CausaLens

causaLens is a London-headquartered enterprise AI company and a pioneer of Causal AI — machine intelligence that models cause-and-effect relationships rather than correlation alone. Its commercial platform, decisionOS, is a decision-making operating system that combines causal discovery, causal graph modelling, and multi-agent "Digital Knowledge Workers" that automate repetitive data-science and analyst workflows for enterprises. The platform is delivered as a hosted product plus a Python-first interface, and is distributed through the Microsoft Azure Marketplace and the UK G-Cloud Digital Marketplace. causaLens also maintains Dara, an Apache-2.0 open-source Python application framework for building interactive, decision-support web apps, published on GitHub with packages on PyPI and npm and full public documentation.

CausaLens publishes 1 API on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Causal AI, Machine Learning, and Data Science.

CausaLens’ developer surface includes documentation, API reference, getting-started guide, support, engineering blog, signup flow, CLI, and 19 more developer resources.

35.7/100 thin ▬ flat Agent 20/100 agent aware Full breakdown ↓
scored 2026-08-17 · rubric v0.11.0
1 APIs 1 MCP Servers
CompanyArtificial IntelligenceCausal AIMachine LearningData ScienceDecision IntelligenceAnalyticsAgentsOpen SourcePython

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-17 · rubric v0.11.0
Composite quality — 35.7/100 · thin
Contract Quality 0.0 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 4.8 / 13
Governance 1.5 / 12
Discoverability 7.8 / 10
Agent readiness — 20/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
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 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/causalens: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 1

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

Dara Application Framework HTTP API

The HTTP surface exposed by a Dara application. Dara is causaLens' Apache-2.0 open-source Python framework built on FastAPI; each app serves a documented set of built-in routes ...

MCP Servers 1

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

causalens-mcp.yml

MCP SERVER

Security Posture 2

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

Causalens Authentication

0 schemes

SECURITY

Causalens Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 3

Portal, sign-up, and the first successful call

Documentation 2

Reference material describing how the API behaves

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Build 4

SDKs, sample code, and the tooling you integrate with

Access & Security 2

Authentication, authorization, and security posture

Operate 3

Status, limits, changes, and where to get help

Commercial 2

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Source (apis.yml)

apis.yml Raw ↑
aid: causalens
name: CausaLens
description: causaLens is a London-headquartered enterprise AI company and a pioneer of Causal AI — machine intelligence that
  models cause-and-effect relationships rather than correlation alone. Its commercial platform, decisionOS, is a decision-making
  operating system that combines causal discovery, causal graph modelling, and multi-agent "Digital Knowledge Workers" that
  automate repetitive data-science and analyst workflows for enterprises. The platform is delivered as a hosted product plus
  a Python-first interface, and is distributed through the Microsoft Azure Marketplace and the UK G-Cloud Digital Marketplace.
  causaLens also maintains Dara, an Apache-2.0 open-source Python application framework for building interactive, decision-support
  web apps, published on GitHub with packages on PyPI and npm and full public documentation.
image: https://avatars.githubusercontent.com/u/40164755?s=200&v=4
url: https://raw.githubusercontent.com/api-evangelist/causalens/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
specificationVersion: '0.20'
created: '2026-08-09'
modified: '2026-08-09'
tags:
- Company
- Artificial Intelligence
- Causal AI
- Machine Learning
- Data Science
- Decision Intelligence
- Analytics
- Agents
- Open Source
- Python
apis:
- name: Dara Application Framework HTTP API
  description: The HTTP surface exposed by a Dara application. Dara is causaLens' Apache-2.0 open-source Python framework
    built on FastAPI; each app serves a documented set of built-in routes (session verification, token refresh, file upload)
    and lets developers register custom REST endpoints with the dara.core.http get/post/put/patch/delete decorators. Dara
    applications are self-hosted, so there is no single vendor-operated base URL — the base URL is whatever host the operator
    deploys the app to.
  humanURL: https://dara.causalens.com/docs/generated/dara/docs/advanced/custom-endpoints
  x-deployment: self-hosted
  x-base-url-note: Self-hosted framework — no vendor-operated production host exists. No baseURL is recorded rather than fabricate
    one; api.causalens.com does not resolve.
  tags:
  - Framework
  - Python
  - FastAPI
  properties:
  - type: Documentation
    url: https://dara.causalens.com/docs/generated/dara/docs/getting-started/whats-dara
  - type: APIReference
    url: https://dara.causalens.com/docs/generated/dara/reference/dara/core/auth/routes
  - type: Authentication
    url: authentication/causalens-authentication.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: MCPServer
  url: mcp/causalens-mcp.yml
- type: DomainSecurity
  url: security/causalens-domain-security.yml
- type: Website
  url: https://causalens.com
- type: DeveloperPortal
  url: https://dara.causalens.com
- type: Documentation
  url: https://dara.causalens.com/docs/generated/dara/docs/getting-started/whats-dara
- type: APIReference
  url: https://dara.causalens.com/docs/generated/dara/reference/dara/core/auth/routes
- type: GettingStarted
  url: https://dara.causalens.com/docs/generated/dara/docs/quickstart
- type: GitHubOrganization
  url: https://github.com/causalens
- type: Support
  url: https://github.com/causalens/dara/issues
- type: Blog
  url: https://causalens.com/resource-hub
- type: SignUp
  url: https://platform.causalens.com
- type: PrivacyPolicy
  url: https://causalens.com/privacy-policy
- type: TermsOfService
  url: https://causalens.com/terms
- type: StatusPage
  url: https://status.causalens.com
- type: Packages
  url: packages/causalens-packages.yml
- type: SDKs
  url: packages/causalens-packages.yml
- type: CLI
  url: cli/causalens-cli.yml
- type: Components
  url: components/causalens-components.yml
- type: ChangeLog
  url: changelog/causalens-changelog.yml
- type: Lifecycle
  url: lifecycle/causalens-lifecycle.yml
- type: Authentication
  url: authentication/causalens-authentication.yml
- type: Conventions
  url: conventions/causalens-conventions.yml
- type: Conformance
  url: conformance/causalens-conformance.yml
- type: WellKnown
  url: well-known/causalens-well-known.yml
- type: LLMsTxt
  url: llms/causalens-llms.txt
- type: AgentSkill
  url: skills/_index.yml
x-enrichment:
  date: '2026-08-09'
  status: enriched
  artifacts_added: 14
  pass: local-v1