Alternatives

OpenSearch alternatives for AI agents.

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

Current skill

OpenSearch

🔎 Open source distributed and RESTful search engine.

100
Quality
95
Trust
13K
Stars
#1

Lucene

Similarity 146Trust 93Excellent 100

Apache Lucene open-source search software

3.5K starsJun 16, 2026 pushrag-knowledgeJavaSearch
$ npx skills add apache/lucene
#2

Elasticsearch

Similarity 141Trust 92Excellent 100

Free and Open Source, Distributed, RESTful Search Engine

77K starsJun 16, 2026 pushrag-knowledgeJavaSearch
$ npx skills add elastic/elasticsearch
#3

Solr

Similarity 136Trust 93Excellent 100

Apache Solr open-source search software

1.6K starsJun 15, 2026 pushrag-knowledgeJavaSearch
$ npx skills add apache/solr
#4

Jvector

Similarity 136Trust 92Excellent 100

JVector: the most advanced embedded vector search engine

1.7K starsJun 15, 2026 pushrag-knowledgeJavaSearch
$ npx skills add datastax/jvector
#5

Searx

Similarity 134Trust 94Excellent 100

Privacy-respecting metasearch engine

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

Search Plugins

Similarity 133Trust 94Excellent 100

Search plugins for qBittorrent search feature

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

Vespa

Similarity 133Trust 92Excellent 100

The AI search platform

7.0K starsJun 16, 2026 pushrag-knowledgeJavaVector Search
$ npx skills add vespa-engine/vespa
#8

Lucene Solr

Similarity 132Trust 92Excellent 100

Apache Lucene and Solr open-source search software

4.4K starsMay 15, 2026 pushrag-knowledgeSearchClaude Code
$ npx skills add apache/lucene-solr
#9

Pisa

Similarity 128Trust 91Excellent 96

PISA: Performant Indexes and Search for Academia

1.1K starsMay 6, 2026 pushrag-knowledgeC++Search
$ npx skills add pisa-engine/pisa
#10

MarginaliaSearch

Similarity 128Trust 91Excellent 99

Internet search engine for text-oriented websites. Indexing the small, old and weird web.

1.8K starsJun 16, 2026 pushrag-knowledgeJavaSearch
$ npx skills add MarginaliaSearch/MarginaliaSearch
#11

Sonic

Similarity 127Trust 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
#12

Tantivy

Similarity 127Trust 97Excellent 100

Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust

15K starsJun 16, 2026 pushrag-knowledgeRustSearch
$ npx skills add quickwit-oss/tantivy
#13

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
#14

Lnx

Similarity 126Trust 86Excellent 85

A flexible, performant and reliable search database without the AI bullshit.

1.4K starsOct 14, 2025 pushrag-knowledgeRustSearch
$ npx skills add lnx-search/lnx
#15

Toshi

Similarity 126Trust 82Strong 77

A full-text search engine in rust

4.3K starsJan 19, 2024 pushrag-knowledgeRustSearch
$ npx skills add toshi-search/Toshi
#16

Fsearch

Similarity 124Trust 93Excellent 100

A fast file search utility for Unix-like systems based on GTK3

4.2K starsJun 15, 2026 pushrag-knowledgeCSearch
$ npx skills add cboxdoerfer/fsearch

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 OpenSearch 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.