Alternatives

Rankify alternatives for AI agents.

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

Current skill

Rankify

🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation 🔥. Our toolkit integrates 40 pre-retrieved benchmark datasets and supports 7+ retrieval techniques, 24+ state-of-the-art Reranking models, and multiple RAG methods.

75
Quality
83
Trust
677
Stars
#1

Onyx

Similarity 150Trust 94Excellent 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
#2

Khoj

Similarity 142Trust 96Excellent 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 starsMar 26, 2026 pushdataPythonRAG
$ npx skills add khoj-ai/khoj
#3

Haystack

Similarity 136Trust 98Excellent 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

SurfSense

Similarity 133Trust 98Excellent 100

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

14K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add MODSetter/SurfSense
#5

LEANN

Similarity 133Trust 98Excellent 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 pushdataPythonRAG
$ npx skills add StarTrail-org/LEANN
#6

LEANN

Similarity 133Trust 98Excellent 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 7, 2026 pushdataPythonRAG
$ npx skills add yichuan-w/LEANN
#7

Hello Agents

Similarity 133Trust 87Excellent 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

59K starsJun 11, 2026 pushdataPythonRAG
$ npx skills add datawhalechina/hello-agents
#8

Rags

Similarity 132Trust 80Strong 79

Build ChatGPT over your data, all with natural language

6.5K starsApr 5, 2024 pushdataPythonRAG
$ npx skills add run-llama/rags
#9

TaskingAI

Similarity 132Trust 83Strong 78

The open source platform for AI-native application development.

5.4K starsDec 2, 2024 pushdataPythonRAG
$ npx skills add TaskingAI/TaskingAI
#10

WrenAI

Similarity 132Trust 92Excellent 100

Give AI agents the context to query business data correctly through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data sources, that helps you build agentic GenBI, text-to-sql, dashboards, and agentic analytics.

16K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add Canner/WrenAI
#11

RAGHub

Similarity 131Trust 96Excellent 100

A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.

1.7K starsMay 26, 2026 pushdataRAGClaude Code
$ npx skills add Andrew-Jang/RAGHub
#12

Quivr

Similarity 131Trust 83Excellent 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
#13

All In RAG

Similarity 131Trust 90Excellent 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/

8.5K starsJun 5, 2026 pushdataPythonRAG
$ npx skills add datawhalechina/all-in-rag
#14

Nestia

Similarity 131Trust 92Excellent 100

NestJS Helper + AI Chatbot Development

2.2K starsJun 12, 2026 pushdataTypeScriptRAG
$ npx skills add samchon/nestia
#15

Awesome Opensource AI

Similarity 130Trust 96Excellent 100

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

3.9K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add alvinreal/awesome-opensource-ai
#16

Gptme

Similarity 130Trust 93Excellent 100

Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!

4.3K starsJun 12, 2026 pushdataPythonRAG
$ npx skills add gptme/gptme

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 Rankify 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.