# Ryft

**Canonical:** https://apis.io/providers/ryft/  
**Website:** https://www.ryft.io/  
**APIs profiled:** 1

Ryft is the intelligent Apache Iceberg management platform - a data lakehouse optimization layer that continuously monitors, manages, and optimizes Iceberg tables across query engines and clouds. It provides automated table compaction, snapshot and data lifecycle management, orphan-file and compliance cleanup (GDPR/CCPA), an Asset and Query Explorer, and usage-based self-tuning that reduces lakehouse TCO and speeds up queries. Ryft integrates with AWS (Athena, Glue, Redshift, S3 Tables), Google Cloud/BigLake, Azure, Microsoft OneLake, Databricks, Snowflake, Starburst, Trino, StarRocks, and any Iceberg REST Catalog. For engines it does not natively support, the Ryft Ingest API accepts query telemetry directly, and the Ryft MCP server enriches AI agents with live lakehouse context. Backed by Bessemer Venture Partners and Index Ventures; acquired by Cyera in 2026.

## Kin Score — 45.9 / 100 (developing)

Scored 2026-08-21 under rubric 0.12.0. Trend: flat (+0.0 from 45.9).

| Facet | Score |
|---|---|
| Discoverability | 87.0 |
| Contract Quality | 58.7 |
| Governance | 30.3 |
| Contract Governance | 30.3 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 58.9 |
| Commercial Clarity | 35.5 |
| Access Clarity | 35.5 |

## Agent readiness — 41.2 (agent-ready)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | verified |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | verified |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | derived |
| 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)

- **Ryft Ingest API** — Push query-execution telemetry to Ryft.

## MCP servers (1)

- **Ryft MCP Server** — Ryft MCP is a Model Context Protocol server that enriches AI agents with full lakehouse context - table metadata, query history, and domain knowledge - so agents can write accur...

## Security (2)

- **Ryft Authentication** — apiKey/oauth2/openIdConnect · 3 schemes
- **Ryft Domain Security** — TLSv1.3 · HSTS · DNSSEC · DMARC

## Tags

Company, Data, Data Lake, Lakehouse, Apache Iceberg, Data Management, Analytics, Query Optimization, Artificial Intelligence, MCP

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