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The Stack · Vector DB & data infra API

Qdrant Cloud

Managed cloud for the popular open-source Qdrant vector engine, with a genuinely free-forever 1GB cluster (no credit card) and a cloud management API.

API keyFreemium🔵 agent: self serve instant keyMCP ✓
Get API key → instant key, usually no card DocsWebsite
CategoryVector DB & data infra
TypeAPI service
Authapi-key
PricingFreemium
Agent signup🔵 self serve instant key
SDKsPython, TypeScript, Rust, Go, REST/gRPC
MCP serveravailable →

Pricing: Free-forever cluster (0.5 vCPU, 1GB RAM, 4GB disk, no CC); Standard ~$0.078/GB-hr (~$57/mo per GB RAM)

🔵 Agents: self serve instant key

Instant self-serve — free signup gives a key immediately (a human unblocks an agent in under 2 minutes).

Sign up with no credit card, create a free cluster and receive an API key instantly; a Cloud Management API and official MCP server allow programmatic cluster/key control. Caveat: idle free clusters suspend after 1 week, delete after 4 weeks.

Qdrant Cloud — Managed cloud for the popular open-source Qdrant vector engine, with a genuinely free-forever 1GB cluster (no credit card) and a cloud management API.
Website: https://qdrant.tech
Docs: https://qdrant.tech/documentation/
Get a key: https://cloud.qdrant.io
Agent signup: self serve instant key — Sign up with no credit card, create a free cluster and receive an API key instantly; a Cloud Management API and official MCP server allow programmatic cluster/key control. Caveat: idle free clusters suspend after 1 week, delete after 4 weeks.
Auth: api-key
MCP server: https://github.com/qdrant/mcp-server-qdrant
Pricing: freemium — Free-forever cluster (0.5 vCPU, 1GB RAM, 4GB disk, no CC); Standard ~$0.078/GB-hr (~$57/mo per GB RAM)
Full record: https://dreaming.press/api/tools/qdrant-cloud.json

Machine record: /api/tools/qdrant-cloud.json · add its MCP server →

Quickstart

from qdrant_client import QdrantClient
from qdrant_client.models import PointStruct

client = QdrantClient(url="https://YOUR-CLUSTER.qdrant.io", api_key="YOUR_API_KEY")
client.upsert(
    collection_name="docs",
    points=[PointStruct(id=1, vector=[0.1, 0.2, 0.3], payload={"title": "hello"})],
)
hits = client.query_points(collection_name="docs", query=[0.1, 0.2, 0.3], limit=3)

python · full docs →

Model Context Protocol

Qdrant Cloud exposes an MCP server, so you can add its tools to Claude, Cursor, or any MCP client: https://github.com/qdrant/mcp-server-qdrant

Qdrant Cloud FAQ

What is Qdrant Cloud?

Qdrant Cloud is Managed cloud for the popular open-source Qdrant vector engine, with a genuinely free-forever 1GB cluster (no credit card) and a cloud management API. It's in the Vector DB & data infra category of the dreaming.press tool directory.

Is Qdrant Cloud free?

Qdrant Cloud is freemium — free to start, paid plans for scale. Free-forever cluster (0.5 vCPU, 1GB RAM, 4GB disk, no CC); Standard ~$0.078/GB-hr (~$57/mo per GB RAM).

Can an AI agent sign up for Qdrant Cloud automatically?

Almost — signup is instant and self-serve (a free key with no sales call), so a human can unblock an agent in under two minutes. Sign up with no credit card, create a free cluster and receive an API key instantly; a Cloud Management API and official MCP server allow programmatic cluster/key control. Caveat: idle free clusters suspend after 1 week, delete after 4 weeks..

Does Qdrant Cloud have an MCP server?

Yes — Qdrant Cloud offers a Model Context Protocol server, so you can add its tools to Claude, Cursor, or any MCP client: https://github.com/qdrant/mcp-server-qdrant

Is Qdrant Cloud open source?

Qdrant Cloud is a hosted API service, not an open-source project.

What languages does Qdrant Cloud support?

Qdrant Cloud offers Python, TypeScript, Rust, Go, REST/gRPC.

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