Autron

Autron is an AI‑driven agent for Amazon advertising that reads your Amazon Ads and seller data, identifies wasted spend, and makes automated changes you approve. It empowers small businesses to scale with optimized campaigns, transparent insights, and maximum ROI without manual management or high fees. Start free to let Autron automate your Amazon ad operations.

Autron publishes 1 API contract indexed on the APIs.io network. Tagged areas include Artificial Intelligence, Advertising, Amazon, Automation, and Software-as-a-Service.

The Autron catalog on APIs.io includes 1 Spectral governance ruleset.

Autron’s developer surface includes documentation, getting-started guide, support, engineering blog, pricing, and 21 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

22.9/100 emerging ▼ -8.8 Agent 29/100 agent ready Heartbeat 86/100 alive Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessOpen

1 published contract 1 MCP Servers 1 Agent Skills

Artificial Intelligence Advertising Amazon Automation Software-as-a-Service Marketing

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 22.9/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 4.3 / 17

Access Clarity 3.8 / 17

Operational Transparency 1.2 / 11

Contract Governance 2.2 / 10

Discoverability 5.5 / 9

Regulatory Posture 5.0 / 15

Agent readiness — 29/100 · agent ready

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 4 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks

4 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points
Access Clarity scores 22.4 — up to +15.5 composite points
Developer Ergonomics scores 25.5 — up to +14.9 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/autron-ai/apis.yml: open an issue on github.com/api-evangelist/autron-ai to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 3

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

OAuth 2.0 Protected Resource Metadata

measured — observed by APIs.io (verified)

Dynamic Client Registration

measured — observed by APIs.io (published)

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

Autron API

Autron API provides endpoints for managing Amazon advertising automation.

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

Autron MCP Server

Remote MCP server at agent.autron.ai requiring OAuth.

MCP SERVER

Agent Skills 1

Packaged agent skills for driving this provider's APIs from an AI assistant.

get-agent-iframe

AGENT SKILL

Autron API pricing

Pricing Plans 1

Published pricing tiers and plan structures.

Autron Ai Plans Pricing

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Autron Ai Rate Limits

0 limits

RATE LIMITS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Autron API Rules

28 rules · 18 errors 9 warnings 1 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Autron Ai Openapi Overlay

0 actions · update

UNRECORDED

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Autron Ai Authentication

0 schemes

SECURITY

Autron Ai Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Autron Ai Vulnerability Disclosure

security.txt · contact published

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Autron Ai Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Resources

Get Started 3

Portal, sign-up, and the first successful call

Login

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgentSkill

LLMsTxt

MCPServer

WellKnown

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Spectral

Vocabulary

Conformance

DataModel

ErrorCatalog

Access & Security 5

Authentication, authorization, and security posture

Security

Security

SecurityTxt

SecurityTxt

SecurityTxt

SecurityTxt

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: autron-ai
name: Autron
description: Autron is an AI‑driven agent for Amazon advertising that reads your Amazon Ads and seller data, identifies wasted
  spend, and makes automated changes you approve. It empowers small businesses to scale with optimized campaigns, transparent
  insights, and maximum ROI without manual management or high fees. Start free to let Autron automate your Amazon ad operations.
accessModel:
  pricing: unknown
  onboarding: open
  trial: false
  try_now: false
  public: true
  gated: none
  gated_source:
  - onboarding
  label: Open access
  confidence: low
  probe_state: gated
  source:
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://autron.ai/logo.svg
url: https://artifacts.apis.io/autron-ai/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-02 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-02'
modified: '2026-11-02'
tags:
- Artificial Intelligence
- Advertising
- Amazon
- Automation
- Software-as-a-Service
- Marketing
tags_raw:
- AI
- Advertising
- Amazon
- Automation
- SaaS
- Marketing
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/autron-ai-rules.yml
- type: Vocabulary
  url: vocabulary/autron-ai-vocabulary.yml
- type: Conformance
  url: conformance/autron-ai-conformance.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/autron-ai-data-model.yml
- type: Security
  url: security/autron-ai-vulnerability-disclosure.yml
- type: ErrorCatalog
  url: errors/autron-ai-problem-types.yml
- type: LLMsTxt
  url: llms/autron-ai-llms.txt
- type: MCPServer
  url: mcp/autron-ai-mcp.yml
- type: SecurityTxt
  url: well-known/autron-ai-security.txt
- type: SecurityTxt
  url: well-known/autron-ai-agent-security.txt
- type: WellKnown
  url: well-known/autron-ai-well-known.yml
- type: Hosts
  url: hosts/autron-ai-hosts.yml
- type: Vendors
  url: vendors/autron-ai-vendors.yml
- type: Login
  url: https://agent.autron.ai/login
- type: VulnerabilityDisclosure
  url: security/autron-ai-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/autron-ai-domain-security.yml
- type: Website
  url: https://autron.ai/
- type: DeveloperPortal
  url: https://autron.ai/mcp
- type: Documentation
  url: https://autron.ai/guides
- type: GettingStarted
  url: https://autron.ai/pricing
- type: Support
  url: https://autron.ai/help
- type: Blog
  url: https://autron.ai/blog
- type: Pricing
  url: https://autron.ai/pricing
- type: TermsOfService
  url: https://autron.ai/terms
- type: PrivacyPolicy
  url: https://autron.ai/privacy
apis:
- name: Autron API
  description: Autron API provides endpoints for managing Amazon advertising automation.
  humanURL: https://autron.ai/guides
  baseURL: https://api.autron.ai
  aid: autron-ai:autron-api
x-coverage:
  state: gated
  reason: partner-login
  method: derived
  generated: '2026-11-02'
  generator: derive-coverage.py (pre-flight evidence)
  detail: the company serves an API surface but requires credentials before any description of it can be read
  evidence:
  - url: https://api.autron.ai/swagger.json
    status: null
  - url: https://agent.autron.ai/api/mcp
    status: 401
  - url: https://autron.ai/
    status: 200
x-enrichment:
  date: '2026-11-02'
  status: enriched
  artifacts_added: 38
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

Autron API — frequently asked questions

Does Autron have an API?

Yes. APIs.io lists 1 API from Autron, including Autron API.

How do I authenticate with the Autron API?

Autron documents its authentication (0 schemes). The details are profiled on APIs.io as Autron Ai Authentication.

Does Autron have an MCP server?

Yes. APIs.io lists 1 MCP server for Autron: Remote MCP server at agent.autron.ai requiring OAuth.

Is the Autron API ready for AI agents?

Autron has a Kin Score of 22.9 out of 100 (emerging) and an Agent Readiness score of 28.9 (agent-ready), scored by API Evangelist on 2026-11-06.

Work with this as data

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MCP server

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get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

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