MCP connectors

mcp-server-qdrant

Give an agent a place to store and recall things

Visit official page 日本語で詳しく見る

Popularity

★ 1.5k

Last update

August 2026

License / pricing

Apache-2.0

What it does

The official Qdrant MCP server: agents store information and retrieve it later by meaning, turning a vector database into a memory tool any MCP client can call. It assumes a Qdrant instance, so file-based memory layers are easier if you just want to try the idea. Whether that instance is yours or Qdrant Cloud decides where your stored content lives. Apache-2.0.

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

Screenshots & visuals

Before you start

Setup difficultySome setup needed
Command lineRequired
API keyNot required
Sends data onlineYes

Judged automatically from the project's own metadata. Always confirm on the official page.

mcp-server-qdrant FAQ

Is mcp-server-qdrant free?: Yes. It runs on your own machine, so there is no usage-based cost either.
Do I need to install anything or write code to use mcp-server-qdrant?: It connects to an MCP-capable AI app such as Claude. It does not run on its own.
Does mcp-server-qdrant work on a phone?: No. It needs a computer.
Can I use mcp-server-qdrant commercially?: The licence is Apache-2.0, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.

How it compares

The conditions that decide whether you can actually use it, side by side.

Tool	Command line	API key	Sends data out	Phone	Commercial use
mcp-server-qdrant (this page)	Required	Not needed	Yes	No	Yes
EverOS	Required	Not needed	No	No	Yes
basic-memory	Required	Not needed	Yes	No	Yes
MCP Servers	Required	Not needed	Yes	No	Yes

"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.

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What it does

Summary based on the project's own description. The Japanese page has a fuller beginner guide: setup difficulty, what to prepare, and a step-by-step start.

mcp-server-qdrant FAQ

Is mcp-server-qdrant free?

Yes. It runs on your own machine, so there is no usage-based cost either.

Do I need to install anything or write code to use mcp-server-qdrant?

It connects to an MCP-capable AI app such as Claude. It does not run on its own.

Does mcp-server-qdrant work on a phone?

No. It needs a computer.

Can I use mcp-server-qdrant commercially?

The licence is Apache-2.0, which permits commercial use. Conditions such as keeping the copyright notice still apply, so read the licence text before shipping it inside something.

How it compares

The conditions that decide whether you can actually use it, side by side.

Tool	Command line	API key	Sends data out	Phone	Commercial use
mcp-server-qdrant (this page)	Required	Not needed	Yes	No	Yes
EverOS	Required	Not needed	No	No	Yes
basic-memory	Required	Not needed	Yes	No	Yes
MCP Servers	Required	Not needed	Yes	No	Yes

"Sends data out" means your input is uploaded to someone's server. Pick "No" when the material cannot leave your organisation.