Repositories list

• qdrant

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

  searchsearch-enginemachine-learning+ 17

  searchsearch-enginemachine-learningneural-networknearest-neighbor-searchimage-searchrecommender-systemsearch-enginessimilarity-searchai-search+ 10

  Rust

  •

  Apache License 2.0

  •2.6k2.6k forks•34k34k stars•486486 issues•207207 pull requests•Updated Aug 10, 2026Aug 10, 2026

• skills

  Public
  Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usa…

  performancemonitoringembeddings+ 13

  performancemonitoringembeddingscursorscalingquantizationmultitenancycodexai-agentsvector-search+ 6

  Python

  •

  Apache License 2.0

  •2626 forks•220220 stars•88 issues•1010 pull requests•Updated Aug 10, 2026Aug 10, 2026

• landing_page

  Public
  Landing page for qdrant.tech

  SCSS

  •140140 forks•6060 stars•2020 issues•5656 pull requests•Updated Aug 10, 2026Aug 10, 2026

• mcp-server-qdrant

  Public
  An official Qdrant Model Context Protocol (MCP) server implementation

  mcpcursorsemantic-search+ 4

  mcpcursorsemantic-searchclaudewindsurfllmmcp-server

  Python

  •

  Apache License 2.0

  •291291 forks•1.5k1.5k stars•2424 issues•4848 pull requests•Updated Aug 10, 2026Aug 10, 2026

• qdrant-web-ui

  Public
  Self-hosted web UI for Qdrant

  JavaScript

  •

  Apache License 2.0

  •145145 forks•419419 stars•3535 issues•2828 pull requests•Updated Aug 10, 2026Aug 10, 2026

• qdrant-cloud-public-api

  Public
  Shell

  •

  Apache License 2.0

  •11 fork•1111 stars•00 issues•11 pull request•Updated Aug 10, 2026Aug 10, 2026

• crasher

  Public
  Crashing the party

  Rust

  •33 forks•55 stars•00 issues•00 pull requests•Updated Aug 10, 2026Aug 10, 2026

• coach

  Public
  Coach running drills to train qdrant deployments

  Rust

  •11 fork•33 stars•55 issues•00 pull requests•Updated Aug 10, 2026Aug 10, 2026

• autocomplete-openapi

  Public
  Autocomplete queries using OpenAPI spec

  JavaScript

  •11 fork•77 stars•00 issues•22 pull requests•Updated Aug 10, 2026Aug 10, 2026

• terraform-provider-qdrant-cloud

  Public
  A Terraform plugin that allows to manage and configure Qdrant Cloud resources

  Go

  •

  Apache License 2.0

  •66 forks•66 stars•00 issues•22 pull requests•Updated Aug 10, 2026Aug 10, 2026

• qdrant-cloud-buf-plugins

  Public
  Collection of Buf plugins used by Qdrant Cloud APIs

  Go

  •

  Apache License 2.0

  •00 forks•22 stars•00 issues•00 pull requests•Updated Aug 10, 2026Aug 10, 2026

• bfb

  Public
  *high-load* benchmarking tool

  Rust

  •44 forks•1818 stars•11 issue•55 pull requests•Updated Aug 10, 2026Aug 10, 2026

• demo-food-discovery

  Public
  Source code of the food discovery demo built on top of Qdrant

  TypeScript

  •1616 forks•5252 stars•00 issues•1010 pull requests•Updated Aug 10, 2026Aug 10, 2026

• contexto

  Public
  A simple script to solve contexto.me using word embeddings

  JavaScript

  •11 fork•1010 stars•00 issues•1616 pull requests•Updated Aug 10, 2026Aug 10, 2026

• demo-code-search

  Public
  TypeScript

  •2020 forks•6363 stars•22 issues•1414 pull requests•Updated Aug 10, 2026Aug 10, 2026

• qdrant_demo

  Public
  Demo of the neural semantic search built with Qdrant

  TypeScript

  •5252 forks•193193 stars•00 issues•2020 pull requests•Updated Aug 9, 2026Aug 9, 2026

• qdrant-edge-demo

  Public
  POC visual search with smart glasses and Qdrant Edge.

  edgeembedded-aivector-search+ 4

  edgeembedded-aivector-searchedge-aivector-databaseai-memoryai-memory-system

  Python

  •22 forks•6060 stars•00 issues•33 pull requests•Updated Aug 9, 2026Aug 9, 2026

• docarray

  Public
  The data structure for unstructured data

  Python

  •

  Apache License 2.0

  •244244 forks•00 stars•00 issues•11 pull request•Updated Aug 9, 2026Aug 9, 2026

• fluxcd-source-controller

  Public
  The GitOps Toolkit source management component

  Go

  •

  Apache License 2.0

  •246246 forks•00 stars•00 issues•1111 pull requests•Updated Aug 9, 2026Aug 9, 2026

• qdrant-spark

  Public
  Qdrant's Apache Spark connector

  Java

  •

  Apache License 2.0

  •11 fork•4949 stars•00 issues•11 pull request•Updated Aug 9, 2026Aug 9, 2026

• goods_categorization_demo

  Public
  Demo example of consumer goods categorization

  Jupyter Notebook

  •99 forks•3232 stars•00 issues•1313 pull requests•Updated Aug 8, 2026Aug 8, 2026

• webinar-vibe-coding-rag

  Public
  An attempt to live code a working Retrieval Augmented Generation app with AI coding tools

  JavaScript

  •22 forks•1919 stars•11 issue•99 pull requests•Updated Aug 8, 2026Aug 8, 2026

• video-anomaly-edge

  Public
  Real-time video anomaly detection from edge to cloud using Qdrant, Twelve Labs, and NVIDIA VSS

  TypeScript

  •33 forks•1515 stars•11 issue•1212 pull requests•Updated Aug 8, 2026Aug 8, 2026

• kv-search

  Public
  Python

  •00 forks•00 stars•00 issues•66 pull requests•Updated Aug 8, 2026Aug 8, 2026

• relevance-feedback

  Public
  Python

  •00 forks•77 stars•00 issues•77 pull requests•Updated Aug 8, 2026Aug 8, 2026

• webinar-cloud-inference

  Public
  How to Build a Multimodal Search Stack with One API

  JavaScript

  •00 forks•00 stars•00 issues•1515 pull requests•Updated Aug 8, 2026Aug 8, 2026

• workshop-rag-optimization

  Public
  Notebooks for RAG optimization workshop, using HackerNews data

  Jupyter Notebook

  •77 forks•2121 stars•00 issues•1919 pull requests•Updated Aug 8, 2026Aug 8, 2026

• template-hybrid-search-fasthtml

  Public template
  A template for a FastHTML app implementing hybrid search with Qdrant

  Python

  •

  Apache License 2.0

  •00 forks•55 stars•00 issues•1010 pull requests•Updated Aug 8, 2026Aug 8, 2026

• page-search

  Public
  Neural search for web-sites, docs, articles - online!

  Python

  •

  Apache License 2.0

  •77 forks•153153 stars•00 issues•1111 pull requests•Updated Aug 8, 2026Aug 8, 2026

• workshop-ultimate-hybrid-search

  Public
  Materials for the Ultimate Hybrid Search Workshop

  Jupyter Notebook

  •88 forks•4848 stars•22 issues•1515 pull requests•Updated Aug 8, 2026Aug 8, 2026