# Kubit AI, Inc.

**Canonical:** https://apis.io/providers/kubit-ai-inc/  
**Website:** https://www.kubit.ai/  
**APIs profiled:** 1

Kubit is a warehouse-native digital analytics platform that runs product analytics directly against a customer's cloud data warehouse with no ETL, and bridges that behavioral data with LLM observability. Kubit maps clickstream behavior, intent, and sentiment onto LLM traces so teams building AI agents can debug and optimize them where they already work. Its semantic layer applies business definitions, data models, and governance policies before any query reaches the warehouse. Kubit's programmatic surface is a hosted Model Context Protocol server at mcp.kubit.ai, protected by OAuth 2.1 with PKCE, plus first-party OpenTelemetry exporters and a set of published agent skills for Claude Code and Cursor. Kubit is backed by Insight Partners.

## Kin Score — 35.3 / 100 (thin)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 35.3).

| Facet | Score |
|---|---|
| Discoverability | 87.0 |
| Contract Quality | 0.0 |
| Governance | 18.2 |
| Contract Governance | 18.2 |
| Operational Transparency | 18.4 |
| Developer Ergonomics | 56.0 |
| Commercial Clarity | 53.9 |
| Access Clarity | 53.9 |

## Agent readiness — 23.1 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | verified |
| 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 | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

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

## APIs (1)

- **Kubit MCP Server** — Kubit's hosted Model Context Protocol server. Exposes five tools — getUserContext, getSchema, createReport, getRawData, and searchKubit — that let an MCP-compatible IDE or assis...

## MCP servers (1)

- **KubitMCP**

## Security (3)

- **Kubit Ai Inc Authentication** — 3 schemes
- **Kubit Ai Inc Domain Security** — TLSv1.3 · HSTS · DMARC
- **Kubit Ai Inc Trust Center** — enumerated, note

## Tags

Company, Analytics, Product Analytics, Data Warehouse, LLM Observability, MCP, Agent Analytics, OpenTelemetry, DevOps

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