Medvelle AI

Medvelle AI provides AI‑powered inventory management and procurement solutions for aesthetic and spa clinics. Their platform automates ordering, compares suppliers, forecasts demand, and offers finance, analytics, and supplier management tools, helping clinics save time and reduce costs while focusing on patient care. The company emphasizes a proprietary procurement process and AI-driven insights to maximize profit for healthcare providers.

Medvelle AI is profiled on the APIs.io network. Tagged areas include Company, AI, Inventory Management, Aesthetic Clinics, and Healthcare.

Medvelle AI’s developer surface includes documentation, getting-started guide, support, engineering blog, and 6 more developer resources.

🌐 Visit website📡 Profile data on GitHub
14.5/100 emerging Agent 4/100 human only Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →
0 APIs 1 MCP Servers
CompanyAIInventory ManagementAesthetic ClinicsHealthcare

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 14.5/100 · emerging
Contract Quality 0.0 / 21
Developer Ergonomics 4.9 / 17
Access Clarity 3.6 / 17
Operational Transparency 0.0 / 11
Contract Governance 0.0 / 10
Discoverability 4.1 / 9
Regulatory Posture 1.5 / 15
Agent readiness — 4/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 12 / 12
Machine-Readable Auth 0 / 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 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3 / 3
Regulatory Posture applies to this provider. Its tags matched the Health 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/.
Show this score on your site. Kin Score badge preview for Medvelle AI It updates itself when the score changes. Paste this where you link to your API docs: 
<a href="https://apis.io/providers/medvelle-ai/"><img src="https://apis.io/badge/medvelle-ai/card.svg" alt="Medvelle AI on APIs.io — Kin Score by API Evangelist"></a>
Other styles, a README pill and a shields.io endpoint are on the badge page.
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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
  • Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
  • 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
  • Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
12 more unmet checks in the Agent Readiness table above.
Kin Score — facets with the most composite points still available (weight × headroom):
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/medvelle-ai/apis.yml: open an issue on github.com/api-evangelist/medvelle-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 →

MCP Servers 1

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

Medvelle AI MCP Server

Remote MCP server at www.medvelle.com.

MCP SERVER

Security Posture 1

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

Medvelle Ai Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted
GettingStarted

Documentation 1

Reference material describing how the API behaves

Documentation
Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

MCPServer
MCPServer

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support
Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 2

The organization behind the API

Website
Website
 Blog
Blog

Other 1

Properties that don't map to a standard resource type

Hosts
Hosts

Source (apis.yml)

apis.yml Raw ↑ 
aid: medvelle-ai
name: Medvelle AI
image: https://framerusercontent.com/images/9L6S49J3x7kS2C4LK0tHrPFxIGU.jpg
description: Medvelle AI provides AI‑powered inventory management and procurement solutions for aesthetic and spa clinics.
  Their platform automates ordering, compares suppliers, forecasts demand, and offers finance, analytics, and supplier management
  tools, helping clinics save time and reduce costs while focusing on patient care. The company emphasizes a proprietary procurement
  process and AI-driven insights to maximize profit for healthcare providers.
url: https://raw.githubusercontent.com/api-evangelist/medvelle-ai/refs/heads/main/apis.yml
x-type: company
x-source: harvest:vc-portfolio
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-21 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-21'
modified: '2026-10-21'
tags:
- Company
- AI
- Inventory Management
- Aesthetic Clinics
- Healthcare
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: MCPServer
  url: mcp/medvelle-ai-mcp.yml
- type: Hosts
  url: hosts/medvelle-ai-hosts.yml
- type: DomainSecurity
  url: security/medvelle-ai-domain-security.yml
- type: Website
  url: https://www.medvelle.com/
- type: Documentation
  url: https://www.medvelle.com/insights
- type: GettingStarted
  url: https://www.medvelle.com/why-medvelle
- type: Support
  url: https://www.medvelle.com/contact
- type: Blog
  url: https://www.medvelle.com/insights
- type: TermsOfService
  url: https://www.medvelle.com/terms-and-conditions
- type: PrivacyPolicy
  url: https://www.medvelle.com/privacy-policy
apis: []
x-backed-by:
- arthur-ventures
x-enrichment:
  date: '2026-10-21'
  status: enriched
  artifacts_added: 8
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Medvelle AI API — frequently asked questions

Does Medvelle AI have an MCP server?

Yes. APIs.io lists 1 MCP server for Medvelle AI: Remote MCP server at www.medvelle.com.

Is the Medvelle AI API ready for AI agents?

Medvelle AI has a Kin Score of 14.5 out of 100 (emerging) and an Agent Readiness score of 3.5 (human-only), scored by API Evangelist on 2026-10-31.

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