# Send OpenClaw Memory Qdrant to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "memory-qdrant",
    "name": "OpenClaw Memory Qdrant",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/zuiho-kai/memory-qdrant",
    "canonicalUrl": "https://clawhub.ai/zuiho-kai/memory-qdrant",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/memory-qdrant",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=memory-qdrant",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "CHANGELOG.md",
      "index.js",
      "openclaw.plugin.json",
      "package-lock.json",
      "package.json",
      "README.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "memory-qdrant",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-06T11:00:49.403Z",
      "expiresAt": "2026-05-13T11:00:49.403Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=memory-qdrant",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=memory-qdrant",
        "contentDisposition": "attachment; filename=\"memory-qdrant-1.0.10.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "memory-qdrant"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/memory-qdrant"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/memory-qdrant",
    "downloadUrl": "https://openagent3.xyz/downloads/memory-qdrant",
    "agentUrl": "https://openagent3.xyz/skills/memory-qdrant/agent",
    "manifestUrl": "https://openagent3.xyz/skills/memory-qdrant/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/memory-qdrant/agent.md"
  }
}
```
## Documentation

### memory-qdrant

Use when you need your OpenClaw agent to remember and recall information across conversations using semantic search.

Local semantic memory plugin powered by Qdrant vector database and Transformers.js embeddings. Zero configuration, fully local, no API keys required.

### Features

Semantic search with local Transformers.js embeddings
In-memory mode (zero config) or persistent Qdrant storage
Optional auto-capture of conversation context (opt-in, disabled by default)
Context-aware memory recall
Fully local, no API keys or external services required

### Installation

clawhub install memory-qdrant

First-time setup: This plugin downloads a 25MB embedding model from Hugging Face on first run and may require build tools for native dependencies (sharp, onnxruntime). See README for detailed installation requirements.

### Configuration

Enable in your OpenClaw config:

{
  "plugins": {
    "memory-qdrant": {
      "enabled": true
    }
  }
}

Options:

autoCapture (default: false) - Auto-record conversations. Note: trigger patterns include email/phone regex, so enabling this may capture PII.
autoRecall (default: true) - Auto-inject relevant memories
qdrantUrl (optional) - External Qdrant server (leave empty for in-memory)

### Usage

Three tools available:

memory_store - Save information

memory_store({
  text: "User prefers Opus for complex tasks",
  category: "preference"
})

memory_search - Find relevant memories

memory_search({
  query: "workflow preferences",
  limit: 5
})

memory_forget - Delete memories

memory_forget({ memoryId: "uuid" })
// or
memory_forget({ query: "text to forget" })

### Privacy & Security

In-memory mode (default): Data cleared on restart
Qdrant mode: Data sent to configured server (use trusted servers only)
Network: Downloads ~25MB model from Hugging Face on first run
autoCapture: Disabled by default for privacy. Trigger patterns match emails and phone-like numbers, so enabling autoCapture can capture PII.

### Technical Details

Vector DB: Qdrant (in-memory or external)
Embeddings: Xenova/all-MiniLM-L6-v2 (local)
Module: ES6 with factory function pattern

### Links

GitHub: https://github.com/zuiho-kai/openclaw-memory-qdrant
Issues: https://github.com/zuiho-kai/openclaw-memory-qdrant/issues
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: zuiho-kai
- Version: 1.0.10
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-06T11:00:49.403Z
- Expires at: 2026-05-13T11:00:49.403Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/memory-qdrant)
- [Send to Agent page](https://openagent3.xyz/skills/memory-qdrant/agent)
- [JSON manifest](https://openagent3.xyz/skills/memory-qdrant/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/memory-qdrant/agent.md)
- [Download page](https://openagent3.xyz/downloads/memory-qdrant)