# Mentlio

**Canonical:** https://apis.io/providers/mentlio/  
**Website:** https://mentlio.com/  
**APIs profiled:** 1

Mentlio provides engineering intelligence and token optimization for AI workloads. Their platform measures AI usage locally, reduces token waste, and keeps prompts and source code on-device. By offering detailed insights into AI costs, performance, and ROI, Mentlio helps teams understand and control AI spend, improve efficiency, and ensure data privacy. The service includes research, documentation, and integrations, targeting enterprises seeking to optimize AI adoption and reduce operational expenses.

## Kin Score — 25.0 / 100 (emerging)

Scored 2026-10-23 under rubric 0.25.0.

| Facet | Score |
|---|---|
| Discoverability | 57.1 |
| Contract Quality | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 21.1 |
| Developer Ergonomics | 35.7 |
| Access Clarity | 44.7 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 18.2 (matched via fallback).

## Agent readiness — 2.9 (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 | yes |
| 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)

- **Mentlio API** — Mentlio API provides endpoints for engineering intelligence and token optimization.

## Security (2)

- **Mentlio Domain Security** — TLSv1.3 · HSTS · DMARC
- **Mentlio Vulnerability Disclosure** — security.txt · contact published

## Tags

Company, Artificial Intelligence, Engineering Intelligence, Token Optimization, Enterprise

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