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imprint-memory-layer

imprint-memory-layer is an MCP server, listed under memory & vectors. It reaches qdrant. Its repository has 0 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-10-22.

Imprint-memory-layer self-installs and configures a Qdrant Embedded database as an MCP memory server, providing zero-configuration setup for Claude Code, Codex, Cursor, and other compatible services. It is compatible with any MCP-capable client.

Install

Read from imprint-memory-layer’s own README, close to verbatim -- not written by us, and not guessed.

curl -fsSL https://raw.githubusercontent.com/alexandruleca/imprint-memory-layer/main/install.sh | bash
View in imprint-memory-layer’s own README ↗

What it reaches, and what it needs

Reaches
qdrant
Credential
○ none found

What it connects to

Wraps
Qdrant
Supported in
Cursor, Claude Code

Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.

Maintenance

Stars
0
State
listed
Licence
Apache-2.0
From the repository

Self-installing MCP memory server using Qdrant Embedded DB. Zero-config setup for Claude Code, Codex, Cursor and more. Compatible with any MCP-capable client.

View on GitHub ↗2026-10-22

imprint-memory-layer compared with similar servers

imprint-memory-layer compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
imprint-memory-layer (this page)qdrantNone listed02026-05-27Apache-2.0
mcp-server-qdrantqdrant(1 shared)QDRANT_API_KEY1,5532026-09-04Apache-2.0
mem0-mcp-selfhostedgoogle, qdrant(1 shared)GOOGLE_API_KEY1112026-03-13MIT
skills-mcpqdrant, workers(1 shared)QDRANT_API_KEY, WORKERS_AI_API_TOKEN102026-05-29Apache-2.0
mcpdeckqdrant(1 shared)None listed22026-07-16MIT
mcp-knowledge-graph—None listed8862026-05-29MIT

Ranked by services in common with imprint-memory-layer, then by stars. Figures are from each repository when we last read it.

Common questions about imprint-memory-layer

What does imprint-memory-layer do?
Imprint-memory-layer self-installs and configures a Qdrant Embedded database as an MCP memory server, providing zero-configuration setup for Claude Code, Codex, Cursor, and other compatible services. It is compatible with any MCP-capable client.
How do I install imprint-memory-layer?
Its own README gives this command: curl -fsSL https://raw.githubusercontent.com/alexandruleca/imprint-memory-layer/main/install.sh | bash. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
What does imprint-memory-layer connect to, and what does it need?
It reaches qdrant.
Which AI clients can use imprint-memory-layer?
Its own description mentions Cursor and Claude Code. That is a mention in its description, not a test we ran.
Is imprint-memory-layer official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 0 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-05-27.
What licence does imprint-memory-layer use?
The repository declares the Apache-2.0 licence.

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