Transwarp

Transwarp Technology (星环科技) is a Shanghai-based enterprise big data and AI infrastructure software company backed by Qiming Venture Partners. Its self-hosted platform spans Transwarp Data Hub (TDH, including a free Community Edition) with the Inceptor SQL analytics engine, Slipstream real-time stream computing, Hyperbase wide-table store, StellarDB distributed graph database, TimeLyre time-series and Scope search engines, the ArgoDB analytical database, the Sophon AI platform (Base, MLDev, MLOps, LLMOps), the TDC data cloud, and the Hippo distributed vector database. Hippo exposes a documented RESTful API and Python API, with an official hippo-api client library published on PyPI.

Transwarp is listed with 1 API on the APIs.io network. Tagged areas include Company, Big Data, Database, Vector Search, and Artificial Intelligence.

Transwarp’s developer surface includes changelog, documentation, API reference, getting-started guide, engineering blog, support, and 8 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

20.9/100 emerging ▬ flat Agent 0/100 human only Heartbeat 100/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 API

Company Big Data Database Vector Search Artificial Intelligence Data AnalyticsGraph DatabasesChina

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 20.9/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 7.3 / 17

Access Clarity 3.6 / 17

Operational Transparency 1.7 / 11

Contract Governance 0.0 / 10

Discoverability 5.5 / 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

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) 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.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

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/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes

13 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points
Access Clarity scores 21.1 — up to +15.8 composite points
Contract Governance scores 0.0 — up to +12.0 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/transwarp/apis.yml: open an issue on github.com/api-evangelist/transwarp to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
Red Hat Certified Ecosystem (certified partner containers + certified OpenShift operators)	standard	23.6 (thin)	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

Transwarp Hippo RESTful API

REST interface of the Transwarp Hippo distributed vector database. The published reference covers database and table operations, data writes, import/export (standalone mode), in...

Security Posture 1

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

Transwarp Domain Security

TLSv1.3 · HSTS

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

WellKnown

WellKnown

LLMsTxt

LLMsTxt

Build 2

SDKs, sample code, and the tooling you integrate with

Packages

Packages

SDKs

SDKs

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 2

Status, limits, changes, and where to get help

ChangeLog

ChangeLog

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Source (apis.yml)

aid: transwarp
name: Transwarp
description: Transwarp Technology (星环科技) is a Shanghai-based enterprise big data and AI infrastructure software company backed
  by Qiming Venture Partners. Its self-hosted platform spans Transwarp Data Hub (TDH, including a free Community Edition)
  with the Inceptor SQL analytics engine, Slipstream real-time stream computing, Hyperbase wide-table store, StellarDB distributed
  graph database, TimeLyre time-series and Scope search engines, the ArgoDB analytical database, the Sophon AI platform (Base,
  MLDev, MLOps, LLMOps), the TDC data cloud, and the Hippo distributed vector database. Hippo exposes a documented RESTful
  API and Python API, with an official hippo-api client library published on PyPI.
url: https://raw.githubusercontent.com/api-evangelist/transwarp/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- qiming
x-tier: stub
x-tier-reason: portfolio-lead
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - security
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-21'
image: https://community.transwarp.cn/_nuxt/logo.A4InilEF.png
tags:
- Company
- Big Data
- Database
- Vector Search
- Artificial Intelligence
- Data Analytics
- Graph Databases
- China
tags_raw:
- Company
- Big Data
- Databases
- Vector Databases
- Artificial Intelligence
- Data Analytics
- Graph Databases
- China
- Vector Database
apis:
- aid: transwarp:hippo-restful-api
  name: Transwarp Hippo RESTful API
  description: REST interface of the Transwarp Hippo distributed vector database. The published reference covers database
    and table operations, data writes, import/export (standalone mode), index operations, vector retrieval and query operations,
    cluster information, user ACL, tasks, recycle bin, cross-cluster synchronization, backup and restore, binary/sparse/high-dimensional
    vector types, full-text and hybrid search, table templates, lifecycle management, array operations, storage/memory quotas,
    and data encryption at rest. Hippo is self-hosted software, so the API is served from the customer's own deployment rather
    than a public cloud endpoint.
  humanURL: https://www.transwarp.cn/doc/hippo/2.0-CN/restful-api
  tags:
  - Vector Search
  - Search
  - Artificial Intelligence
  tags_raw:
  - Vector Databases
  - Search
  - Artificial Intelligence
  - Vector Database
  properties:
  - type: Documentation
    url: https://www.transwarp.cn/doc/hippo/2.0-CN
  - type: APIReference
    url: https://www.transwarp.cn/doc/hippo/2.0-CN/restful-api
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/transwarp-domain-security.yml
- type: Packages
  url: packages/transwarp-packages.yml
- type: SDKs
  url: packages/transwarp-packages.yml
- type: WellKnown
  url: well-known/transwarp-well-known.yml
- type: LLMsTxt
  url: llms/transwarp-llms.txt
- type: ChangeLog
  url: changelog/transwarp-changelog.yml
- type: Website
  url: https://www.transwarp.cn
- type: Documentation
  url: https://www.transwarp.cn/doc
- type: APIReference
  url: https://www.transwarp.cn/doc/hippo/2.0-CN/restful-api
- type: GettingStarted
  url: https://www.transwarp.cn/doc/tdh-community-edition/2024.5/TDH-CE-QuickStartManual
- type: Blog
  url: https://www.transwarp.cn/blog
- type: Support
  url: https://community.transwarp.cn
- type: TermsOfService
  url: https://www.transwarp.cn/clause
- type: PrivacyPolicy
  url: https://www.transwarp.cn/privacy
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 5
  pass: local-v1

Transwarp API — frequently asked questions

Does Transwarp have an API?

Yes. APIs.io lists 1 API from Transwarp, including Transwarp Hippo RESTful API.

Is the Transwarp API ready for AI agents?

Transwarp has a Kin Score of 20.9 out of 100 (emerging) and an Agent Readiness score of 0.0 (human-only), scored by API Evangelist on 2026-11-06.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

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Tools for providers

9 MCP tools reach this

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get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
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