Home › Skills › OpenClaw Memory Qdrant
Research & Knowledge

OpenClaw Memory Qdrant

⬇ 9.2K downloads ★ 13 stars Version 1.0.10 Rank #535 of 10,000+
↓ Download .zip (1.0.10) Open in browser → View on ClawHub →

What this skill does

Local semantic memory with Qdrant and Transformers.js. Store, search, and recall conversation context using vector embeddings (fully local, no API keys).

OpenClaw Memory Qdrant is part of the Research & Knowledge category — research and knowledge skills that gather, search, and summarize information. You can install it on its own or alongside other research & knowledge skills from the OpenClaw catalog.

OpenClaw Memory Qdrant is ranked #535 by downloads in the OpenClaw skill catalog (9.2K total downloads, 13 stars). It belongs to the Research & Knowledge category alongside 1935 other top-10000 skills.

How to install OpenClaw Memory Qdrant

The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:

  1. Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
  2. Open the in-app Skills panel.
  3. Search for memory-qdrant and click Install.
  4. The skill activates automatically when an incoming message matches its description.

Install from the command line

If you already run the OpenClaw CLI, add OpenClaw Memory Qdrant with a single command:

openclaw skills add memory-qdrant

This pulls memory-qdrant from ClawHub and installs it into ~/.openclaw/skills/memory-qdrant/. Restart the OpenClaw gateway afterwards so the new skill is discovered.

How to use OpenClaw Memory Qdrant

Once installed, OpenClaw Memory Qdrant activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.

Manual install (advanced)

If you prefer manual installation:

  1. Click the Download .zip button above to grab memory-qdrant-1.0.10.zip directly from our S3 mirror.
  2. Unzip into ~/.openclaw/skills/memory-qdrant/ (create the directory if it does not exist).
  3. Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.

Frequently asked questions

How do I install OpenClaw Memory Qdrant?

Install OpenClaw Memory Qdrant in the OpenClaw Easy desktop app by opening the Skills panel, searching for memory-qdrant, and clicking Install. From a terminal you can run: openclaw skills add memory-qdrant. Either way the skill is placed in ~/.openclaw/skills/memory-qdrant/.

Is OpenClaw Memory Qdrant free?

Yes. OpenClaw Memory Qdrant is free and open-source, distributed under the Apache-2.0 license through ClawHub. No account or payment is required to download or run it.

What does OpenClaw Memory Qdrant do?

Local semantic memory with Qdrant and Transformers.js. Store, search, and recall conversation context using vector embeddings (fully local, no API keys).

Related: more research & knowledge skills

If OpenClaw Memory Qdrant looks useful, you may also want to check out other research & knowledge skills in the OpenClaw catalog:

Browse the full OpenClaw skill catalog

This page covers just one skill. The OpenClaw skill hub has 10,000+ more — search, sort by downloads or stars, and install any of them in one click. There is also a curated awesome-openclaw-skills list grouped by use case.

Get OpenClaw Easy — Free

Install OpenClaw Memory Qdrant and 10,000+ other OpenClaw skills in one click. Free, open-source, runs locally on macOS & Windows.

Download for macOS & Windows

Free, open-source · Apache-2.0 · Works with Claude, ChatGPT, Gemini, or local Ollama models