Superduper website screenshot

Superduper

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.

Superduper publishes 6 APIs on the APIs.io network. Tagged areas include AI Framework, Vector Search, RAG, LLMs, and MLOps.

Superduper’s developer surface includes documentation, GitHub presence, and 8 more developer resources.

25.9/100 emerging ▬ flat Agent 3/100 human only self hosted · Apache-2.0 Full breakdown ↓
scored 2026-09-14 · rubric v0.22.0
AccessFree
6 APIs
AI FrameworkVector SearchRAGLLMsMLOpsOpen-SourceAI Agents

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Open Source Surface applies to this provider. This product is open source and we read its repository directly, so Open Source Surface carries 10 points of the composite. It is scored from what the repository actually publishes — a security policy, a contribution guide, a release history, a code of conduct — read live from the provider rather than inferred from our own catalog pointers. This facet adds; nothing was taken away to make room for it. An open-source project is not excused from the commercial facets, because exemption would strip it of the points it does earn. If we have the wrong repository, or this product is not open source, say so on your provider repo and we will drop the facet rather than have you publish against it.
Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.
The six quality facets above are damped to 90 points between them, because the conditional facet above carries the other 10. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 90% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from github.com/api-evangelist/superduperdb: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 6

Individual APIs this provider publishes, each with its own machine-readable definition.

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,...

Pricing Plans 1

Published pricing tiers and plan structures.

Rate Limits 1

Documented rate limits and quota policies.

Superduperdb Rate Limits

2 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Superduperdb Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Documentation 2

Reference material describing how the API behaves

Build 2

SDKs, sample code, and the tooling you integrate with

Access & Security 1

Authentication, authorization, and security posture

Operate 3

Status, limits, changes, and where to get help

Commercial 1

Pricing, plans, and the legal terms of use

Company 1

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: superduperdb
url: https://raw.githubusercontent.com/api-evangelist/superduperdb/refs/heads/main/apis.yml
name: Superduper
kind: company
description: 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.
deliveryModel:
  model: self-hosted
  license: Apache-2.0
  open_source: true
  commercial: false
  callable_host: false
  label: Self-hosted open source · you run it yourself
  confidence: high
  source:
  - license
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: free
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Free
  confidence: medium
  source:
  - plans
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/superduperdb.png
tags:
- AI Framework
- Vector Search
- RAG
- LLMs
- MLOps
- Open-Source
- AI Agents
tags_raw:
- AI Framework
- Vector Search
- RAG
- LLMs
- MLOps
- Open Source
- AI Agents
created: '2026-05-23'
modified: '2026-05-23'
specificationVersion: '0.23'
apis:
- aid: superduperdb:framework
  name: Superduper Framework
  description: Open-source Python framework (superduper-framework) for declaring AI models, embeddings, vector indexes, RAG
    pipelines, and listeners directly on top of an existing database. Apache 2.0 licensed.
  humanURL: https://docs.superduper.io/
  baseURL: https://github.com/superduper-io/superduper
  tags:
  - Python
  - Framework
  - Open-Source
  tags_raw:
  - Python
  - Framework
  - Open Source
  properties:
  - type: Documentation
    url: https://docs.superduper.io/
  - type: Repository
    url: https://github.com/superduper-io/superduper
- aid: superduperdb:mongodb-plugin
  name: Superduper MongoDB Plugin
  description: Database backend plugin (superduper-mongodb) that turns a MongoDB cluster into a Superduper-managed AI datastore
    with vector search and model listeners.
  humanURL: https://docs.superduper.io/
  baseURL: https://github.com/superduper-io/superduper
  tags:
  - Plugin
  - MongoDB
  properties:
  - type: Documentation
    url: https://docs.superduper.io/
  - type: Repository
    url: https://github.com/superduper-io/superduper
- aid: superduperdb:sql-plugin
  name: Superduper SQL Plugin
  description: Database backend plugin (superduper-sql) for SQL databases - PostgreSQL, MySQL, SQLite, DuckDB, and other SQLAlchemy-supported
    engines.
  humanURL: https://docs.superduper.io/
  baseURL: https://github.com/superduper-io/superduper
  tags:
  - Plugin
  - SQL
  - PostgreSQL
  properties:
  - type: Documentation
    url: https://docs.superduper.io/
  - type: Repository
    url: https://github.com/superduper-io/superduper
- aid: superduperdb:snowflake-plugin
  name: Superduper Snowflake Plugin
  description: Database backend plugin (superduper-snowflake) that runs Superduper against a Snowflake account, including
    the Snowflake Marketplace distribution path for Superduper Agents.
  humanURL: https://docs.superduper.io/
  baseURL: https://github.com/superduper-io/superduper
  tags:
  - Plugin
  - Snowflake
  properties:
  - type: Documentation
    url: https://docs.superduper.io/
  - type: Repository
    url: https://github.com/superduper-io/superduper
- aid: superduperdb:redis-plugin
  name: Superduper Redis Plugin
  description: Database backend plugin (superduper-redis) for Redis-backed Superduper deployments.
  humanURL: https://docs.superduper.io/
  baseURL: https://github.com/superduper-io/superduper
  tags:
  - Plugin
  - Redis
  properties:
  - type: Documentation
    url: https://docs.superduper.io/
  - type: Repository
    url: https://github.com/superduper-io/superduper
- aid: superduperdb:agents
  name: Superduper Agents
  description: Commercial enterprise AI agent orchestration product for BI and data operations. Connects to 40+ databases,
    data warehouses, and business tools - PostgreSQL, MongoDB, Snowflake, Salesforce, Slack, HubSpot, Jira - and is available
    as a free trial via the Snowflake Marketplace (GZTDZG4Y3T/superduper-io-superduperagents) or as a self-hosted enterprise
    install.
  humanURL: https://superduper.io/
  baseURL: https://superduper.io/
  tags:
  - AI Agents
  - Enterprise
  - BI
  properties:
  - type: Documentation
    url: https://docs.superduper.io/
  - type: Marketplace
    url: https://app.snowflake.com/marketplace/listing/GZTDZG4Y3T/superduper-io-superduperagents
common:
- type: IssueTracker
  url: https://github.com/superduper-io/superduper/issues
- type: Releases
  url: https://github.com/superduper-io/superduper/releases
- type: CodeOfConduct
  url: https://github.com/superduper-io/superduper/blob/main/CODE_OF_CONDUCT.md
- type: ContributionGuide
  url: https://github.com/superduper-io/superduper/blob/main/CONTRIBUTING.md
- type: License
  name: Apache-2.0
  url: https://github.com/superduper-io/superduper/blob/main/LICENSE
- type: DomainSecurity
  url: security/superduperdb-domain-security.yml
- type: Website
  url: https://superduper.io/
- type: Documentation
  url: https://docs.superduper.io/
- type: GitHub
  url: https://github.com/superduper-io
- type: Slack
  url: https://join.slack.com/t/superduper-public/shared_invite/zt-1yodhtx8y-KxzECued5QBtT6JFnsSNrQ
integrations:
- name: MongoDB
- name: PostgreSQL
- name: Snowflake
- name: Redis
- name: Salesforce
- name: Slack
- name: HubSpot
- name: Jira
- name: PyTorch
- name: Hugging Face
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

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