Matwings Technology

Matwings Technology (天鹜科技) is a global, AI-driven full-stack protein research and development platform. Centered on its self-developed MatwingsVenus general large model for protein design, the company integrates an in-house AI biological design agent (MatwingsVenus Agent), a ten-billion-scale protein sequence dataset (MatwingsVenus Pod), and an automated experimental platform (MatwingsVenus Auto) to deliver an end-to-end paradigm that spans AI design through AI validation. Capabilities include AI-directed evolution, AI enzyme mining, and de novo protein design, applied across affinity fillers and consumables, holistic health, and innovative drug discovery. Matwings is a Qiming Venture Partners portfolio company headquartered in Shanghai, with peer-reviewed work at ICLR, NeurIPS, and PNAS. No public developer API, documentation, or SDK is currently published.

Matwings Technology is profiled on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Machine Learning, Protein Design, and Biotechnology.

Matwings Technology’s developer surface includes engineering blog, support, and 3 more developer resources.

🌐 Visit website 📡 Source on GitHub
11.9/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5
0 APIs
CompanyArtificial IntelligenceMachine LearningProtein DesignBiotechnologyDrug DiscoveryLife Sciences

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 11.9/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.3 / 20
Commercial Clarity 2.1 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 6.8 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
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
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/matwings: 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.

Matwings Domain Security

TLSv1.3 · HSTS

SECURITY

Resources

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support
Support

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy
PrivacyPolicy

Company 2

The organization behind the API

Website
Website
 Blog
Blog

Source (apis.yml)

apis.yml Raw ↑ 
aid: matwings
name: Matwings Technology
description: Matwings Technology (天鹜科技) is a global, AI-driven full-stack protein research and development platform. Centered
  on its self-developed MatwingsVenus general large model for protein design, the company integrates an in-house AI biological
  design agent (MatwingsVenus Agent), a ten-billion-scale protein sequence dataset (MatwingsVenus Pod), and an automated experimental
  platform (MatwingsVenus Auto) to deliver an end-to-end paradigm that spans AI design through AI validation. Capabilities
  include AI-directed evolution, AI enzyme mining, and de novo protein design, applied across affinity fillers and consumables,
  holistic health, and innovative drug discovery. Matwings is a Qiming Venture Partners portfolio company headquartered in
  Shanghai, with peer-reviewed work at ICLR, NeurIPS, and PNAS. No public developer API, documentation, or SDK is currently
  published.
url: https://raw.githubusercontent.com/api-evangelist/matwings/refs/heads/main/apis.yml
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://www.matwings.com/themes/basic/skin/images/favicon.svg
x-type: company
x-source: vc-portfolio
x-backed-by:
- qiming
x-tier: stub
x-tier-reason: portfolio-lead
x-industry: AI protein design / biotechnology
x-related-domains:
- matvenus.com
- aizyme.cn
- genaiwings.com
x-linkedin: https://www.linkedin.com/company/matwings/
x-products:
- MatwingsVenus Agent
- MatwingsVenus PLM (protein large model)
- MatwingsVenus Auto
- MatwingsVenus Pod
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-20'
tags:
- Company
- Artificial Intelligence
- Machine Learning
- Protein Design
- Biotechnology
- Drug Discovery
- Life Sciences
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://www.matwings.com
- type: Blog
  url: https://www.matwings.com/site/company-news
- type: Support
  url: https://www.matwings.com/site/contact-us
- type: PrivacyPolicy
  url: https://www.matwings.com/site/privacy-policy
- type: DomainSecurity
  url: security/matwings-domain-security.yml
x-enrichment:
  date: '2026-07-20'
  status: minimal
  artifacts_added: 1
  pass: local-v1