#1
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
37K starsJun 14, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add HKUDS/LightRAGAlternatives
GraphGen alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
GraphGen
GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation
100
Quality
94
Trust
1.0K
Stars
#2
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#3
AI Powered Knowledge Graph Generator
2.3K starsDec 28, 2025 pushrag-knowledgePythonKnowledge Graph
$ npx skills add robert-mcdermott/ai-knowledge-graph#4
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#5
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#6
One Query. All Search Skill. 聚合 Gemini、Grok、豆包、元宝等平台原生 AI 搜索能力，免费获取科技趋势、行业舆情、热点追踪、旅行规划、日常问题统一接进自己的 Agent 与工作流，指定链接免费爬取
1.2K starsApr 27, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add minsight-ai-info/AI-Search-Hub#7
[NeurIPS '25] Knowledge Graph Generation from Any Text
1.2K starsMar 24, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add stair-lab/kg-gen#8
Self-organizing AI second brain for Obsidian + Claude Code. Drop any source and Claude reads, links, and files it into one connected knowledge graph of plain Markdown you own. AI note-taking, personal knowledge management (PKM), and an open-source Notion alternative. Based on Karpathy's LLM Wiki pattern.
6.7K starsMay 28, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add AgriciDaniel/claude-obsidian#9
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.
8.8K starsJan 28, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add OpenSPG/KAG#10
Spec-driven development for large codebases
5.5K starsJun 13, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add potpie-ai/potpie#11
PipesHub is a fully extensible and explainable workplace AI platform for enterprise search and workflow automation
3.0K starsJun 14, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add pipeshub-ai/pipeshub-ai#12
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
3.1K starsJun 14, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add MemMachine/MemMachine#13
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#14
The semantic deployment platform.
2.2K starsJun 12, 2026 pushrag-knowledgePythonKnowledge Graph
$ npx skills add trustgraph-ai/trustgraph#15
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#16
Build your personal knowledge base with Trilium Notes
36K starsJun 14, 2026 pushrag-knowledgeTypeScriptKnowledge Graph
$ npx skills add TriliumNext/TriliumHow 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 GraphGen 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.