# Modelbit

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

Modelbit is an MLOps platform (backed by Homebrew) that lets data scientists rapidly deploy and manage machine-learning models. You train and register a model in a notebook, then deploy a Python function with the first-party modelbit Python SDK; Modelbit packages the environment and serves the model as a versioned REST inference endpoint supporting single and batch requests, sync and async responses, per-request timeouts, and API-key access control. The platform adds a model registry, datasets and feature stores, training jobs, Git-backed deployments, warehouse integration (Snowflake, dbt), custom Python environments, and log/alert forwarding to webhooks, Datadog, and Slack.

## Kin Score — 30.3 / 100 (thin)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 30.3).

| Facet | Score |
|---|---|
| Discoverability | 75.9 |
| Contract Quality | 45.1 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 26.3 |
| Developer Ergonomics | 33.3 |
| Commercial Clarity | 6.6 |
| Access Clarity | 6.6 |

## Agent readiness — 29.1 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| 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 | yes |
| 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)

- **Modelbit Deployment REST API** — Every Modelbit deployment is exposed as a versioned REST inference endpoint. POST an inference request (single or batch) to the deployment URL and receive predictions; access ca...

## Security (2)

- **Modelbit Authentication** — apiKey · 2 schemes
- **Modelbit Domain Security** — TLSv1.3 · DMARC

## Tags

Company, Artificial Intelligence, Machine-Learning, MLOps, Model Deployment, Model Inference, Data Science, Model Registry

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