Uncovr

Uncovr is a surgical AI company building a foundation model for surgery. Its platform captures video from any operating-room source (laparoscopic, robotic, or other devices), analyzes procedures in real time, and automatically generates operative reports, CPT billing codes, and structured clinical intelligence, with a zero-PHI on-device anonymization architecture and EHR integration. Uncovr publishes no developer portal or SDKs, but serves a live OpenAPI 3.1 inference API (with Swagger UI) at api.uncovr.ai, and publishes an llms.txt on its website.

Uncovr publishes 1 API contract indexed on the APIs.io network: Inference (V3, Backwards Compatible) API. Tagged areas include Company, Healthcare, Surgery, Artificial Intelligence, and Computer Vision.

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

Uncovr’s developer surface includes authentication, support, and 16 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

30.1/100 thin ▬ flat Agent 19/100 agent aware Front door AI 5/6 prominent saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 published contract 1 Agent Skills

Company Healthcare Surgery Artificial Intelligence Computer Vision Medical Documentation Medical Billing Clinical Intelligence

Kin Score

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

Composite quality — 30.1/100 · thin

Contract Quality 7.9 / 19

Developer Ergonomics 4.2 / 15

Access Clarity 3.2 / 15

Operational Transparency 0.0 / 10

Contract Governance 1.6 / 9

Discoverability 5.5 / 8

Regulatory Posture 2.8 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 19/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 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

MCP Tool Quality 6 / 6

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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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It updates itself when the score changes. Paste this where you link to your API docs:

<a href="https://apis.io/providers/uncovr/"><img src="https://apis.io/badge/uncovr/card.svg" alt="Uncovr 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):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
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
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document

8 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 21.1 — up to +15.8 composite points
Contract Quality scores 42.2 — up to +14.5 composite points
Developer Ergonomics scores 28.0 — up to +14.4 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/uncovr/apis.yml: open an issue on github.com/api-evangelist/uncovr 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 →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
IVD, Diagnostics and Surgical Devices (FDA / EU regulated device makers)	undeclared	-	-	-
ONVIF Video Analytics (video surveillance, edge cameras, computer vision)	undeclared	-	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

Standards implemented 1

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.

OpenAPI

measured — observed by APIs.io (published)

APIs 1

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

Uncovr Inference (V3, Backwards Compatible) API

The Inference (V3, Backwards Compatible) API from Uncovr — 1 operation(s) for inference (v3, backwards compatible).

Open Collections 1

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Uncovr Inference (V3, Backwards Compatible) Inference (V3, Backwards Compatible) Inference (V3, Backwards Compatible) API

OPEN COLLECTION

Agent Skills 1

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

Generate an operative report from surgical embeddings

AGENT SKILL

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Uncovr API Rules

43 rules · 41 errors 1 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.

Uncovr Api Overlay

4 actions · servers · uncovr-api-openapi-original.json

DERIVED

Security Posture 2

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

Uncovr Authentication

http · 1 scheme

SECURITY

Uncovr Domain Security

TLSv1.3 · HSTS · DNSSEC

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Uncovr Agentic Access

1 operation · 1 acting

1 operations · 1 acting

AGENTIC

Resources

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

LLMsTxt

LLMsTxt

WellKnown

WellKnown

X-MCPServerCandidate

X-MCPServerCandidate

AgentSkill

AgentSkill

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

ErrorCatalog

Conformance

Conventions

DataModel

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

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 3

The organization behind the API

Website

Website

Careers

Careers

LinkedIn

Other 1

Properties that don't map to a standard resource type

Overlay

Overlay

Source (apis.yml)

aid: uncovr
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/uncovr.png
name: Uncovr
description: Uncovr is a surgical AI company building a foundation model for surgery. Its platform captures video from any
  operating-room source (laparoscopic, robotic, or other devices), analyzes procedures in real time, and automatically generates
  operative reports, CPT billing codes, and structured clinical intelligence, with a zero-PHI on-device anonymization architecture
  and EHR integration. Uncovr publishes no developer portal or SDKs, but serves a live OpenAPI 3.1 inference API (with Swagger
  UI) at api.uncovr.ai, and publishes an llms.txt on its website.
url: https://raw.githubusercontent.com/api-evangelist/uncovr/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- seedcamp
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 13
  pass: local-v1
created: '2026-07-17'
modified: '2026-07-21'
tags:
- Company
- Healthcare
- Surgery
- Artificial Intelligence
- Computer Vision
- Medical Documentation
- Medical Billing
- Clinical Intelligence
tags_raw:
- Company
- Healthcare
- Surgery
- Artificial Intelligence
- Computer Vision
- Medical Documentation
- Medical Billing
- Clinical Intelligence
- Computer-Vision
apis:
- aid: uncovr:uncovr-inference-v3-backwards-compatible-api
  name: Uncovr Inference (V3, Backwards Compatible) API
  description: The Inference (V3, Backwards Compatible) API from Uncovr — 1 operation(s) for inference (v3, backwards compatible).
  humanURL: https://api.uncovr.ai/docs
  baseURL: https://api.uncovr.ai
  tags:
  - Inference (V3, Backwards Compatible)
  properties:
  - type: OpenAPI
    url: openapi/uncovr-inference-v3-backwards-compatible-api-openapi.yml
  - type: Documentation
    url: https://api.uncovr.ai/docs
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Overlay
  url: overlays/uncovr-api-overlay.yaml
- type: AgenticAccess
  url: agentic-access/uncovr-agentic-access.yml
- type: Authentication
  url: authentication/uncovr-authentication.yml
- type: Website
  url: https://www.uncovr.ai/
- type: LLMsTxt
  url: llms/uncovr-llms.txt
- type: WellKnown
  url: well-known/uncovr-well-known.yml
- type: DomainSecurity
  url: security/uncovr-domain-security.yml
- type: TermsOfService
  url: https://www.uncovr.ai/legal/terms-conditions
- type: PrivacyPolicy
  url: https://www.uncovr.ai/legal/privacy-policy
- type: Support
  url: https://www.uncovr.ai/contact
- type: Careers
  url: https://www.uncovr.ai/careers
- type: LinkedIn
  url: https://www.linkedin.com/company/uncovr-uncover/
- type: X-MCPServerCandidate
  url: mcp/uncovr-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: ErrorCatalog
  url: errors/uncovr-problem-types.yml
- type: Conformance
  url: conformance/uncovr-conformance.yml
- type: Conventions
  url: conventions/uncovr-conventions.yml
- type: DataModel
  url: data-model/uncovr-data-model.yml
- type: AgentSkill
  url: skills/_index.yml

Uncovr API — frequently asked questions

Does Uncovr have an API?

Yes. APIs.io lists 1 API from Uncovr, including Uncovr Inference (V3, Backwards Compatible) API.

Is there an OpenAPI specification for the Uncovr API?

Yes. APIs.io indexes 1 OpenAPI specification for Uncovr, each linked for download from this page.

How do I authenticate with the Uncovr API?

Uncovr uses bearer-token authentication (http · 1 scheme). The details are profiled on APIs.io as Uncovr Authentication.

Is the Uncovr API ready for AI agents?

Uncovr has a Kin Score of 30.1 out of 100 (thin) and an Agent Readiness score of 18.9 (agent-aware), scored by API Evangelist on 2026-11-06.

Work with this as data

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MCP server

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Tools for providers

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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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