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 3 more developer resources.

🌐 Visit website 📡 Source on GitHub
18.3/100 emerging ▬ flat Agent 3/100 human only Full breakdown ↓
scored 2026-08-05 · rubric v0.9.1
AccessFree
6 APIs
AI FrameworkVector SearchRAGLLMsMLOpsOpen SourceAI Agents

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-05 · rubric v0.9.1
Composite quality — 18.3/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 1.7 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 0.0 / 12
Discoverability 7.4 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. 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. Want it done for you? Prioritized profiling — $2,500 →

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.

Superduperdb Plans Pricing

1 plans

PLANS

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.

Superduperdb Finops

FINOPS

Security Posture 1

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

Superduperdb Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Documentation 1

Reference material describing how the API behaves

Documentation
Documentation

Build 1

SDKs, sample code, and the tooling you integrate with

GitHub
GitHub

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Slack
Slack

Company 1

The organization behind the API

Website
Website

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.
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
created: '2026-05-23'
modified: '2026-05-23'
specificationVersion: '0.19'
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
  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: 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