Qdrant Client
Python client library for Qdrant vector database for semantic search and embeddings.
Databases, ORMs and clients PyPI Apache-2.0
Used in agent projects
26
0.2% of 12,697 public repos built with AI coding agents
Rank in databases, orms and clients
#25 of 30
by use in those projects
Downloads
3.1M
PyPI, last 7 days, qdrant-client
GitHub stars
1,372
last push Oct 10, 2026
How Qdrant Client is used
Qdrant Client is a dependency in 26 of the 12,697 public GitHub projects set up for AI coding agents that we scanned (0.2%), #25 of 30 in databases, orms and clients. The most used alternative there is Prisma. Projects that use it most often also use FastAPI (80.8%), Uvicorn (80.8%), python-dotenv (73.1%).
Often used with Qdrant Client
| FastAPI | 80.8% of Qdrant Client projects · 19.1× more than average |
|---|---|
| Uvicorn | 80.8% of Qdrant Client projects · 18.9× more than average |
| python-dotenv | 73.1% of Qdrant Client projects · 11.2× more than average |
| OpenAI Python Library | 61.5% of Qdrant Client projects · 32.0× more than average |
| Pydantic | 61.5% of Qdrant Client projects · 12.0× more than average |
| Requests | 53.8% of Qdrant Client projects · 10.1× more than average |
| NumPy | 53.8% of Qdrant Client projects · 14.0× more than average |
| Pydantic Settings | 50.0% of Qdrant Client projects · 25.3× more than average |
By coding agent
| Cursor | 0.5% of projects set up for it |
|---|---|
| Claude Code | 0.3% of projects set up for it |
| GitHub Copilot | 0.3% of projects set up for it |
Share of public repos configured for each agent that list Qdrant Client as a dependency.
Install
| Package | pip install qdrant-client |
|---|---|
| Main stacks | Python (26) |
| Example projects | Consiliency/Code-Index-MCP, ManojINaik/manimAnimationAgent, dollro/spektr, Gunnarguy/PlaudBlender |
Alternatives to Qdrant Client
| Tool | Used in agent projects | Downloads / wk | GitHub stars | License |
|---|---|---|---|---|
| Prisma npm Modern ORM with intuitive schema, migrations, and type-safe database queries. |
381 (3.0%) | 19M | 23 | Apache-2.0 |
| pg npm PostgreSQL client for Node.js with pure JavaScript and libpq API compatibility. |
372 (2.9%) | 63.4M | 13.2K | MIT |
| Drizzle ORM npm TypeScript ORM for SQL databases with type safety and zero-runtime overhead. |
323 (2.5%) | 27.2M | 36K | Apache-2.0 |
| Drizzle Kit npm CLI migration tool for Drizzle ORM that auto-generates SQL migrations intelligently. |
309 (2.4%) | 22.3M | 36K | MIT |
| SQLAlchemy pypi Python SQL toolkit and object-relational mapper for database abstraction. |
250 (2.0%) | 85.7M | 12.2K | — |
| better-sqlite3 npm Fastest and simplest SQLite library for Node.js with synchronous API. |
162 (1.3%) | 11.3M | 7,513 | MIT |
| psycopg2 pypi Popular PostgreSQL adapter for Python with full database access and query execution. |
143 (1.1%) | 50.7M | 3,656 | LGPL with exceptions |
| Mongoose npm MongoDB object modeling library providing schema validation and query building. |
142 (1.1%) | 6.6M | 27.5K | MIT |