Alternatives

Knowledge Graph Attention Network alternatives for AI agents.

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

Compare shortlist View Knowledge Graph Attention Network

Current skill

Knowledge Graph Attention Network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

Quality

Trust

1.2K

Stars

MiroFish

Similarity 126Trust 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

LightRAG

Similarity 126Trust 96Excellent 100

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

37K starsJun 14, 2026 pushrag-knowledgePythonKnowledge Graph

$ npx skills add HKUDS/LightRAG

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

RecBole

Similarity 124Trust 85Strong 77

A unified, comprehensive and efficient recommendation library

4.5K starsFeb 24, 2025 pushrag-knowledgePythonKnowledge Graph

$ npx skills add RUCAIBox/RecBole

Claude Obsidian

Similarity 123Trust 96Excellent 100

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

KAG

Similarity 123Trust 93Excellent 100

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

Potpie

Similarity 123Trust 94Excellent 100

Spec-driven development for large codebases

5.5K starsJun 13, 2026 pushrag-knowledgePythonKnowledge Graph

$ npx skills add potpie-ai/potpie

Pipeshub AI

Similarity 122Trust 95Excellent 100

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

MemMachine

Similarity 122Trust 94Excellent 100

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

#10

Trustgraph

Similarity 121Trust 92Excellent 100

The semantic deployment platform.

2.2K starsJun 12, 2026 pushrag-knowledgePythonKnowledge Graph

$ npx skills add trustgraph-ai/trustgraph

#11

Llm Wiki Agent

Similarity 120Trust 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

#12

Logseq

Similarity 120Trust 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

#13

Trilium

Similarity 120Trust 95Excellent 100

Build your personal knowledge base with Trilium Notes

36K starsJun 14, 2026 pushrag-knowledgeTypeScriptKnowledge Graph

$ npx skills add TriliumNext/Trilium

#14

GraphGen

Similarity 120Trust 94Excellent 100

GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation

1.0K starsMay 19, 2026 pushrag-knowledgePythonKnowledge Graph

$ npx skills add InternScience/GraphGen

#15

Understand Anything

Similarity 120Trust 94Excellent 100

Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

59K starsJun 11, 2026 pushrag-knowledgeTypeScriptKnowledge Graph

$ npx skills add Egonex-AI/Understand-Anything

#16

AI Knowledge Graph

Similarity 119Trust 90Excellent 95

AI Powered Knowledge Graph Generator

2.3K starsDec 28, 2025 pushrag-knowledgePythonKnowledge Graph

$ npx skills add robert-mcdermott/ai-knowledge-graph

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 Knowledge Graph Attention Network 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.