# Auralogs

**Canonical:** https://apis.io/providers/auralogs-ai/  
**Website:** https://auralogs.ai/  
**APIs profiled:** 1

Auralogs provides production logging for AI agents, offering read‑only access to structured logs via its MCP API. Teams can query logs, search metadata, and integrate with AI tools like Claude, Cursor, and Codex. The platform includes SDKs for multiple languages, optional GitHub integration, and features for error investigation, incident analysis, and automated PR generation. Auralogs aims to streamline AI‑assisted debugging and improve incident response with searchable, contextual log data.

## Kin Score — 22.2 / 100 (emerging)

Scored 2026-11-06 under rubric 0.27.0. Trend: falling (-8.5 from 30.7).

| Facet | Score |
|---|---|
| Discoverability | 57.1 |
| Contract Quality | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 2.6 |
| Developer Ergonomics | 27.4 |
| Access Clarity | 53.9 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 14.5 (matched via fallback).

## Agent readiness — 2.5 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | bearer |
| 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 |
| MCP Tool Quality | na |

## Access

Freemium · Self-serve signup — onboarding: self-serve, pricing: freemium, trial: no (confidence: medium).

## APIs (1)

- **Auralogs API** — Read‑only logging API for AI agents, documented at the developer portal.

## Security (2)

- **Auralogs Ai Authentication** — 2 schemes
- **Auralogs Ai Domain Security** — TLSv1.3 · DMARC

## Plans (1)

- **Auralogs Ai Plans Pricing**

## Tags

Logging, Artificial Intelligence, Monitoring, SDK, Production

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