Milana

Milana (formerly Vantara, a Homebrew-backed AI startup) is "the AI product engineer" — it records user sessions through a lightweight open-source browser SDK (milana-js) and uses vision AI to watch the replays, understand what users came to do and whether they succeeded, and surface friction that traditional analytics miss. Beyond the dashboard it exposes a hosted remote MCP server so Claude, Cursor, ChatGPT, and other agents can search sessions, trace user journeys, and run analyses, plus a GitHub codebase integration that lets the Milana agent read code alongside session data and open pull requests that ship fixes.

Milana is profiled on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Session Replay, Product Analytics, and Developer Tools.

Milana’s developer surface includes documentation, API reference, getting-started guide, engineering blog, support, authentication, changelog, and 24 more developer resources.

🌐 Visit website 📡 Source on GitHub

33.2/100 thin ▬ flat Agent 19/100 agent aware saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

AccessSelf serve

0 APIs 1 MCP Servers

Company Artificial Intelligence Session Replay Product Analytics Developer Tools Agents SDK

Kin Score

Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0

Composite quality — 33.2/100 · thin

Contract Quality 0.0 / 25

Developer Ergonomics 12.4 / 20

Access Clarity 7.1 / 20

Operational Transparency 5.8 / 13

Contract Governance 2.2 / 12

Discoverability 5.7 / 10

Agent readiness — 19/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 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 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

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.

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/vantara: 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 →

MCP Servers 1

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

Milana MCP Server

MCP SERVER

Security Posture 4

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

Vantara Authentication

oauth2/apiKey · 2 schemes

SECURITY

Vantara Domain Security

TLSv1.3 · DMARC

SECURITY

Vantara Vulnerability Disclosure

security.txt · contact published

SECURITY

Vantara Trust Center

trust center published

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Vantara Scopes

7 scopes · authorizationCode

7 scopes

SCOPES

Resources

Get Started 2

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Login

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

MCPServer

WellKnown

AgentSkill

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Lifecycle

Lifecycle

Conformance

Conformance

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Packages

Packages

SDKs

SDKs

Access & Security 7

Authentication, authorization, and security posture

DomainSecurity

Security

SecurityTxt

OAuthScopes

Authentication

VulnerabilityDisclosure

VulnerabilityDisclosure

TrustCenter

TrustCenter

Scroll for all 7

Operate 3

Status, limits, changes, and where to get help

Support

Support

StatusPage

StatusPage

ChangeLog

ChangeLog

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 6

The organization behind the API

Website

Website

FormerWebsite

FormerWebsite

Blog

Blog

LinkedIn

Twitter

Twitter

Careers

Careers

Source (apis.yml)

aid: vantara
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/vantara.png
name: Milana
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 17
  pass: local-v1
description: Milana (formerly Vantara, a Homebrew-backed AI startup) is "the AI product engineer" — it records user sessions
  through a lightweight open-source browser SDK (milana-js) and uses vision AI to watch the replays, understand what users
  came to do and whether they succeeded, and surface friction that traditional analytics miss. Beyond the dashboard it exposes
  a hosted remote MCP server so Claude, Cursor, ChatGPT, and other agents can search sessions, trace user journeys, and run
  analyses, plus a GitHub codebase integration that lets the Milana agent read code alongside session data and open pull requests
  that ship fixes.
url: https://raw.githubusercontent.com/api-evangelist/vantara/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- homebrew
x-tier: profile
x-tier-reason: enriched-from-portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-21'
tags:
- Company
- Artificial Intelligence
- Session Replay
- Product Analytics
- Developer Tools
- Agents
- SDK
tags_raw:
- Company
- AI
- Session Replay
- Product Analytics
- Developer Tools
- Agents
- SDK
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/vantara-domain-security.yml
- type: Website
  url: https://getmilana.ai
- type: FormerWebsite
  url: https://vantara.ai
- type: Documentation
  url: https://docs.getmilana.ai
- type: APIReference
  url: https://docs.getmilana.ai/sdk/overview
- type: GettingStarted
  url: https://docs.getmilana.ai/quickstart/js-package
- type: Blog
  url: https://getmilana.ai/blog
- type: Support
  url: https://docs.getmilana.ai/troubleshooting
- type: Login
  url: https://app.getmilana.ai
- type: TermsOfService
  url: https://getmilana.ai/terms
- type: PrivacyPolicy
  url: https://getmilana.ai/privacy
- type: StatusPage
  url: https://status.getmilana.ai/
- type: GitHubOrganization
  url: https://github.com/VantaraAI
- type: LinkedIn
  url: https://www.linkedin.com/company/milana-ai/
- type: Twitter
  url: https://x.com/getmilana
- type: Careers
  url: https://getmilana.ai/careers
- type: Security
  url: https://github.com/VantaraAI/milana-sdk/blob/main/SECURITY.md
- type: LLMsTxt
  url: llms/vantara-llms.txt
- type: MCPServer
  url: mcp/vantara-mcp.yml
- type: Packages
  url: packages/vantara-packages.yml
- type: SDKs
  url: packages/vantara-packages.yml
- type: WellKnown
  url: well-known/vantara-well-known.yml
- type: SecurityTxt
  url: well-known/vantara-security.txt
- type: OAuthScopes
  url: scopes/vantara-scopes.yml
- type: Authentication
  url: authentication/vantara-authentication.yml
- type: Lifecycle
  url: lifecycle/vantara-lifecycle.yml
- type: Conformance
  url: conformance/vantara-conformance.yml
- type: VulnerabilityDisclosure
  url: security/vantara-vulnerability-disclosure.yml
- type: TrustCenter
  url: security/vantara-trust-center.yml
- type: AgentSkill
  url: skills/vantara-install-milana.md
- type: ChangeLog
  url: changelog/vantara-changelog.yml

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