Aignostics

Aignostics GmbH is a Berlin-based computational pathology company, spun out of Charite Universitaetsmedizin Berlin, that builds AI foundation models and analysis applications for whole slide images (WSI). Its commercial surface is the Aignostics Platform, a cloud service that runs computational pathology applications - Atlas H&E-TME tumor-microenvironment profiling is the flagship - on dedicated NVIDIA GPU infrastructure, with a per-organization Google Cloud Storage bucket and Auth0-backed enterprise SSO. The Platform is reachable three ways: a browser Console, an open-source Python SDK (Launchpad desktop app, CLI, client library and an in-development MCP server), and a public REST contract - the Aignostics Platform API, an OpenAPI 3.1.0 document with 26 operations served unauthenticated at https://platform.aignostics.com/api/v1/openapi.json. The API covers application and version discovery, run submission and cancellation, per-item result and artifact retrieval, custom metadata with checksum-guarded writes, and an access-grant / share-token sharing model. Access is organization-scoped: there is no anonymous access and no organization-wide API key.

Aignostics publishes 1 API on the APIs.io network: Public API. Tagged areas include Company, Artificial Intelligence, Machine Learning, Health, and Healthcare.

The Aignostics catalog on APIs.io includes 1 event-driven AsyncAPI specification.

Aignostics’ developer surface includes documentation, API reference, getting-started guide, signup flow, support, engineering blog, developer console, and 27 more developer resources.

🌐 Visit website 📡 Source on GitHub
50.0/100 developing ▬ flat Agent 46/100 agent ready Front door AI 6/6 dominant saas Full breakdown ↓
scored 2026-10-04 · rubric v0.23.0
1 published contract 1 MCP Servers
CompanyArtificial IntelligenceMachine LearningHealthHealthcareLife SciencesPathologyMedical ImagingDigital PathologyOncologyBiotechnologyResearchGermany

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-10-04 · rubric v0.23.0
Composite quality — 50.0/100 · developing
Contract Quality 9.4 / 19
Developer Ergonomics 12.1 / 15
Access Clarity 2.6 / 15
Operational Transparency 3.6 / 10
Contract Governance 0.4 / 9
Discoverability 4.9 / 8
Regulatory Posture 4.9 / 15
Create-or-Update Ergonomics 3.9 / 10
Agent readiness — 46/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 6 / 6
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 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 6 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
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/.
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 github.com/api-evangelist/aignostics: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 1

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

Aignostics Public API

The Public API from Aignostics — 21 operation(s) for public.

MCP Servers 1

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

Central Aignostics MCP Server

Aignostics ships a runnable MCP server inside its Python SDK. `aignostics mcp run` starts a FastMCP server over stdio transport (MCP_TRANSPORT = "stdio" in utils/_mcp.py) named ...

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

Aignostics Plans Pricing

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Aignostics Rate Limits

0 limits

RATE LIMITS

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Aignostics Event Surface

ASYNCAPI

Security Posture 3

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

Aignostics Authentication

oauth2 · 1 scheme

SECURITY

Aignostics Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Aignostics Vulnerability Disclosure

Hackerone

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Aignostics Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Resources

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal
DeveloperPortal
 GettingStarted
GettingStarted
 SignUp
SignUp
 Console
Console

Documentation 2

Reference material describing how the API behaves

Documentation
Documentation
 APIReference
APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

MCPServer
MCPServer
 AgentSkill
AgentSkill
 LLMsTxt
LLMsTxt

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Lifecycle
Lifecycle
 Conventions
Conventions
 ErrorCatalog
ErrorCatalog
 DataModel
DataModel
 Conformance
Conformance

Build 6

SDKs, sample code, and the tooling you integrate with

GitHubOrganization
GitHubOrganization
 SourceCode
SourceCode
 Packages
Packages
 SDKs
SDKs
 CLI
CLI
 ToolCrosswalk
ToolCrosswalk

Access & Security 5

Authentication, authorization, and security posture

Authentication
Authentication
 OAuthScopes
OAuthScopes
 DomainSecurity
DomainSecurity
 VulnerabilityDisclosure
VulnerabilityDisclosure
 Security
Security

Operate 4

Status, limits, changes, and where to get help

Support
Support
 StatusPage
StatusPage
 ChangeLog
ChangeLog
 RateLimits
RateLimits

Commercial 2

Pricing, plans, and the legal terms of use

PrivacyPolicy
PrivacyPolicy
 Plans
Plans

Company 2

The organization behind the API

Website
Website
 Blog
Blog

Other 1

Properties that don't map to a standard resource type

Overlay
Overlay

Source (apis.yml)

apis.yml Raw ↑ 
aid: aignostics
name: Aignostics
description: 'Aignostics GmbH is a Berlin-based computational pathology company, spun out of Charite Universitaetsmedizin
  Berlin, that builds AI foundation models and analysis applications for whole slide images (WSI). Its commercial surface
  is the Aignostics Platform, a cloud service that runs computational pathology applications - Atlas H&E-TME tumor-microenvironment
  profiling is the flagship - on dedicated NVIDIA GPU infrastructure, with a per-organization Google Cloud Storage bucket
  and Auth0-backed enterprise SSO. The Platform is reachable three ways: a browser Console, an open-source Python SDK (Launchpad
  desktop app, CLI, client library and an in-development MCP server), and a public REST contract - the Aignostics Platform
  API, an OpenAPI 3.1.0 document with 26 operations served unauthenticated at https://platform.aignostics.com/api/v1/openapi.json.
  The API covers application and version discovery, run submission and cancellation, per-item result and artifact retrieval,
  custom metadata with checksum-guarded writes, and an access-grant / share-token sharing model. Access is organization-scoped:
  there is no anonymous access and no organization-wide API key.'
url: https://raw.githubusercontent.com/api-evangelist/aignostics/refs/heads/main/apis.yml
deliveryModel:
  model: saas
  license_evidence:
    not_product:
    - aignostics/python-sdk
  open_source: unknown
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: low
  source:
  - openapi
  - pricing
  - repository-not-product
  generated: '2026-09-25'
  method: derived
image: https://cdn.prod.website-files.com/67adb01f31489469b513304a/67eec0230902714317f91424_ag-logo.svg
x-type: company
x-source: harvest:secondary-market
specificationVersion: '0.20'
created: '2026-09-14'
modified: '2026-09-14'
x-docs-platform: sphinx
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-09-17
tags:
- Company
- Artificial Intelligence
- Machine Learning
- Health
- Healthcare
- Life Sciences
- Pathology
- Medical Imaging
- Digital Pathology
- Oncology
- Biotechnology
- Research
- Germany
tags_raw:
- Company
- Artificial Intelligence
- Machine Learning
- Health
- Healthcare
- Life Sciences
- Pathology
- Medical Imaging
- Digital Pathology
- Oncology
- Biotechnology
- Research
- Germany
- Machine-Learning
apis:
- aid: aignostics:aignostics-public-api
  name: Aignostics Public API
  description: The Public API from Aignostics — 21 operation(s) for public.
  humanURL: https://aignostics.readthedocs.io/en/latest/get_started_api.html
  baseURL: https://platform.aignostics.com/api/v1
  tags:
  - Public
  properties:
  - type: OpenAPI
    url: openapi/aignostics-public-api-openapi.yml
  - type: Documentation
    url: https://aignostics.readthedocs.io/en/latest/get_started_api.html
  - type: APIReference
    url: https://aignostics.readthedocs.io/en/latest/api_explorer_v1.html
  - type: Console
    url: https://platform.aignostics.com/explore-api
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://www.aignostics.com/
- type: DeveloperPortal
  url: https://aignostics.readthedocs.io/en/latest/
- type: Documentation
  url: https://aignostics.readthedocs.io/en/latest/
- type: APIReference
  url: https://aignostics.readthedocs.io/en/latest/api_explorer_v1.html
- type: GettingStarted
  url: https://aignostics.readthedocs.io/en/latest/get_started_api.html
- type: SignUp
  url: https://platform.aignostics.com/
- type: Support
  url: https://www.aignostics.com/contact
- type: Blog
  url: https://www.aignostics.com/blog
- type: GitHubOrganization
  url: https://github.com/aignostics
- type: Console
  url: https://platform.aignostics.com/api/v1/docs
- type: SourceCode
  url: https://github.com/aignostics/python-sdk
- type: PrivacyPolicy
  url: https://www.aignostics.com/privacy-policy
- type: StatusPage
  url: https://status.aignostics.com/
- type: Lifecycle
  url: lifecycle/aignostics-lifecycle.yml
- type: ChangeLog
  url: changelog/aignostics-changelog.yml
- type: Packages
  url: packages/aignostics-packages.yml
- type: SDKs
  url: packages/aignostics-packages.yml
- type: CLI
  url: cli/aignostics-cli.yml
- type: Authentication
  url: authentication/aignostics-authentication.yml
- type: OAuthScopes
  url: scopes/aignostics-scopes.yml
- type: Conventions
  url: conventions/aignostics-conventions.yml
- type: ErrorCatalog
  url: errors/aignostics-problem-types.yml
- type: DataModel
  url: data-model/aignostics-data-model.yml
- type: Conformance
  url: conformance/aignostics-conformance.yml
- type: RateLimits
  url: rate-limits/aignostics-rate-limits.yml
- type: Plans
  url: plans/aignostics-plans-pricing.yml
- type: DomainSecurity
  url: security/aignostics-domain-security.yml
- type: VulnerabilityDisclosure
  url: security/aignostics-vulnerability-disclosure.yml
- type: Security
  url: security/aignostics-vulnerability-disclosure.yml
- type: MCPServer
  url: mcp/aignostics-mcp.yml
- type: ToolCrosswalk
  url: mcp/aignostics-tool-crosswalk.yml
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/aignostics-llms.txt
- type: Overlay
  url: overlays/aignostics-platform-api-overlay.yaml
x-enrichment:
  date: '2026-09-14'
  status: enriched
  artifacts_added: 26
  pass: local-v3

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