# Superlinked

**Canonical:** https://apis.io/providers/superlinked/  
**APIs profiled:** 5

Superlinked is an open-source Python framework for building vector-compute pipelines that encode structured and unstructured data into multi-modal embeddings for retrieval, recommendations, RAG, and analytics. When deployed via the Superlinked Server, the framework auto-generates a REST API - ingestion and query endpoints derived directly from your schema, index, and query definitions - and connects to external vector databases. A managed Superlinked Cloud is available in early access.

## Kin Score — 31.1 / 100 (thin)

Scored 2026-08-25 under rubric 0.14.0. Trend: flat (+0.0 from 31.1).

| Facet | Score |
|---|---|
| Discoverability | 64.8 |
| Contract Quality | 47.4 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 31.6 |
| Developer Ergonomics | 14.3 |
| Commercial Clarity | 28.9 |
| Access Clarity | 28.9 |

## Agent readiness — 19.8 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | bearer |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| 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 |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |

## Access

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

## APIs (5)

- **Superlinked Framework (Python)** — The open-source Apache-2.0 Python framework (pip install superlinked) used to declare Schema, Space, Index, Query, Source, and Executor objects. The same definitions run in-memo...
- **Superlinked Cloud** — Managed, production-scale hosting of Superlinked-powered apps, available in early access via a sales-led demo. Runs the same schema-generated REST surface as the self-hosted Sup...
- **Superlinked Data Loader API** — Endpoints to trigger and monitor configured batch data loaders.
- **Superlinked Ingestion API** — Schema-generated endpoints that accept records and write embeddings to the connected vector database.
- **Superlinked Query API** — Schema-generated endpoints that run registered queries against the connected vector database.

## Agentic access (1)

- **Superlinked Agentic Access** — 4 operations · 3 acting

## Security (3)

- **Superlinked Authentication** — apiKey/http · 2 schemes
- **Superlinked Domain Security** — TLSv1.3 · HSTS · DNSSEC · DMARC
- **Superlinked Vulnerability Disclosure** — security.txt · contact published

## Plans (1)

- **Superlinked Plans Pricing**

## Tags

Vectors, Embeddings, Vector Search, Retrieval, Recommendations, RAG

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