# Qdrant

**Canonical:** https://apis.io/providers/qdrant/  
**Website:** https://qdrant.tech  
**APIs profiled:** 9

Qdrant is a vector similarity search engine that provides a production-ready service with a convenient API to store, search, and manage points (i.e. vectors) with an additional payload. You can think of the payloads as additional pieces of information that can help you hone in on your search and also receive useful information that you can give to your users.

## Kin Score — 36.9 / 100 (thin)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 36.9).

| Facet | Score |
|---|---|
| Discoverability | 63.0 |
| Contract Quality | 62.5 |
| Governance | 9.8 |
| Contract Governance | 9.8 |
| Operational Transparency | 10.5 |
| Developer Ergonomics | 35.7 |
| Commercial Clarity | 26.3 |
| Access Clarity | 26.3 |

## Agent readiness — 41.9 (agent-ready)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | verified |
| OpenAPI Examples | verified |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Freemium · Self-serve signup — onboarding: self-serve, pricing: freemium, trial: no (confidence: high).

## APIs (9)

- **Qdrant Aliases API** — Additional names for existing collections.
- **Qdrant Beta API** — Beta features, do not depend on these yet.
- **Qdrant Collections API** — Searchable collections of points.
- **Qdrant Distributed API** — Service distributed setup.
- **Qdrant Indexes API** — Indexes for payloads associated with points.
- **Qdrant Points API** — Float-point vectors with payload.
- **Qdrant Search API** — Find points in a collection.
- **Qdrant Service API** — Qdrant service utilities.
- **Qdrant Snapshots API** — Storage and collections snapshots.

## Agentic access (1)

- **Qdrant Agentic Access** — 73 operations · 48 acting

## Security (2)

- **Qdrant Authentication** — apiKey/http · 2 schemes
- **Qdrant Domain Security** — TLSv1.3 · HSTS · DMARC

## Plans (1)

- **Qdrant Plans Pricing**

## Tags

Artificial Intelligence, Vector Databases

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/qdrant/). Scores are computed from the provider's own public artifacts under a published rubric.