# Superduper

**Canonical:** https://apis.io/providers/superduperdb/  
**Website:** https://superduper.io/  
**APIs profiled:** 6

Superduper (formerly SuperDuperDB) is an open-source Python framework for building database-integrated AI agents and applications directly on top of existing databases - MongoDB, SQL databases, Snowflake, and Redis - without separate vector stores or ETL. It supports semantic / vector search, RAG, transformer and PyTorch model integration, LLM serving, and distributed ML workflows. The commercial side, Superduper Agents, is an enterprise AI agent orchestration platform for BI and data operations, distributed via the Snowflake Marketplace and self-hosted enterprise installs.

## Kin Score — 19.5 / 100 (emerging)

Scored 2026-08-25 under rubric 0.14.0. Trend: flat (+0.0 from 19.5).

| Facet | Score |
|---|---|
| Discoverability | 74.1 |
| Contract Quality | 0.0 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 26.3 |
| Developer Ergonomics | 14.3 |
| Commercial Clarity | 28.9 |
| Access Clarity | 28.9 |

## Agent readiness — 2.5 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | no |
| 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

Free — onboarding: unknown, pricing: free, trial: no (confidence: medium).

## APIs (6)

- **Superduper Framework** — Open-source Python framework (superduper-framework) for declaring AI models, embeddings, vector indexes, RAG pipelines, and listeners directly on top of an existing database. Ap...
- **Superduper MongoDB Plugin** — Database backend plugin (superduper-mongodb) that turns a MongoDB cluster into a Superduper-managed AI datastore with vector search and model listeners.
- **Superduper SQL Plugin** — Database backend plugin (superduper-sql) for SQL databases - PostgreSQL, MySQL, SQLite, DuckDB, and other SQLAlchemy-supported engines.
- **Superduper Snowflake Plugin** — Database backend plugin (superduper-snowflake) that runs Superduper against a Snowflake account, including the Snowflake Marketplace distribution path for Superduper Agents.
- **Superduper Redis Plugin** — Database backend plugin (superduper-redis) for Redis-backed Superduper deployments.
- **Superduper Agents** — Commercial enterprise AI agent orchestration product for BI and data operations. Connects to 40+ databases, data warehouses, and business tools - PostgreSQL, MongoDB, Snowflake,...

## Security (1)

- **Superduperdb Domain Security** — TLSv1.3 · HSTS · DMARC

## Plans (1)

- **Superduperdb Plans Pricing**

## Tags

AI Framework, Vector Search, RAG, LLMs, MLOps, Open-Source, AI Agents

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