# Milana

**Canonical:** https://apis.io/providers/vantara/  
**Website:** https://getmilana.ai  
**APIs profiled:** 0

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.

## Kin Score — 34.3 / 100 (thin)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 34.3).

| Facet | Score |
|---|---|
| Discoverability | 68.5 |
| Contract Quality | 0.0 |
| Governance | 18.2 |
| Contract Governance | 18.2 |
| Operational Transparency | 44.7 |
| Developer Ergonomics | 61.9 |
| Commercial Clarity | 35.5 |
| Access Clarity | 35.5 |

## Agent readiness — 15.4 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | yes |
| Well Known Catalog | no |
| Consent Identity | yes |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Self-serve signup — onboarding: self-serve, pricing: unknown, trial: no (confidence: medium).

## MCP servers (1)

- **Milana MCP Server**

## Security (4)

- **Vantara Authentication** — oauth2/apiKey · 2 schemes
- **Vantara Domain Security** — TLSv1.3 · DMARC
- **Vantara Vulnerability Disclosure** — security.txt · contact published
- **Vantara Trust Center** — trust center published

## Tags

Company, Artificial Intelligence, Session Replay, Product Analytics, Developer Tools, Agents, SDK

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/vantara/). Scores are computed from the provider's own public artifacts under a published rubric.