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

7.6/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-08-20 · rubric v0.12.0

0 APIs

CompanyArtificial IntelligenceMachine-LearningProtein DesignBiotechnologyDrug DiscoveryLife Sciences

Kin Score

Kin Score How this is scored →
scored 2026-08-20 · rubric v0.12.0

Composite quality — 7.6/100 · minimal

Contract Quality 0.0 / 21

Developer Ergonomics 1.2 / 17

Access Clarity 1.8 / 17

Operational Transparency 0.0 / 11

Contract Governance 0.0 / 10

Discoverability 4.3 / 9

Regulatory Posture 1.9 / 15

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

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

Regulatory Posture applies to this provider. Its tags matched the Health regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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 →

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)

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: '0.23'
created: '2026-07-17'
modified: '2026-07-20'
tags:
- Company
- Artificial Intelligence
- Machine-Learning
- Protein Design
- Biotechnology
- Drug Discovery
- Life Sciences
tags_raw:
- 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