The universal tool suite for vector database management
Open-source vector similarity search for Postgres
Toolkit for making machine learning and data analysis applications
Vector Database for the next generation of AI applications
Vector database for scalable similarity search and AI applications
A distributed system for embedding-based vector retrieval
A mcp server for vikingdb store and search
Scalable, fast, and disk-friendly vector search in Postgres
Weaviate is a cloud-native, modular, real-time vector search engine
A @ClickHouse fork that supports high-performance vector search
Graph-vector database for building unified AI backends fast
The open big data serving engine
An official Qdrant Model Context Protocol (MCP) server implementation
A lightweight, lightning-fast, in-process vector database
Vald. A Highly Scalable Distributed Vector Search Engine
The AI-Native Search Database
StarVector is a foundation model for SVG generation
Integrate, train and manage any AI models and APIs with your database
A suite of tools to develop RAG, semantic search, and other AI apps
Video-based AI memory library. Store millions of text chunks in MP4
Elasticsearch plugin for nearest neighbor search
Framework which allows you transform your Vector Database
Rust framework for building modular and scalable LLM-powered apps
MCP for Replicate Flux Model
Official Vectorize MCP Server