Editmamei

Editmamei provides AI‑powered photo editing tools that let users apply real‑world editing software like Photoshop or GIMP to images generated by AI. Their desktop MCP server integrates with AI apps such as Claude Desktop, Claude Code and Cursor, while the Connect service offers a hosted connector for AI platforms like Claude and ChatGPT, with free credits and paid plans for higher usage. The platform emphasizes preserving edit layers and masks, enabling ongoing refinement of AI‑created images.

Editmamei is listed with 1 API on the APIs.io network. Tagged areas include Artificial Intelligence, Photo Editing, Desktop Application, Hosted Service, and MCP.

Editmamei’s developer surface includes documentation, pricing, engineering blog, GitHub presence, and 13 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

21.7/100 emerging Agent 22/100 agent aware Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

AccessFreemium

1 API

Artificial Intelligence Photo Editing Desktop Application Hosted Service MCP

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 21.7/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 3.2 / 17

Access Clarity 7.2 / 17

Operational Transparency 1.6 / 11

Contract Governance 0.0 / 10

Discoverability 5.8 / 9

Regulatory Posture 3.0 / 15

Agent readiness — 22/100 · agent aware

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 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 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 Ask about this →
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author Ask about this →
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) Ask about this →
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes Ask about this →
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0 Ask about this →
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented) Ask about this →

8 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 Ask about this →
Developer Ergonomics scores 19.0 — up to +16.2 composite points Ask about this →
Contract Governance scores 0.0 — up to +12.0 composite points Ask about this →

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.

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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/editmamei-com/apis.yml: open an issue on github.com/api-evangelist/editmamei-com 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.

Editmamei Desktop API

API for Editmamei Desktop tools, documented at the provider's documentation site.

Editmamei API pricing

Prices published by Editmamei, read 2026-11-06 from editmamei.com/pricing. A free plan or tier is listed.

Plan	Price
Desktop Free	Free
Desktop Pro Monthly	$9 a month
Desktop Pro Annual	$79 a year
Desktop Pro Perpetual	$199 once
Connect Free	Free
Connect Credit Pack	From $7 pay once 750 credits for $7, or 2,000 for $15
Connect Monthly Plan	From $10 a month 1,500 credits a month for $10, or 7,500 for $35

Plan details, limits and sources →

Pricing Plans 1

Published pricing tiers and plan structures.

Editmamei Plans Pricing

7 plans

PLANS

Security Posture 2

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

Editmamei Domain Security

TLSv1.2 · HSTS · DNSSEC · DMARC

SECURITY

Editmamei Vulnerability Disclosure

no policy recorded

SECURITY

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Build 3

SDKs, sample code, and the tooling you integrate with

SDKs

SDKs

Packages

Packages

GitHub

GitHub

Access & Security 4

Authentication, authorization, and security posture

SecurityTxt

SecurityTxt

Security

Security

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Commercial 3

Pricing, plans, and the legal terms of use

Plans

Plans

PrivacyPolicy

PrivacyPolicy

Pricing

Pricing

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: editmamei-com
name: Editmamei
accessModel:
  pricing: freemium
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Freemium
  confidence: low
  probe_state: unreadable
  source:
  - plans
  - security
  generated: '2026-11-13'
  method: derived
image: https://editmamei.com/og-card.jpg
description: Editmamei provides AI‑powered photo editing tools that let users apply real‑world editing software like Photoshop
  or GIMP to images generated by AI. Their desktop MCP server integrates with AI apps such as Claude Desktop, Claude Code
  and Cursor, while the Connect service offers a hosted connector for AI platforms like Claude and ChatGPT, with free credits
  and paid plans for higher usage. The platform emphasizes preserving edit layers and masks, enabling ongoing refinement of
  AI‑created images.
url: https://artifacts.apis.io/editmamei-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-06 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-06'
modified: '2026-11-06'
tags:
- Artificial Intelligence
- Photo Editing
- Desktop Application
- Hosted Service
- MCP
tags_raw:
- AI
- Photo Editing
- Desktop Application
- Hosted Service
- MCP
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/editmamei-com-plans-pricing.yml
- type: LLMsTxt
  url: llms/editmamei-com-llms.txt
- type: SecurityTxt
  url: well-known/editmamei-com-connect-security.txt
- type: WellKnown
  url: well-known/editmamei-com-well-known.yml
- type: Hosts
  url: hosts/editmamei-com-hosts.yml
- type: Vendors
  url: vendors/editmamei-com-vendors.yml
- type: SDKs
  url: packages/editmamei-com-packages.yml
- type: Packages
  url: packages/editmamei-com-packages.yml
- type: Security
  url: https://editmamei.com/security
- type: PrivacyPolicy
  url: https://editmamei.com/privacy
- type: VulnerabilityDisclosure
  url: security/editmamei-com-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/editmamei-com-domain-security.yml
- type: Website
  url: https://editmamei.com/
- type: Documentation
  url: https://editmamei.com/desktop/docs
- type: Pricing
  url: https://editmamei.com/pricing
- type: Blog
  url: https://editmamei.com/blog
- type: GitHub
  url: https://github.com/editmamei
apis:
- name: Editmamei Desktop API
  description: API for Editmamei Desktop tools, documented at the provider's documentation site.
  humanURL: https://editmamei.com/desktop/docs
  baseURL: null
  aid: editmamei-com:editmamei-desktop-api
x-coverage:
  state: unreadable
  reason: js-rendered-docs
  detail: Documentation pages are JavaScript‑rendered and no machine‑readable OpenAPI spec was found.
  evidence:
  - url: https://editmamei.com/desktop/docs
    status: 200
  checked: '2026-11-06'
x-enrichment:
  date: '2026-11-06'
  status: enriched
  artifacts_added: 28
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Editmamei API — frequently asked questions

Does Editmamei have an API?

Yes. APIs.io lists 1 API from Editmamei, including Editmamei Desktop API.

How much does the Editmamei API cost?

Editmamei publishes its prices; its Desktop Pro Monthly plan is $9 a month as of 2026-11-06. APIs.io lists 7 pricing plans for Editmamei, with each plan's price, limits and inclusions under Pricing on this page.

Is the Editmamei API ready for AI agents?

Editmamei has a Kin Score of 21.7 out of 100 (emerging) and an Agent Readiness score of 21.8 (agent-aware), scored by API Evangelist on 2026-11-13.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

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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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