Alternatives

NexusRAG alternatives for AI agents.

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

Current skill

NexusRAG

Hybrid RAG system combining vector search, knowledge graph (LightRAG), and cross-encoder reranking — with Docling document parsing, visual intelligence (image/table captioning), agentic streaming chat, and inline citations. Powered by Gemini or local Ollama models.

71
Quality
80
Trust
317
Stars
#1

Sentrysearch

Similarity 124Trust 93Excellent 100

Semantic search over videos using Gemini Embedding 2 or Qwen3-VL.

4.3K starsJun 2, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add ssrajadh/sentrysearch
#2

ThinkRAG

Similarity 118Trust 80Strong 73

A LLM RAG system runs on your laptop. 大模型检索增强生成系统,可以轻松部署在笔记本电脑上,实现本地知识库智能问答。

344 starsJan 28, 2026 pushrag-knowledgePythonReranking
$ npx skills add wzdavid/ThinkRAG
#3

Llm Wiki Agent

Similarity 114Trust 86Excellent 100

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.

2.9K starsJun 13, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add SamurAIGPT/llm-wiki-agent
#4

Graphify

Similarity 112Trust 93Excellent 100

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

67K starsJun 13, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add safishamsi/graphify
#5

Searx

Similarity 110Trust 94Excellent 100

Privacy-respecting metasearch engine

14K starsMay 14, 2026 pushrag-knowledgePythonSearch
$ npx skills add searx/searx
#6

Search Plugins

Similarity 109Trust 94Excellent 100

Search plugins for qBittorrent search feature

6.3K starsMay 25, 2026 pushrag-knowledgePythonSearch
$ npx skills add qbittorrent/search-plugins
#7

Docarray

Similarity 107Trust 91Excellent 100

Represent, send, store and search multimodal data

3.1K starsMar 27, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add docarray/docarray
#8

RankGPT

Similarity 107Trust 77Promising 55

Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]

668 starsMar 10, 2024 pushrag-knowledgePythonReranking
$ npx skills add sunnweiwei/RankGPT
#9

Full Stack AI Agent Template

Similarity 106Trust 94Excellent 100

Full-stack AI app generator — FastAPI + Next.js with AI Agents, RAG, streaming, auth, and 20+ integrations out of the box.

1.4K starsJun 12, 2026 pushrag-knowledgePythonRAG
$ npx skills add vstorm-co/full-stack-ai-agent-template
#10

Knowhere

Similarity 106Trust 94Excellent 100

Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.

1.3K starsJun 12, 2026 pushrag-knowledgePythonRAG
$ npx skills add Ontos-AI/knowhere
#11

Logseq

Similarity 106Trust 96Excellent 100

A privacy-first, open-source platform for knowledge management and collaboration. Download link: http://github.com/logseq/logseq/releases. roadmap: https://logseq.io/p/NX4mc_ggEV

43K starsJun 14, 2026 pushrag-knowledgeClojureKnowledge Graph
$ npx skills add logseq/logseq
#12

Trilium

Similarity 106Trust 95Excellent 100

Build your personal knowledge base with Trilium Notes

36K starsJun 14, 2026 pushrag-knowledgeTypeScriptKnowledge Graph
$ npx skills add TriliumNext/Trilium
#13

Sonic

Similarity 105Trust 96Excellent 100

🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.

21K starsJun 12, 2026 pushrag-knowledgeRustSearch
$ npx skills add valeriansaliou/sonic
#14

Memvid

Similarity 105Trust 98Excellent 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 pushrag-knowledgeRustSemantic Search
$ npx skills add memvid/memvid
#15

MiroFish

Similarity 104Trust 98Excellent 100

A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎,预测万物

66K starsMay 24, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add 666ghj/MiroFish
#16

Searxng

Similarity 104Trust 98Excellent 100

SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled.

32K starsJun 16, 2026 pushrag-knowledgePythonSearch
$ npx skills add searxng/searxng

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 NexusRAG 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.