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#qdrant

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

23 records
Tagged “qdrant”Ranked by health index
PyPI
94Exceptionalhealth index
qdrant/qdrant-client
Python client for Qdrant vector search engine
Python★ 1,374↓ 12M/moOct 19, 2026
Apache-2.0Oct 19, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Python · Jupyter Notebook★ 3,193↓ 5.2M/moSep 10, 2026
Apache-2.0Sep 10, 2026 · metrics 2.10.0
npm
91Excellenthealth index
CopilotKit/aimock
Mock everything your AI app talks to — LLM APIs, MCP, A2A, AG-UI, vector DBs, search. One package, one port, zero dependencies.
TypeScript★ 902↓ 4.3M/moAug 27, 2026
MITAug 27, 2026 · metrics 2.10.0
crates.io
89Excellenthealth index
qdrant/rust-client
Rust client for Qdrant vector search engine
Rust★ 415↓ 310K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
86Excellenthealth index
remete618/widemem-ai
Local-first memory layer for LLM apps and agents. Runs offline on Ollama, sentence-transformers and FAISS; OpenAI and Anthropic optional. Importance scoring, contradiction resolution, confidence-aware retrieval.
Python★ 49↓ 4,603/moOct 21, 2026
Apache-2.0Oct 21, 2026 · metrics 2.10.0
NuGet
84Excellenthealth index
qdrant/qdrant-dotnet
Qdrant .Net SDK
C#★ 228Sep 16, 2026
Apache-2.0Sep 16, 2026 · metrics 2.10.0
PyPI · npm
80Excellenthealth index
datris/datris-platform-oss
The Data Control Plane for AI Agents — acquire, validate, and land data over MCP with scoped keys, approval gates, and an audit log. Self-hosted, open source.
Scala · TypeScript · Python★ 12↓ 10.1K/moOct 19, 2026
AGPL-3.0Oct 19, 2026 · metrics 2.10.0
Packagist
75Goodhealth index
symfony/ai-store
Low-level abstraction for storing and retrieving documents in a vector store.
PHP★ 22↓ 48.4K/moSep 6, 2026
MITSep 6, 2026 · metrics 2.10.0
PyPI
71Goodhealth index
nevenincs/vaultspec-rag
Search code and feature records by meaning through the command line or Model Context Protocol (MCP). Inference runs on your GPU.
Python★ 1↓ 9,576/moSep 14, 2026
MITSep 14, 2026 · metrics 2.10.0
npm · crates.io
71Goodhealth index
srimon12/qql-rs
Declarative SQL query engine for Qdrant and edge vector databases. Multi-vector dense & BM25 sparse search, hybrid retrieval, CTEs, and MMR in Rust, Python, Node.js, and WebAssembly
Rust★ 5↓ 1,287/moSep 20, 2026
MITSep 20, 2026 · metrics 2.10.0
npm
69Goodhealth index
IBazylchuk/paparats-mcp
Local‑first MCP server for multi‑repository semantic code search with Qdrant and llama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, Cursor, Copilot, Antigravity and Windsurf.
TypeScript★ 10↓ 2,593/moSep 10, 2026
MITSep 10, 2026 · metrics 2.10.0
Go
69Goodhealth index
Protocol-Lattice/go-agent
An agent framework for Go with graph-aware memory, UTCP-native tools, and multi-agent orchestration. Built for production.
Go★ 253Sep 12, 2026
Apache-2.0Sep 12, 2026 · metrics 2.10.0
RubyGems
67Goodhealth index
patterns-ai-core/qdrant-ruby
Ruby wrapper for the Qdrant vector search database API
Ruby★ 62Oct 21, 2026
Apache-2.0Oct 21, 2026 · metrics 2.10.0
Packagist
65Goodhealth index
symfony/ai-qdrant-store
Qdrant vector store bridge for Symfony AI
PHP★ 2↓ 7,685/moSep 6, 2026
MITSep 6, 2026 · metrics 2.10.0
Go · npm
65Goodhealth index
veyliss/ai-localbase
一个本地优先的AI知识库系统(RAG),用于把本地文档接入辅导搜索与大模型对话流程。目前支持md、txt、pdf(文本)、xlsx、cvs类型。支持mcp服务
Go · TypeScript · CSS★ 379Sep 12, 2026
MITSep 12, 2026 · metrics 2.10.0
PyPI
63Moderatehealth index
antonyrag/ragleap-core
Production-ready AI Business OS — 46 autonomous AI Employees, Graph RAG (Neo4j), multi-channel, BYOK across 17 LLM providers plus custom/local endpoints (Ollama), automatic fallback. 8 libs (Python+Java). Self-hosted, MIT licensed, guardrailed autonomy for regulated industries.
Python · Java★ 12↓ 745/moSep 13, 2026
MITSep 13, 2026 · metrics 2.10.0
Packagist
63Moderatehealth index
hkulekci/qdrant-php
Qdrant is a vector similarity engine & vector database. It deploys as an API service providing search for the nearest high-dimensional vectors. With Qdrant, embeddings or neural network encoders can be turned into full-fledged applications for matching, searching, recommending, and much more!
PHP★ 178↓ 22.4K/moSep 30, 2026
MITSep 30, 2026 · metrics 2.10.0
npm
62Moderatehealth index
robertjbass/spindb
Spin up local databases without Docker. One CLI for PostgreSQL, MySQL, MongoDB, Redis, and 17 more — a lightweight replacement for DBngin, Postgres.app, and docker-compose.
TypeScript★ 19↓ 3,874/moSep 8, 2026
Custom licenseSep 8, 2026 · metrics 2.10.0
npm · Go
54Moderatehealth index
enowdev/enowx-rag
RAG Skill and MCP for AI agents for codebase indexing and memory
Go · TypeScript★ 40↓ 63/moSep 18, 2026
Apache-2.0Sep 18, 2026 · metrics 2.10.0
PyPI
53Moderatehealth index
Rushour0/fabri
Local memory + orchestration layer for custom LLM agents: SCOPE-style tactical/strategic memory over execution traces, Qdrant-backed, polyglot subprocess tools, agent-as-tool composition.
Python★ 1↓ 198/moSep 11, 2026
Apache-2.0Sep 11, 2026 · metrics 2.10.0
PyPI
53Moderatehealth index
l-td/aetherfy-vectors-python-sdk
Python SDK for Aetherfy Vectors — a drop-in replacement for qdrant-client with global sub-50ms latency, built-in analytics, workspace scoping, and client-side payload schema validation.
Python★ 1↓ 2,707/moOct 18, 2026
MITOct 18, 2026 · metrics 2.10.0
PyPI
48Weakhealth index
shredEngineer/Archive-Agent
Find your files with natural language and ask questions.
Python★ 64Sep 12, 2026
GPL-3.0Sep 12, 2026 · metrics 2.10.0
npm
10Criticalhealth index
dnaroid/indexer
No repository description published.
TypeScript★ 0↓ 73/moSep 19, 2026
No licenseSep 19, 2026 · metrics 2.10.0