# Adaption Labs

**Canonical:** https://apis.io/providers/adaption-labs/  
**Website:** https://www.adaptionlabs.ai/  
**APIs profiled:** 2

Adaption Labs is a San Francisco AI research company, founded in 2025 by Sara Hooker and Sudip Roy (both formerly of Cohere), building adaptive AI systems that continuously learn from real-world interaction instead of scaling through ever-larger pretraining runs. Its Adaptive Data platform and the REST Adaption API let teams ingest, adapt, evaluate, and export model-ready training data, while AutoScientist automates the research loop behind model training and alignment. The Adaption API is available through a web app and an official Python SDK (pip install adaption). Backed by a $50M seed round led by Emergence Capital, with Threshold Ventures, Mozilla Ventures, Fifty Years, and others.

## Kin Score — 36.5 / 100 (thin)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 36.5).

| Facet | Score |
|---|---|
| Discoverability | 75.9 |
| Contract Quality | 13.9 |
| Governance | 30.3 |
| Contract Governance | 30.3 |
| Operational Transparency | 15.8 |
| Developer Ergonomics | 56.5 |
| Commercial Clarity | 42.1 |
| Access Clarity | 42.1 |

## Agent readiness — 30.6 (agent-aware)

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

## Access

Self-serve signup — onboarding: self-serve, pricing: unknown, trial: no (confidence: medium).

## APIs (2)

- **Adaption Labs Datasets API** — Create, ingest, adapt, evaluate, and export datasets.
- **Adaption Labs Upload API** — Presigned file-upload lifecycle for local-file ingestion.

## MCP servers (1)

- **Adaption Labs MCP Server**

## Agentic access (1)

- **Adaption Labs Agentic Access** — 11 operations · 6 acting

## Security (2)

- **Adaption Labs Authentication** — 1 scheme
- **Adaption Labs Domain Security** — TLSv1.3 · HSTS · DMARC

## Tags

Company, Artificial Intelligence, Machine-Learning, Training Data, Datasets, LLM, Adaptive Data, SDK

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