#1
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
1.9K starsJun 4, 2026 pushrag-knowledgeRustSemantic Search
$ npx skills add SeekStorm/SeekStormAlternatives
Meilisearch alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Meilisearch
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
100
Quality
100
Trust
58K
Stars
#2
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
26K starsJun 5, 2026 pushrag-knowledgeC++Semantic Search
$ npx skills add typesense/typesense#3
Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
4.1K starsMay 28, 2026 pushrag-knowledgeC++Semantic Search
$ npx skills add unum-cloud/USearch#4
21 Lessons, Get Started Building with Generative AI
112K starsJun 6, 2026 pushrag-knowledgeJupyter NotebookSemantic Search
$ npx skills add microsoft/generative-ai-for-beginners#5
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
35K starsMar 26, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add khoj-ai/khoj#6
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
18K starsJun 4, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add arc53/DocsGPT#7
Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.
9.3K starsJun 6, 2026 pushrag-knowledgeRustVector Search
$ npx skills add databendlabs/databend#8
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
3.0K starsJun 4, 2026 pushrag-knowledgeJupyter NotebookSemantic Search
$ npx skills add pinecone-io/examples#9
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
16K starsJun 6, 2026 pushrag-knowledgeGoSemantic Search
$ npx skills add weaviate/weaviate#10
Find related notes and excerpts while writing. Your link building copilot displays relevant content in graph + list view. A local embedding model powers semantic search. Zero setup. No API key.
5.1K starsJun 4, 2026 pushrag-knowledgeJavaScriptSemantic Search
$ npx skills add brianpetro/obsidian-smart-connections#11
Declarative and Incremental Backend for Multimodal AI Applications
1.6K starsJun 10, 2026 pushrag-knowledgePythonVector Search
$ npx skills add pixeltable/pixeltable#12
Semantic search over videos using Gemini Embedding 2 or Qwen3-VL.
4.3K starsJun 2, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add ssrajadh/sentrysearch#13
MTEB: Massive Text Embedding Benchmark
3.3K starsJun 9, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add embeddings-benchmark/mteb#14
Superlinked Inference Engine is an Open-source inference server and production cluster for embeddings, reranking, and extraction.
2.0K starsJun 7, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add superlinked/sie#15
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
2.0K starsJun 1, 2026 pushrag-knowledgePythonSemantic Search
$ npx skills add zilliztech/memsearch#16
A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS
1.4K starsJun 2, 2026 pushrag-knowledgeTypeScriptSemantic Search
$ npx skills add aws-samples/aws-genai-llm-chatbotHow 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 Meilisearch 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.