# Outlier

**Canonical:** https://apis.io/providers/outlier/  
**Website:** https://www.outlier.org  
**APIs profiled:** 1

Outlier is a consumer online-education company that delivers college-level, for-credit courses (Calculus, Psychology, Financial Accounting, Computer Science, Astronomy, Business, and Professional Communication) to high-school and independent learners through dual-enrollment partnerships, offering transferable credit from an accredited university. Outlier was surfaced as a portfolio company of GV (Google Ventures). Its public storefront at www.outlier.org runs on Shopify and exposes a real agent-commerce surface: an llms.txt / agents.md instruction file, a Universal Commerce Protocol (UCP) merchant profile at /.well-known/ucp, a hosted UCP shopping MCP endpoint at /api/ucp/mcp, and Shopify Customer Account OpenID Connect discovery at /.well-known/openid-configuration. This profile was enriched from those publicly served surfaces; there is no first-party developer/API program.

## Kin Score — 22.7 / 100 (emerging)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+1.1 from 21.6).

| Facet | Score |
|---|---|
| Discoverability | 87.0 |
| Contract Quality | 0.0 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 21.4 |
| Commercial Clarity | 27.6 |
| Access Clarity | 27.6 |

Regulatory layer — **Education & Research**: 55.6 (matched via tags).

## Agent readiness — 18.8 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | verified |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| 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 (1)

- **Outlier UCP Agent Commerce (MCP)** — Shopify-native Universal Commerce Protocol (UCP) shopping surface for the Outlier storefront. Agents discover capabilities at /.well-known/ucp and transact via the hosted MCP en...

## MCP servers (1)

- **Outlier MCP Server**

## Security (2)

- **Outlier Authentication** — openIdConnect/oauth2 · 1 scheme
- **Outlier Domain Security** — TLSv1.3 · HSTS

## Tags

Company, Consumer, Education, Online Learning, Dual Enrollment, E-Commerce, Shopify, Agent Commerce, MCP

---

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