Alternatives

Wizmap alternatives for AI agents.

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

Current skill

Wizmap

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

75
Quality
82
Trust
531
Stars
#1

Graph

Similarity 143Trust 91Excellent 100

GPU-accelerated force graph layout and rendering

1.2K starsJun 15, 2026 pushrag-knowledgeTypeScriptEmbeddings
$ npx skills add cosmosgl/graph
#2

Osgrep

Similarity 133Trust 89Excellent 92

Open Source Semantic Search for your AI Agent

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

Scira

Similarity 126Trust 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
#4

FlagEmbedding

Similarity 126Trust 94Excellent 100

Retrieval and Retrieval-augmented LLMs

12K starsApr 22, 2026 pushrag-knowledgePythonEmbeddings
$ npx skills add FlagOpen/FlagEmbedding
#5

What Are Embeddings

Similarity 126Trust 85Excellent 87

A deep dive into embeddings starting from fundamentals

1.1K starsJan 17, 2026 pushrag-knowledgeJupyter NotebookEmbeddings
$ npx skills add veekaybee/what_are_embeddings
#6

Text Embeddings Inference

Similarity 124Trust 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
#7

Model2vec

Similarity 123Trust 92Excellent 100

Fast State-of-the-Art Static Embeddings

2.1K starsJun 6, 2026 pushrag-knowledgePythonEmbeddings
$ npx skills add MinishLab/model2vec
#8

Prompttools

Similarity 122Trust 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
#9

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
#10

Degoog

Similarity 122Trust 92Excellent 100

Search engine aggregator with a comprehensive plugin/extension system

1.4K starsJun 15, 2026 pushrag-knowledgeTypeScriptSearch
$ npx skills add degoog-org/degoog
#11

Chinese Word Vectors

Similarity 121Trust 85Strong 83

100+ Chinese Word Vectors 上百种预训练中文词向量

12K starsOct 30, 2023 pushrag-knowledgePythonEmbeddings
$ npx skills add Embedding/Chinese-Word-Vectors
#12

ModernBERT

Similarity 121Trust 89Excellent 94

Bringing BERT into modernity via both architecture changes and scaling

1.7K starsMar 1, 2026 pushrag-knowledgePythonEmbeddings
$ npx skills add AnswerDotAI/ModernBERT
#13

Simba

Similarity 120Trust 91Excellent 93

OpenSource Production ready Customer service with built in Evals and monitoring

1.5K starsJan 12, 2026 pushrag-knowledgeTypeScriptRAG
$ npx skills add GitHamza0206/simba
#14

Supavec

Similarity 120Trust 91Excellent 92

The open-source alternative to Carbon.ai. Build powerful RAG applications with any data source, at any scale.

1.1K starsDec 28, 2025 pushrag-knowledgeTypeScriptRAG
$ npx skills add supavec/supavec
#15

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
#16

Node2vec

Similarity 118Trust 88Strong 84

Implementation of the node2vec algorithm.

1.3K starsOct 6, 2025 pushrag-knowledgePythonEmbeddings
$ npx skills add eliorc/node2vec

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 Wizmap 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.