# Google TensorFlow

**Canonical:** https://apis.io/providers/google-tensorflow/  
**APIs profiled:** 4

Google TensorFlow is an open-source machine learning framework providing APIs and tools for building, training, and deploying ML models, including TensorFlow Serving for model inference and TensorFlow Hub for reusable model components.

## 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 | 64.8 |
| Contract Quality | 55.6 |
| Governance | 9.8 |
| Contract Governance | 9.8 |
| Operational Transparency | 21.1 |
| Developer Ergonomics | 26.2 |
| Commercial Clarity | 23.7 |
| Access Clarity | 23.7 |

## Agent readiness — 20.5 (agent-aware)

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

## Access

Free — onboarding: unknown, pricing: free, trial: no (confidence: medium).

## APIs (4)

- **TensorFlow Hub API** — TensorFlow Hub provides a repository of reusable trained machine learning models. The API allows developers to search, discover, and download pre-trained models and model compon...
- **TensorFlow Model Analysis API** — TensorFlow Model Analysis (TFMA) provides tools and APIs for evaluating TensorFlow models. It enables computing metrics over large datasets using Apache Beam, slicing evaluation...
- **Google TensorFlow Model Status API** — Model metadata and status operations
- **Google TensorFlow Prediction API** — Model inference operations

## Agentic access (1)

- **Google Tensorflow Agentic Access** — 5 operations · 3 acting

## Security (1)

- **Google Tensorflow Domain Security** — TLSv1.3 · HSTS · DMARC

## Plans (1)

- **Google Tensorflow Plans Pricing**

## Tags

Artificial Intelligence, Deep Learning, Google, Machine-Learning, Model Serving, Open-Source

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