# Tecton

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

Tecton is the enterprise feature platform (feature store) for real-time machine learning and AI at scale. It transforms raw batch, streaming, and real-time data into ML-ready features and embeddings, orchestrates the pipelines that materialize them, and serves them to models online with low latency and ~100ms freshness while guaranteeing training/serving consistency. Developers define features as code with the Python SDK and `tecton` CLI, then read them for inference through the FeatureService HTTP API and open-source Python and Java client libraries. Backed by Andreessen Horowitz, Lux Capital, and SV Angel.

## Kin Score — 26.1 / 100 (emerging)

Scored 2026-08-19 under rubric 0.12.0. Trend: flat (-1.0 from 27.1).

| Facet | Score |
|---|---|
| Discoverability | 75.9 |
| Contract Quality | 0.0 |
| Governance | 4.5 |
| Contract Governance | 4.5 |
| Operational Transparency | 26.3 |
| Developer Ergonomics | 57.1 |
| Commercial Clarity | 15.8 |
| Access Clarity | 15.8 |

## Agent readiness — 8.5 (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 | no |
| 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)

- **Tecton FeatureService HTTP API** — Low-latency online feature serving for model inference — read single or batched feature vectors, wildcard queries, and feature-service metadata. Authenticated with an Authorizat...

## MCP servers (1)

- **tecton-mcp.yml**

## Security (3)

- **Tecton Authentication** — apiKey · 2 schemes
- **Tecton Domain Security** — TLSv1.3 · HSTS · DMARC
- **Tecton Trust Center** — SOC 2, ISO 27001, GDPR

## Tags

Company, Machine Learning, Feature Store, Feature Platform, MLOps, Artificial Intelligence, Real-Time Data, SDK

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