# Inception

**Canonical:** https://apis.io/providers/inception/  
**Website:** https://inceptionlabs.ai  
**APIs profiled:** 4

Inception Labs builds diffusion-based large language models (dLLMs) branded Mercury. Unlike autoregressive models that emit tokens one at a time, Mercury generates many tokens in parallel through discrete diffusion, running 5-10x faster at roughly half the cost of comparable frontier models. The Inception API is OpenAI-compatible and exposes chat completions (Mercury 2, a reasoning dLLM with a 128K context, tool calling, and structured outputs), plus fill-in-the-middle and next-edit code completions (Mercury Edit 2) for IDE-style autocomplete. It ships official Python and TypeScript SDKs, a streaming/diffusion mode, and enterprise deployment via the Inception API, AWS Bedrock, and Azure AI Foundry. Backed by Amplify Partners.

## Kin Score — 56.0 / 100 (strong)

Scored 2026-08-17 under rubric 0.11.0. Trend: flat (+0.0 from 56.0).

| Facet | Score |
|---|---|
| Discoverability | 81.5 |
| Contract Quality | 65.7 |
| Governance | 11.5 |
| Operational Transparency | 5.3 |
| Developer Ergonomics | 62.5 |
| Commercial Clarity | 84.2 |

## Agent readiness — 48.0 (agent-ready)

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

## Access

Freemium · Self-serve signup — onboarding: self-serve, pricing: freemium, trial: no (confidence: high).

## APIs (4)

- **Inception Chat API** — Chat completion endpoints (OpenAI-compatible).
- **Inception Edit API** — Code edit completion endpoints.
- **Inception FIM API** — Fill-in-the-middle code completion endpoints.
- **Inception Models API** — List available models.

## MCP servers (1)

- **inception-mcp.yml**

## Agentic access (1)

- **Inception Agentic Access** — 7 operations · 3 acting

## Security (2)

- **Inception Authentication** — http · 1 scheme
- **Inception Domain Security** — TLSv1.3 · HSTS · DNSSEC · DMARC

## Plans (1)

- **Inception Plans**

## Tags

Company, Ai Ml, LLM, Artificial Intelligence, Diffusion Models, Code Completion, Machine Learning, Developer Tools

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