# AUTO411

**Canonical:** https://apis.io/providers/411specs-com/  
**Website:** https://411specs.com/  
**APIs profiled:** 1

AUTO411 delivers configuration‑aware vehicle intelligence for automotive businesses, offering MCP integrations that enable real‑time data, diagnostics, and fleet management. The platform provides APIs for vehicle data access, analytics, and integration with third‑party services, supporting developers to build automotive solutions.

## Kin Score — 5.8 / 100 (minimal)

Scored 2026-11-06 under rubric 0.27.0. Trend: flat (-1.8 from 7.6).

| Facet | Score |
|---|---|
| Discoverability | 53.3 |
| Contract Quality | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 2.4 |
| Access Clarity | 5.3 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 7.8 (matched via fallback).

## Agent readiness — 7.1 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | documented |
| 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 | verified |
| Dynamic Client Registration | no |
| Agentic Commerce | no |
| Pagination Ratio | na |
| Operation Distinctiveness | na |
| MCP Tool Quality | na |

## Access

Unknown — onboarding: unknown, pricing: unknown, trial: no (confidence: low).

## APIs (1)

- **AUTO411 MCP** — MCP integration for vehicle data, diagnostics and fleet management.

## MCP servers (1)

- **AUTO411 MCP Server** — Remote MCP server at mcp.411specs.com.

## Security (1)

- **411Specs Com Domain Security** — TLSv1.3

## Tags

Automotive, Vehicle Intelligence, MCP Integration, API Platform, AUTO411

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/411specs-com/). Scores are computed from the provider's own public artifacts under a published rubric.