# Kneron

**Canonical:** https://apis.io/providers/kneron/  
**Website:** https://www.kneron.com/  
**APIs profiled:** 0

Kneron is a full-stack edge AI company founded in October 2015 by Albert Liu and headquartered in San Diego, California, with operations in Taipei. It designs its own reconfigurable neural processing unit (NPU) architecture and ships it as edge AI system-on-chip silicon — the KL520, KL720, KL630, KL730, KL830 and KL1140 lines — together with the software needed to run models on that silicon: the Kneron PLUS (KP) inference SDK for C, C++ and Python, per-device firmware SDKs, and a model toolchain of ONNX converter, compiler, quantizer, evaluator and simulator distributed as the kneron/toolchain container. Products built on the stack include the KNEO Pi single-board computer and its developer community, the KNEO marketplace of edge AI applications, the KNEO 300/330 private edge GPT servers and the KneoEdge line of on-premise LLM and VLM appliances aimed at healthcare, finance and government buyers who need air-gapped inference. Kneron has raised roughly $190M from Horizons Ventures, Alibaba Entrepreneurs Fund, Qualcomm, Sequoia Capital, CDIB, Foxconn and Himax. Kneron publishes no public HTTP API: contract discovery across www.kneron.com, doc.kneron.com, kneo.kneron.com and kneoedge.kneron.com found no OpenAPI, Swagger, GraphQL, AsyncAPI, MCP or A2A surface, and no /.well-known/ documents. Its programmable surface is the on-device KP API plus toolchain CLIs, and its one machine-readable agent-facing artifact is a published llms.txt at kneoedge.kneron.com describing the on-premise LLM appliance line.

## Kin Score — 25.2 / 100 (emerging)

Scored 2026-08-17 under rubric 0.11.0. Trend: flat (+0.0 from 25.2).

| Facet | Score |
|---|---|
| Discoverability | 68.5 |
| Contract Quality | 0.0 |
| Governance | 0.0 |
| Operational Transparency | 5.3 |
| Developer Ergonomics | 54.3 |
| Commercial Clarity | 34.2 |

## Agent readiness — 0.0 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| MCP Server | no |
| Auth Clarity | no |
| 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 |

## Security (1)

- **Kneron Domain Security** — TLSv1.2 · DMARC

## Tags

Company, Artificial Intelligence, Edge AI, Semiconductors, Neural Processing Unit, Machine Learning, Computer Vision, AIoT, Hardware, Large Language Models, On-Premise AI, SDK, Embedded Systems

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