Alternatives

Graph alternatives for AI agents.

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

Current skill

Graph

GPU-accelerated force graph layout and rendering

100
Quality
91
Trust
1.2K
Stars
#1

Wizmap

Similarity 136Trust 82Strong 75

Explore and interpret large embeddings in your browser with interactive visualization! 📍

531 starsJan 22, 2026 pushrag-knowledgeTypeScriptEmbeddings
$ npx skills add poloclub/wizmap
#2

Osgrep

Similarity 125Trust 89Excellent 92

Open Source Semantic Search for your AI Agent

1.1K starsJan 17, 2026 pushrag-knowledgeTypeScriptEmbeddings
$ npx skills add Ryandonofrio3/osgrep
#3

Obsidian Smart2Brain

Similarity 122Trust 94Excellent 100

An Obsidian plugin to interact with your privacy focused AI-Assistant making your second brain even smarter!

1.1K starsMay 31, 2026 pushrag-knowledgeTypeScriptRAG
$ npx skills add your-papa/obsidian-Smart2Brain
#4

Scira

Similarity 118Trust 96Excellent 100

Scira (Formerly MiniPerplx) is a minimalistic AI-powered search engine that helps you find information on the internet and cites it too. Powered by Vercel AI SDK!

12K starsMar 20, 2026 pushrag-knowledgeTypeScriptSearch
$ npx skills add zaidmukaddam/scira
#5

Seatunnel

Similarity 118Trust 97Excellent 100

SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool.

9.4K starsJun 16, 2026 pushrag-knowledgeJavaEmbeddings
$ npx skills add apache/seatunnel
#6

FlagEmbedding

Similarity 118Trust 94Excellent 100

Retrieval and Retrieval-augmented LLMs

12K starsApr 22, 2026 pushrag-knowledgePythonEmbeddings
$ npx skills add FlagOpen/FlagEmbedding
#7

Graphin

Similarity 118Trust 88Strong 84

🌌 A React toolkit for graph visualization based on G6.

1.1K starsNov 18, 2025 pushrag-knowledgeTypeScriptKnowledge Graph
$ npx skills add antvis/Graphin
#8

Ruby Llm

Similarity 116Trust 95Excellent 100

One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and multimodal workflows in beautiful, expressive code.

4.0K starsJun 15, 2026 pushrag-knowledgeRubyEmbeddings
$ npx skills add crmne/ruby_llm
#9

Text Embeddings Inference

Similarity 116Trust 93Excellent 100

A blazing fast inference solution for text embeddings models

4.9K starsMay 26, 2026 pushrag-knowledgeRustEmbeddings
$ npx skills add huggingface/text-embeddings-inference
#10

OpenMemory

Similarity 116Trust 93Excellent 100

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

4.2K starsMay 29, 2026 pushrag-knowledgeTypeScriptVector Search
$ npx skills add CaviraOSS/OpenMemory
#11

Text2vec

Similarity 116Trust 92Excellent 98

text2vec, text to vector. 文本向量表征工具,把文本转化为向量矩阵,实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型,开箱即用。

5.0K starsFeb 14, 2026 pushrag-knowledgePythonEmbeddings
$ npx skills add shibing624/text2vec
#12

Model2vec

Similarity 115Trust 92Excellent 100

Fast State-of-the-Art Static Embeddings

2.1K starsJun 6, 2026 pushrag-knowledgePythonEmbeddings
$ npx skills add MinishLab/model2vec
#13

Prompttools

Similarity 114Trust 92Excellent 96

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

3.0K starsFeb 11, 2026 pushrag-knowledgePythonEmbeddings
$ npx skills add hegelai/prompttools
#14

Ailia Models

Similarity 114Trust 89Excellent 100

The collection of pre-trained, state-of-the-art AI models for ailia SDK

2.3K starsJun 16, 2026 pushrag-knowledgePythonEmbeddings
$ npx skills add ailia-ai/ailia-models
#15

Logseq

Similarity 114Trust 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
#16

Degoog

Similarity 114Trust 92Excellent 100

Search engine aggregator with a comprehensive plugin/extension system

1.4K starsJun 15, 2026 pushrag-knowledgeTypeScriptSearch
$ npx skills add degoog-org/degoog

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 Graph 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.