Alternatives

Vectordb alternatives for AI agents.

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

Current skill

Vectordb

Epsilla is a high performance Vector Database Management System

69
Quality
78
Trust
875
Stars
#1

Pixeltable

Similarity 138Trust 91Excellent 100

Unified multimodal backend for AI data apps

1.6K starsJun 16, 2026 pushrag-knowledgePythonVector Search
$ npx skills add pixeltable/pixeltable
#2

Featureform

Similarity 135Trust 88Excellent 86

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

2.0K starsJul 3, 2025 pushrag-knowledgeGoVector Search
$ npx skills add featureform/featureform
#3

Databend

Similarity 133Trust 91Excellent 100

Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.

9.3K starsJun 15, 2026 pushrag-knowledgeRustVector Search
$ npx skills add databendlabs/databend
#4

OpenMemory

Similarity 132Trust 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
#5

Helix Db

Similarity 132Trust 89Excellent 100

HelixDB is an OLTP graph-vector database built in Rust.

5.1K starsJun 12, 2026 pushrag-knowledgeRustVector Search
$ npx skills add HelixDB/helix-db
#6

Deeplake

Similarity 132Trust 94Excellent 100

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

9.2K starsMay 21, 2026 pushrag-knowledgeC++Vector Search
$ npx skills add activeloopai/deeplake
#7

Server

Similarity 131Trust 95Excellent 100

MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable, and sanely licensed open SQL server in the industry.

7.7K starsJun 15, 2026 pushrag-knowledgeC++Vector Search
$ npx skills add MariaDB/server
#8

Oceanbase

Similarity 131Trust 92Excellent 100

The Fastest Distributed Database for Transactional, Analytical, and AI Workloads.

10K starsJun 16, 2026 pushrag-knowledgeC++Vector Search
$ npx skills add oceanbase/oceanbase
#9

Postgresml

Similarity 130Trust 87Excellent 92

Postgres with GPUs for ML/AI apps.

6.8K starsJul 1, 2025 pushrag-knowledgeRustVector Search
$ npx skills add postgresml/postgresml
#10

SeaGOAT

Similarity 130Trust 91Excellent 100

local-first semantic code search engine

1.3K starsJun 12, 2026 pushrag-knowledgePythonVector Search
$ npx skills add kantord/SeaGOAT
#11

Qdrant

Similarity 128Trust 96Excellent 100

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

32K starsJun 14, 2026 pushrag-knowledgeRustVector Search
$ npx skills add qdrant/qdrant
#12

PageIndex

Similarity 128Trust 94Excellent 100

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

33K starsJun 5, 2026 pushrag-knowledgePythonVector Search
$ npx skills add VectifyAI/PageIndex
#13

Cognee

Similarity 127Trust 96Excellent 100

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

18K starsJun 14, 2026 pushrag-knowledgePythonVector Search
$ npx skills add topoteretes/cognee
#14

Ruby Llm

Similarity 126Trust 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
#15

ChatWeb

Similarity 125Trust 84Excellent 87

ChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.

914 starsMay 25, 2026 pushrag-knowledgePythonVector Search
$ npx skills add SkywalkerDarren/chatWeb
#16

Genkit

Similarity 125Trust 94Excellent 100

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

6.1K starsJun 15, 2026 pushrag-knowledgeTypeScriptVector Search
$ npx skills add genkit-ai/genkit

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 Vectordb 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.