# indieml-app

**Canonical:** https://apis.io/providers/indieml-app/  
**Website:** https://indieml.app/  
**APIs profiled:** 1

IndieML provides the Substance API, a high‑speed, transformer‑based service that evaluates digital text for substance, depth, and clarity in under 25 ms. Designed for high‑volume pipelines, it filters content without semantic bias, offering free and paid plans, SDKs for Python and Node.js, and integrations with LangChain, Salesforce, and Zendesk. The API runs on an asynchronous FastAPI backend with INT8‑quantized ONNX models, ensuring low latency and privacy by never storing user text.

## Kin Score — 48.9 / 100 (developing)

Scored 2026-10-31 under rubric 0.25.0.

| Facet | Score |
|---|---|
| Discoverability | 57.1 |
| Contract Quality | 54.0 |
| Contract Governance | 79.1 |
| Operational Transparency | 5.3 |
| Developer Ergonomics | 51.7 |
| Access Clarity | 38.9 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 24.5 (matched via fallback).

## Agent readiness — 37.9 (agent-ready)

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

## APIs (2)

- **indieml-app Keys API** — The Keys API from indieml-app — 1 operation(s) for keys.
- **indieml-app Score API** — The Score API from indieml-app — 3 operation(s) for score.

## Agentic access (1)

- **Indieml App Agentic Access** — 4 operations · 4 acting

## Security (2)

- **Indieml App Authentication** — 1 scheme
- **Indieml App Domain Security** — TLSv1.3 · DMARC

## Plans (1)

- **Indieml App Plans Pricing**

## Tags

AI, NLP, Text-Analysis, Machine-Learning, API

---

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