Kneron website screenshot

Kneron

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.

Kneron is profiled on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Edge AI, Semiconductors, and Neural Processing Unit.

Kneron’s developer surface includes documentation, API reference, getting-started guide, support, FAQ, engineering blog, signup flow, and 22 more developer resources.

25.2/100 emerging ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-08-17 · rubric v0.11.0
0 APIs
CompanyArtificial IntelligenceEdge AISemiconductorsNeural Processing UnitMachine LearningComputer VisionAIoTHardwareLarge Language ModelsOn-Premise AISDKEmbedded Systems

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-17 · rubric v0.11.0
Composite quality — 25.2/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 10.9 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 6.9 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/kneron: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Kneron Domain Security

TLSv1.2 · DMARC

SECURITY

Resources

Get Started 4

Portal, sign-up, and the first successful call

Documentation 2

Reference material describing how the API behaves

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Build 4

SDKs, sample code, and the tooling you integrate with

Access & Security 1

Authentication, authorization, and security posture

Operate 4

Status, limits, changes, and where to get help

Commercial 2

Pricing, plans, and the legal terms of use

Company 5

The organization behind the API

Other 5

Properties that don't map to a standard resource type

Source (apis.yml)

apis.yml Raw ↑
aid: kneron
name: Kneron
description: '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.'
url: https://raw.githubusercontent.com/api-evangelist/kneron/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
x-tier: profiled
x-tier-reason: enrichment-pipeline
image: https://www.kneron.com/image/cover.jpg
specificationVersion: '0.20'
created: '2026-08-04'
modified: '2026-08-04'
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
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/kneron-domain-security.yml
- type: Website
  url: https://www.kneron.com/
- type: DeveloperPortal
  url: https://www.kneron.com/developer_center/
- type: Documentation
  url: https://doc.kneron.com/docs/
- type: APIReference
  name: Kneron PLUS Python API document
  url: https://doc.kneron.com/docs/plus_python/api_document/
- type: GettingStarted
  url: https://doc.kneron.com/docs/plus_c/getting_started/
- type: Downloads
  url: https://www.kneron.com/support/developers/
- type: Support
  url: https://www.kneron.com/support/
- type: Community
  name: Kneron Developer Forums
  url: https://www.kneron.com/forum/
- type: FAQ
  url: https://www.kneron.com/support/developers/faq/
- type: Blog
  url: https://www.kneron.com/news/blog/
- type: GitHubOrganization
  url: https://github.com/kneron
- type: DockerHub
  url: https://hub.docker.com/u/kneron
- type: SignUp
  name: KNEO marketplace registration
  url: https://kneo.kneron.com/register
- type: Login
  url: https://www.kneron.com/login/
- type: TermsOfService
  name: KNEO terms of service
  url: https://kneo.kneron.com/conditions-of-use
- type: PrivacyPolicy
  name: KNEO privacy notice
  url: https://kneo.kneron.com/privacy-notice
- type: Contact
  url: https://www.kneron.com/contact/
- type: About
  url: https://www.kneron.com/about/
- type: Careers
  url: https://www.kneron.com/careers/
- type: LinkedIn
  url: https://www.linkedin.com/company/18611732/
- type: Marketplace
  name: KNEO AI app marketplace
  url: https://kneo.kneron.com/
- type: Product
  name: KneoEdge on-premise LLM appliances
  url: https://kneoedge.kneron.com/
- type: LLMsTxt
  url: llms/kneron-llms.txt
- type: Packages
  url: packages/kneron-packages.yml
- type: SDKs
  url: packages/kneron-packages.yml
- type: Lifecycle
  url: lifecycle/kneron-lifecycle.yml
- type: CLI
  url: cli/kneron-cli.yml
- type: SecondaryMarket
  url: https://forgeglobal.com/kneron_stock/
x-enrichment:
  date: '2026-08-04'
  status: enriched
  artifacts_added: 6
  pass: local-v1