# Discovery Loop

**Canonical:** https://apis.io/providers/discovery-loop/  
**Website:** https://www.discoveryloop.com/  
**APIs profiled:** 1

Discovery Loop builds AI-powered systems that automate the experimental loops of science and engineering, enabling continuous exploration and rapid iteration of research. By leveraging frontier AI models and large-scale compute, the platform proposes, runs, and learns from experiments, accelerating scientific discovery across domains.

## Kin Score — 9.6 / 100 (minimal)

Scored 2026-10-31 under rubric 0.25.0.

| Facet | Score |
|---|---|
| Discoverability | 57.1 |
| Contract Quality | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 0.0 |
| Access Clarity | 21.1 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 12.7 (matched via fallback).

## Agent readiness — 0.0 (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 | no |
| 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 |
| Pagination Ratio | na |
| Operation Distinctiveness | na |

## APIs (1)

- **Discovery Loop API** — API for Discovery Loop platform providing endpoints to manage experiments and retrieve results.

## Security (1)

- **Discovery Loop Domain Security** — TLSv1.3 · DMARC

## Tags

Company, AI, Science, Automation, Research

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