How do I install the Qdrant API skill?

Run npx skillmds@latest add lap-platform/qdrant-api in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the Qdrant API skill do?

Qdrant API skill. Use when working with Qdrant for collections, root, telemetry. Covers 73 endpoints. It is listed under Integrations & APIs on SkillMD.

Is Qdrant API safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: CAUTION, Skill Scanner: PASS. Capability flags: makes network calls, reads secrets. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Qdrant API?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Qdrant API free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Qdrant API?

Lap-Platform (@lap-platform) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Qdrant API by lap-platform — Agent Skill

Name: Qdrant API
Rating: 4.2 (5 reviews)
Author: Lap-Platform

Qdrant API

API version: master

Auth

ApiKey api-key in header | Bearer bearer

Base URL

http://localhost:6333

Setup

Set Authorization header with your Bearer token
GET / -- verify access
POST /collections/{collection_name}/shards/delete -- create first delete

Endpoints

73 endpoints across 11 groups. See references/api-spec.lap for full details.

collections

Method	Path	Description
PUT	/collections/{collection_name}/shards	Create shard key
GET	/collections/{collection_name}/shards	List shard keys
POST	/collections/{collection_name}/shards/delete	Delete shard key
GET	/collections	List collections
GET	/collections/{collection_name}	Collection info
PUT	/collections/{collection_name}	Create collection
PATCH	/collections/{collection_name}	Update collection parameters
DELETE	/collections/{collection_name}	Delete collection
POST	/collections/aliases	Update aliases of the collections
PUT	/collections/{collection_name}/index	Create index for field in collection
GET	/collections/{collection_name}/exists	Check the existence of a collection
DELETE	/collections/{collection_name}/index/{field_name}	Delete index for field in collection
GET	/collections/{collection_name}/cluster	Collection cluster info
POST	/collections/{collection_name}/cluster	Update collection cluster setup
GET	/collections/{collection_name}/optimizations	Get optimization progress
GET	/collections/{collection_name}/aliases	List aliases for collection
POST	/collections/{collection_name}/snapshots/upload	Recover from an uploaded snapshot
PUT	/collections/{collection_name}/snapshots/recover	Recover from a snapshot
GET	/collections/{collection_name}/snapshots	List collection snapshots
POST	/collections/{collection_name}/snapshots	Create collection snapshot
DELETE	/collections/{collection_name}/snapshots/{snapshot_name}	Delete collection snapshot
GET	/collections/{collection_name}/snapshots/{snapshot_name}	Download collection snapshot
GET	/collections/{collection_name}/shards/{shard_id}/snapshot	Download shard snapshot
POST	/collections/{collection_name}/shards/{shard_id}/snapshots/upload	Recover shard from an uploaded snapshot
PUT	/collections/{collection_name}/shards/{shard_id}/snapshots/recover	Recover from a snapshot
GET	/collections/{collection_name}/shards/{shard_id}/snapshots	List shards snapshots for a collection
POST	/collections/{collection_name}/shards/{shard_id}/snapshots	Create shard snapshot
DELETE	/collections/{collection_name}/shards/{shard_id}/snapshots/{snapshot_name}	Delete shard snapshot
GET	/collections/{collection_name}/shards/{shard_id}/snapshots/{snapshot_name}	Download collection snapshot
GET	/collections/{collection_name}/points/{id}	Get point
POST	/collections/{collection_name}/points	Get points
PUT	/collections/{collection_name}/points	Upsert points
POST	/collections/{collection_name}/points/delete	Delete points
PUT	/collections/{collection_name}/points/vectors	Update vectors
POST	/collections/{collection_name}/points/vectors/delete	Delete vectors
POST	/collections/{collection_name}/points/payload	Set payload
PUT	/collections/{collection_name}/points/payload	Overwrite payload
POST	/collections/{collection_name}/points/payload/delete	Delete payload
POST	/collections/{collection_name}/points/payload/clear	Clear payload
POST	/collections/{collection_name}/points/batch	Batch update points
POST	/collections/{collection_name}/points/scroll	Scroll points
POST	/collections/{collection_name}/points/search	Search points
POST	/collections/{collection_name}/points/search/batch	Search batch points
POST	/collections/{collection_name}/points/search/groups	Search point groups
POST	/collections/{collection_name}/points/recommend	Recommend points
POST	/collections/{collection_name}/points/recommend/batch	Recommend batch points
POST	/collections/{collection_name}/points/recommend/groups	Recommend point groups
POST	/collections/{collection_name}/points/discover	Discover points
POST	/collections/{collection_name}/points/discover/batch	Discover batch points
POST	/collections/{collection_name}/points/count	Count points
POST	/collections/{collection_name}/facet	Facet a payload key with a given filter.
POST	/collections/{collection_name}/points/query	Query points
POST	/collections/{collection_name}/points/query/batch	Query points in batch
POST	/collections/{collection_name}/points/query/groups	Query points, grouped by a given payload field
POST	/collections/{collection_name}/points/search/matrix/pairs	Search points matrix distance pairs
POST	/collections/{collection_name}/points/search/matrix/offsets	Search points matrix distance offsets

root

Method	Path	Description
GET	/	Returns information about the running Qdrant instance

telemetry

Method	Path	Description
GET	/telemetry	Collect telemetry data

metrics

Method	Path	Description
GET	/metrics	Collect Prometheus metrics data

healthz

Method	Path	Description
GET	/healthz	Kubernetes healthz endpoint

livez

Method	Path	Description
GET	/livez	Kubernetes livez endpoint

readyz

Method	Path	Description
GET	/readyz	Kubernetes readyz endpoint

issues

Method	Path	Description
GET	/issues	Get issues
DELETE	/issues	Clear issues

cluster

Method	Path	Description
GET	/cluster	Get cluster status info
GET	/cluster/telemetry	Collect cluster telemetry data
POST	/cluster/recover	Tries to recover current peer Raft state.
DELETE	/cluster/peer/{peer_id}	Remove peer from the cluster

aliases

Method	Path	Description
GET	/aliases	List collections aliases

snapshots

Method	Path	Description
GET	/snapshots	List of storage snapshots
POST	/snapshots	Create storage snapshot
DELETE	/snapshots/{snapshot_name}	Delete storage snapshot
GET	/snapshots/{snapshot_name}	Download storage snapshot

Common Questions

Match user requests to endpoints in references/api-spec.lap. Key patterns:

"List all shards?" -> GET /collections/{collection_name}/shards
"Create a delete?" -> POST /collections/{collection_name}/shards/delete
"List all telemetry?" -> GET /telemetry
"List all metrics?" -> GET /metrics
"List all healthz?" -> GET /healthz
"List all livez?" -> GET /livez
"List all readyz?" -> GET /readyz
"List all issues?" -> GET /issues
"List all cluster?" -> GET /cluster
"List all telemetry?" -> GET /cluster/telemetry
"Create a recover?" -> POST /cluster/recover
"Delete a peer?" -> DELETE /cluster/peer/{peer_id}
"List all collections?" -> GET /collections
"Get collection details?" -> GET /collections/{collection_name}
"Update a collection?" -> PUT /collections/{collection_name}
"Partially update a collection?" -> PATCH /collections/{collection_name}
"Delete a collection?" -> DELETE /collections/{collection_name}
"Create a aliase?" -> POST /collections/aliases
"List all exists?" -> GET /collections/{collection_name}/exists
"Delete a index?" -> DELETE /collections/{collection_name}/index/{field_name}
"List all cluster?" -> GET /collections/{collection_name}/cluster
"Create a cluster?" -> POST /collections/{collection_name}/cluster
"List all optimizations?" -> GET /collections/{collection_name}/optimizations
"List all aliases?" -> GET /collections/{collection_name}/aliases
"List all aliases?" -> GET /aliases
"Create a upload?" -> POST /collections/{collection_name}/snapshots/upload
"List all snapshots?" -> GET /collections/{collection_name}/snapshots
"Create a snapshot?" -> POST /collections/{collection_name}/snapshots
"Delete a snapshot?" -> DELETE /collections/{collection_name}/snapshots/{snapshot_name}
"Get snapshot details?" -> GET /collections/{collection_name}/snapshots/{snapshot_name}
"List all snapshots?" -> GET /snapshots
"Create a snapshot?" -> POST /snapshots
"Delete a snapshot?" -> DELETE /snapshots/{snapshot_name}
"Get snapshot details?" -> GET /snapshots/{snapshot_name}
"List all snapshot?" -> GET /collections/{collection_name}/shards/{shard_id}/snapshot
"Create a upload?" -> POST /collections/{collection_name}/shards/{shard_id}/snapshots/upload
"List all snapshots?" -> GET /collections/{collection_name}/shards/{shard_id}/snapshots
"Create a snapshot?" -> POST /collections/{collection_name}/shards/{shard_id}/snapshots
"Delete a snapshot?" -> DELETE /collections/{collection_name}/shards/{shard_id}/snapshots/{snapshot_name}
"Get snapshot details?" -> GET /collections/{collection_name}/shards/{shard_id}/snapshots/{snapshot_name}
"Get point details?" -> GET /collections/{collection_name}/points/{id}
"Create a point?" -> POST /collections/{collection_name}/points
"Create a delete?" -> POST /collections/{collection_name}/points/delete
"Create a delete?" -> POST /collections/{collection_name}/points/vectors/delete
"Create a payload?" -> POST /collections/{collection_name}/points/payload
"Create a delete?" -> POST /collections/{collection_name}/points/payload/delete
"Create a clear?" -> POST /collections/{collection_name}/points/payload/clear
"Create a batch?" -> POST /collections/{collection_name}/points/batch
"Create a scroll?" -> POST /collections/{collection_name}/points/scroll
"Create a search?" -> POST /collections/{collection_name}/points/search
"Create a batch?" -> POST /collections/{collection_name}/points/search/batch
"Create a group?" -> POST /collections/{collection_name}/points/search/groups
"Create a recommend?" -> POST /collections/{collection_name}/points/recommend
"Create a batch?" -> POST /collections/{collection_name}/points/recommend/batch
"Create a group?" -> POST /collections/{collection_name}/points/recommend/groups
"Create a discover?" -> POST /collections/{collection_name}/points/discover
"Create a batch?" -> POST /collections/{collection_name}/points/discover/batch
"Create a count?" -> POST /collections/{collection_name}/points/count
"Create a facet?" -> POST /collections/{collection_name}/facet
"Create a query?" -> POST /collections/{collection_name}/points/query
"Create a batch?" -> POST /collections/{collection_name}/points/query/batch
"Create a group?" -> POST /collections/{collection_name}/points/query/groups
"Create a pair?" -> POST /collections/{collection_name}/points/search/matrix/pairs
"Create a offset?" -> POST /collections/{collection_name}/points/search/matrix/offsets
"How to authenticate?" -> See Auth section

Response Tips

Check response schemas in references/api-spec.lap for field details
List endpoints may support pagination; check for limit, offset, or cursor params
Create/update endpoints typically return the created/updated object

References

Full spec: See references/api-spec.lap for complete endpoint details, parameter tables, and response schemas

Generated from the official API spec by LAP

Qdrant API

File contents

Qdrant API

Auth

Base URL

Setup

Endpoints

collections

root

telemetry

metrics

healthz

livez

readyz

issues

cluster

aliases

snapshots

Common Questions

Response Tips

References

Frequently asked questions

Qdrant API

File contents

Qdrant API

Auth

Base URL

Setup

Endpoints

collections

root

telemetry

metrics

healthz

livez

readyz

issues

cluster

aliases

snapshots

Common Questions

Response Tips

References

Related skills

Frequently asked questions

How do I install the Qdrant API skill?

What does the Qdrant API skill do?

Is Qdrant API safe to use?

Which AI agents work with Qdrant API?

Is Qdrant API free to use?

Who published Qdrant API?