qdrant SKILL.md skillA
qdrant from bug-ops/zeph is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add bug-ops/zeph/qdrant@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- bug-ops/zeph
- Path
.zeph/skills/qdrant/SKILL.md- Versions recorded
- 3
- Latest version
- v1.0, committed Mar 30, 2026
- First version recorded
- Mar 21, 2026
- Size
- 12,574 bytes
- Repository stars
- 66
- License
- MIT
Manage Qdrant vector database via REST API. Use when the user asks to create or delete collections, upsert or search vectors, inspect points, filter by payload fields, manage snapshots, check cluster status, or debug semantic search issues. Covers collection CRUD, point upsert/search/scroll/count, payload indexes, filtering (must/should/must_not), recommend, discover, snapshots, aliases, and cluster operations.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Qdrant Vector Database
Base URL: `http://localhost:6333` (default). Override with `QDRANT_URL` env var.
All examples use curl. Replace `localhost:6333` with the actual Qdrant endpoint.
## Quick Reference
| Task | Endpoint |
|------|----------|
| List collections | `GET /collections` |
| Create collection | `PUT /collections/{name}` |
| Delete collection | `DELETE /collections/{name}` |
| Collection info | `GET /collections/{name}` |
| Upsert points | `PUT /collections/{name}/points` |
| Search | `POST /collections/{name}/points/search` |
| Scroll (paginate) | `POST /collections/{name}/points/scroll` |
| Get point | `GET /collections/{name}/points/{id}` |
| Delete points | `POST /collections/{name}/points/delete` |
| Count points | `POST /collections/{name}/points/count` |
| Health check | `GET /healthz` |
## Collections
### List all collections
```bash
curl -s http://localhost:6333/collections | jq
```
### Create collection
```bash
curl -s -X PUT http://localhost:6333/collections/my_collection \
-H "Content-Type: application/json" \
-d '{
"vectors": {
"size": 384,
"distance": "Cosine"
}
}' | jq
```
…Read the whole file at its exact version.
How to install
mdr add bug-ops/zeph/qdrant@sha256:97088b67bff5db92The line at the top of this page pins the label v1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_kk46kczgvti73pql)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 21, 2026 and Mar 30, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0 latest | 2026-03-30 | c68c5de | 12,574 B | A | view · diff |
| v1.0 | 2026-03-21 | f1a698c | 12,559 B | A | view · diff |
| v1.0 | 2026-03-21 | a3fbaa5 | 12,560 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12574 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
bug-ops/zeph · 66 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kk46kczgvti73pql GET https://markdownregistry.com/api/v1/resolve?ref=bug-ops/zeph/qdrant GET https://markdownregistry.com/api/v1/blob/97088b67bff5db92001ca9834478317a7b67d05082991a803ce5fcba019429af
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.