Alternatives

LEANN alternatives for AI agents.

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

Current skill

LEANN

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

100
Quality
100
Trust
12K
Stars
#1

All In RAG

Similarity 148Trust 100Excellent 100

🔍大模型应用开发实战一:RAG 技术全栈指南,在线阅读地址:https://datawhalechina.github.io/all-in-rag/

8.4K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add datawhalechina/all-in-rag
#2

Memvid

Similarity 135Trust 100Excellent 100

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

16K starsMay 27, 2026 pushdataRustRAG
$ npx skills add memvid/memvid
#3

Onyx

Similarity 135Trust 100Excellent 100

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

30K starsJun 6, 2026 pushdataPythonRAG
$ npx skills add onyx-dot-app/onyx
#4

SurfSense

Similarity 133Trust 100Excellent 100

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

14K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add MODSetter/SurfSense
#5

AdalFlow

Similarity 131Trust 100Excellent 100

AdalFlow: The library to build & auto-optimize LLM applications.

4.2K starsMay 29, 2026 pushdataPythonRAG
$ npx skills add SylphAI-Inc/AdalFlow
#6

Awesome Opensource AI

Similarity 131Trust 100Excellent 100

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

3.8K starsJun 8, 2026 pushdataPythonRAG
$ npx skills add alvinreal/awesome-opensource-ai
#7

LEANN

Similarity 131Trust 100Excellent 100

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

12K starsJun 9, 2026 pushrag-knowledgePythonVector Search
$ npx skills add StarTrail-org/LEANN
#8

Pipeshub AI

Similarity 131Trust 100Excellent 100

PipesHub is a fully extensible and explainable workplace AI platform for enterprise search and workflow automation

3.0K starsJun 9, 2026 pushdataPythonRAG
$ npx skills add pipeshub-ai/pipeshub-ai
#9

OpenKB

Similarity 129Trust 100Excellent 98

OpenKB: Open LLM Knowledge Base

2.0K starsJun 4, 2026 pushdataPythonRAG
$ npx skills add VectifyAI/OpenKB
#10

Aichat

Similarity 127Trust 100Excellent 100

All-in-one LLM CLI tool featuring Shell Assistant, Chat-REPL, RAG, AI Tools & Agents, with access to OpenAI, Claude, Gemini, Ollama, Groq, and more.

10K starsFeb 23, 2026 pushdataRustRAG
$ npx skills add sigoden/aichat
#11

Hello Agents

Similarity 127Trust 100Excellent 100

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

58K starsJun 8, 2026 pushdataPythonRAG
$ npx skills add datawhalechina/hello-agents
#12

Langchain Chatchat

Similarity 127Trust 100Excellent 100

Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

38K starsNov 10, 2025 pushdataPythonRAG
$ npx skills add chatchat-space/Langchain-Chatchat
#13

LightRAG

Similarity 127Trust 100Excellent 100

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

36K starsJun 6, 2026 pushdataPythonRAG
$ npx skills add HKUDS/LightRAG
#14

Graphrag

Similarity 127Trust 100Excellent 100

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

34K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add microsoft/graphrag
#15

DB GPT

Similarity 126Trust 100Excellent 100

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

19K starsJun 8, 2026 pushdataPythonRAG
$ npx skills add eosphoros-ai/DB-GPT
#16

Quivr

Similarity 126Trust 100Excellent 95

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.

39K starsJul 9, 2025 pushdataPythonRAG
$ npx skills add QuivrHQ/quivr

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 LEANN 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.