 pushdataTypeScriptRAG
$ npx skills add simstudioai/sim
#2

Awesome Llm Apps

Similarity 127Trust 88Excellent 100

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

114K starsJun 13, 2026 pushdataPythonRAG
$ npx skills add Shubhamsaboo/awesome-llm-apps
#3

Haystack

Similarity 127Trust 90Excellent 100

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.

26K starsJun 12, 2026 pushdataMDXRAG
$ npx skills add deepset-ai/haystack
#4

Llama Index

Similarity 127Trust 87Excellent 100

LlamaIndex is the leading document agent and OCR platform

50K starsJun 17, 2026 pushdataPythonRAG
$ npx skills add run-llama/llama_index
#5

Graphiti

Similarity 126Trust 88Excellent 100

Build Real-Time Knowledge Graphs for AI Agents

28K starsJun 20, 2026 pushdataPythonRAG
$ npx skills add getzep/graphiti
#6

SurfSense

Similarity 126Trust 90Excellent 100

An open source, privacy focused alternative to NotebookLM for teams with no data limits. Join our Discord: https://discord.gg/ejRNvftDp9

15K starsJun 27, 2026 pushdataPythonRAG
$ npx skills add MODSetter/SurfSense
#7

Flowise

Similarity 124Trust 85Excellent 100

Build AI Agents, Visually

54K starsJun 10, 2026 pushdataTypeScriptRAG
$ npx skills add FlowiseAI/Flowise
#8

Eliza

Similarity 124Trust 88Excellent 100

Open source agentic operating system

19K starsJun 25, 2026 pushdataTypeScriptRAG
$ npx skills add elizaOS/eliza
#9

Awesome Opensource AI

Similarity 123Trust 89Excellent 100

Curated list of the best truly open-source AI projects, models, tools, and infrastructure.

4.6K starsAug 18, 2026 pushdataPythonRAG
$ npx skills add alvinreal/awesome-opensource-ai
#10

Khoj

Similarity 119Trust 90Excellent 100

Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.

35K starsJun 24, 2026 pushdataPythonRAG
$ npx skills add khoj-ai/khoj
#11

Graphrag

Similarity 119Trust 88Excellent 100

A modular graph-based Retrieval-Augmented Generation (RAG) system

34K starsJun 18, 2026 pushdataPythonRAG
$ npx skills add microsoft/graphrag
#12

Onyx

Similarity 118Trust 87Excellent 100

Open Source AI Platform - AI Chat with advanced features that works with every LLM

30K starsJun 13, 2026 pushdataPythonRAG
$ npx skills add onyx-dot-app/onyx
#13

Kotaemon

Similarity 118Trust 88Excellent 100

An open-source RAG-based tool for chatting with your documents.

25K starsJun 9, 2026 pushdataPythonRAG
$ npx skills add Cinnamon/kotaemon
#14

Opendataloader Pdf

Similarity 118Trust 87Excellent 100

PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.

26K starsJun 22, 2026 pushdataJavaRAG
$ npx skills add opendataloader-project/opendataloader-pdf
#15

DB GPT

Similarity 118Trust 88Excellent 100

open-source agentic AI data assistant for the next generation of AI + Data products.

19K starsJun 18, 2026 pushdataPythonRAG
$ npx skills add eosphoros-ai/DB-GPT
#16

CV

Similarity 118Trust 85Excellent 100

✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

23K starsJun 30, 2026 pushdataJupyter NotebookRAG
$ npx skills add AccumulateMore/CV

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep 12 Factor Agents if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.

12 Factor Agents Alternatives for AI Agents | OpenAgentSkill