Infer by Flow7 website screenshot

Infer by Flow7

A single Responses-compatible inference API that fronts multiple model families through a private, opaque supplier pool. Public paid beta offering a prepaid-wallet billing model, locked prices, spending limits, and per-call receipts for accountable coding-agent inference. Four operations — two of them unauthenticated — cover a machine-readable price catalog, per-model route status with p95 latency, an authenticated selector list, and the Responses endpoint itself. Distinguished by an unusually legible commercial surface: the full rate card, including per-tier margin floors and dated market-reference discounts, is served as JSON without a key, and every completed request returns a receipt with the locked price version and the exact charge.

Infer by Flow7 publishes 3 APIs on the APIs.io network: Catalog API, Inference API, and Status API. Tagged areas include AI/ML inference, LLM API gateway, Responses-compatible API, Coding-agent tooling, and Developer Tools.

Infer by Flow7’s developer surface includes documentation, API reference, getting-started guide, support, pricing, signup flow, changelog, and 18 more developer resources.

🌐 Visit website 📡 Source on GitHub
65.7/100 strong ▬ flat Agent 34/100 agent ready saas Full breakdown ↓
scored 2026-09-25 · rubric v0.23.0
AccessPaid
2 APIs
AI/ML inferenceLLM API gatewayResponses-compatible APICoding-agent toolingDeveloper ToolsUsage-Based BillingPrepaid billingAgent-NativeAgent SkillsModel Routing

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-09-25 · rubric v0.23.0
Composite quality — 65.7/100 · strong
Contract Quality 9.8 / 19
Developer Ergonomics 10.4 / 15
Access Clarity 12.6 / 15
Operational Transparency 4.1 / 10
Contract Governance 1.6 / 9
Discoverability 5.9 / 8
Regulatory Posture 6.8 / 15
Create-or-Update Ergonomics 2.8 / 10
Agent readiness — 34/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 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
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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.
The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% 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/. 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 github.com/api-evangelist/infer-by-flow7: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 3

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

Infer by Flow7 Catalog API

Model selectors, published prices, and route capability metadata.

Infer by Flow7 Inference API

Authenticated customer inference operations.

Infer by Flow7 Status API

Customer-facing service state without private routing topology.

Open Collections 1

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Infer by Flow7 Public API

OPEN COLLECTION

Pricing Plans 1

Published pricing tiers and plan structures.

Infer By Flow7 Plans Pricing

4 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Infer By Flow7 Rate Limits

0 limits

RATE LIMITS

Security Posture 4

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

Infer By Flow7 Authentication

1 scheme

SECURITY

Infer By Flow7 Domain Security

TLSv1.3 · HSTS

SECURITY

Infer By Flow7 Vulnerability Disclosure

Hackerone

SECURITY

Infer By Flow7 Trust Center

trust center published

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Infer By Flow7 Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal
DeveloperPortal
 GettingStarted
GettingStarted
 SignUp
SignUp

Documentation 2

Reference material describing how the API behaves

Documentation
Documentation
 APIReference
APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgentSkill
AgentSkill
 AgentSkill
AgentSkill
 X-MCPServerCandidate
X-MCPServerCandidate
 WellKnown
WellKnown

Build 1

SDKs, sample code, and the tooling you integrate with

Packages
Packages

Access & Security 4

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity
 Security
Security
 VulnerabilityDisclosure
VulnerabilityDisclosure
 Compliance
Compliance

Operate 4

Status, limits, changes, and where to get help

Support
Support
 StatusPage
StatusPage
 StatusPage
StatusPage
 ChangeLog
ChangeLog

Commercial 3

Pricing, plans, and the legal terms of use

Pricing
Pricing
 TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 1

The organization behind the API

BlogRSS
BlogRSS

Other 3

Properties that don't map to a standard resource type

Overlay
Overlay
 APICatalog
APICatalog
 APIsJSON
APIsJSON

Source (apis.yml)

apis.yml Raw ↑ 
name: Infer by Flow7
description: 'A single Responses-compatible inference API that fronts multiple model families through a private, opaque supplier
  pool. Public paid beta offering a prepaid-wallet billing model, locked prices, spending limits, and per-call receipts for
  accountable coding-agent inference. Four operations — two of them unauthenticated — cover a machine-readable price catalog,
  per-model route status with p95 latency, an authenticated selector list, and the Responses endpoint itself. Distinguished
  by an unusually legible commercial surface: the full rate card, including per-tier margin floors and dated market-reference
  discounts, is served as JSON without a key, and every completed request returns a receipt with the locked price version
  and the exact charge.'
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: paid
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Paid
  confidence: high
  source:
  - plans
  - authentication
  - scopes
  - rate-limits
  - security
  - sandbox
  generated: '2026-09-03'
  method: derived
image: https://infer.flow7.org/assets/og-infer.png?v=20260811
url: https://raw.githubusercontent.com/api-evangelist/infer-by-flow7/refs/heads/main/apis.yml
created: '2026-08-11'
modified: '2026-08-11'
specificationVersion: '0.23'
tags:
- AI/ML inference
- LLM API gateway
- Responses-compatible API
- Coding-agent tooling
- Developer Tools
- Usage-Based Billing
- Prepaid billing
- Agent-Native
- Agent Skills
- Model Routing
tags_raw:
- AI/ML inference
- LLM API gateway
- Responses-compatible API
- Coding-agent tooling
- Developer tools
- Usage-based billing
- Prepaid billing
- Agent-native
- Agent Skills
- Model routing
- agent-native
apis:
- aid: infer-by-flow7:infer-by-flow7-catalog-api
  name: Infer by Flow7 Catalog API
  description: Model selectors, published prices, and route capability metadata.
  humanURL: https://infer.flow7.org/docs
  baseURL: https://infer.flow7.org/v1
  tags:
  - Catalog
  properties:
  - type: OpenAPI
    url: openapi/infer-by-flow7-catalog-api-openapi.yml
  - type: Documentation
    url: https://infer.flow7.org/docs
  - type: APIReference
    url: https://infer.flow7.org/docs
  - type: LLMsTxt
    url: https://infer.flow7.org/llms.txt
  - type: LLMsTxt
    url: llms/infer-by-flow7-llms.txt
  - type: Authentication
    url: authentication/infer-by-flow7-authentication.yml
  - type: Conventions
    url: conventions/infer-by-flow7-conventions.yml
  - type: Idempotency
    url: conventions/infer-by-flow7-conventions.yml
  - type: ErrorCatalog
    url: errors/infer-by-flow7-problem-types.yml
  - type: RateLimits
    url: rate-limits/infer-by-flow7-rate-limits.yml
  - type: Plans
    url: plans/infer-by-flow7-plans-pricing.yml
  - type: Sandbox
    url: sandbox/infer-by-flow7-sandbox.yml
  - type: DataModel
    url: data-model/infer-by-flow7-data-model.yml
  - type: Lifecycle
    url: lifecycle/infer-by-flow7-lifecycle.yml
  - type: ChangeLog
    url: changelog/infer-by-flow7-changelog.yml
  - type: Conformance
    url: conformance/infer-by-flow7-conformance.yml
- aid: infer-by-flow7:infer-by-flow7-inference-api
  name: Infer by Flow7 Inference API
  description: Authenticated customer inference operations.
  humanURL: https://infer.flow7.org/docs
  baseURL: https://infer.flow7.org/v1
  tags:
  - Inference
  properties:
  - type: OpenAPI
    url: openapi/infer-by-flow7-inference-api-openapi.yml
  - type: Documentation
    url: https://infer.flow7.org/docs
  - type: APIReference
    url: https://infer.flow7.org/docs
  - type: LLMsTxt
    url: https://infer.flow7.org/llms.txt
  - type: LLMsTxt
    url: llms/infer-by-flow7-llms.txt
  - type: Authentication
    url: authentication/infer-by-flow7-authentication.yml
  - type: Conventions
    url: conventions/infer-by-flow7-conventions.yml
  - type: Idempotency
    url: conventions/infer-by-flow7-conventions.yml
  - type: ErrorCatalog
    url: errors/infer-by-flow7-problem-types.yml
  - type: RateLimits
    url: rate-limits/infer-by-flow7-rate-limits.yml
  - type: Plans
    url: plans/infer-by-flow7-plans-pricing.yml
  - type: Sandbox
    url: sandbox/infer-by-flow7-sandbox.yml
  - type: DataModel
    url: data-model/infer-by-flow7-data-model.yml
  - type: Lifecycle
    url: lifecycle/infer-by-flow7-lifecycle.yml
  - type: ChangeLog
    url: changelog/infer-by-flow7-changelog.yml
  - type: Conformance
    url: conformance/infer-by-flow7-conformance.yml
- aid: infer-by-flow7:infer-by-flow7-status-api
  name: Infer by Flow7 Status API
  description: Customer-facing service state without private routing topology.
  humanURL: https://infer.flow7.org/docs
  baseURL: https://infer.flow7.org/v1
  tags:
  - Status
  properties:
  - type: OpenAPI
    url: openapi/infer-by-flow7-status-api-openapi.yml
  - type: Documentation
    url: https://infer.flow7.org/docs
  - type: APIReference
    url: https://infer.flow7.org/docs
  - type: LLMsTxt
    url: https://infer.flow7.org/llms.txt
  - type: LLMsTxt
    url: llms/infer-by-flow7-llms.txt
  - type: Authentication
    url: authentication/infer-by-flow7-authentication.yml
  - type: Conventions
    url: conventions/infer-by-flow7-conventions.yml
  - type: Idempotency
    url: conventions/infer-by-flow7-conventions.yml
  - type: ErrorCatalog
    url: errors/infer-by-flow7-problem-types.yml
  - type: RateLimits
    url: rate-limits/infer-by-flow7-rate-limits.yml
  - type: Plans
    url: plans/infer-by-flow7-plans-pricing.yml
  - type: Sandbox
    url: sandbox/infer-by-flow7-sandbox.yml
  - type: DataModel
    url: data-model/infer-by-flow7-data-model.yml
  - type: Lifecycle
    url: lifecycle/infer-by-flow7-lifecycle.yml
  - type: ChangeLog
    url: changelog/infer-by-flow7-changelog.yml
  - type: Conformance
    url: conformance/infer-by-flow7-conformance.yml
maintainers:
- FN: Infer by Flow7
  org: Flow7
  url: https://infer.flow7.org
generated:
  by: apis.io/add
  model: claude-opus-4-8
  confidence: 97
  at: '2026-08-11T12:17:03.986Z'
common:
- type: AgentSkill
  url: https://infer.flow7.org/.well-known/agent-skills/index.json
- type: AgentSkill
  url: skills/_index.yml
- type: Overlay
  url: overlays/infer-by-flow7-public-api-overlay.yaml
- type: X-MCPServerCandidate
  url: mcp/infer-by-flow7-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: DomainSecurity
  url: security/infer-by-flow7-domain-security.yml
- type: DeveloperPortal
  url: https://infer.flow7.org/
- type: Documentation
  url: https://infer.flow7.org/docs
- type: APIReference
  url: https://infer.flow7.org/docs
- type: GettingStarted
  url: https://infer.flow7.org/docs#quickstart
- type: Support
  url: https://infer.flow7.org/support
- type: BlogRSS
  url: https://infer.flow7.org/feed.xml
- type: Pricing
  url: https://infer.flow7.org/models
- type: SignUp
  url: https://infer.flow7.org/signup
- type: TermsOfService
  url: https://infer.flow7.org/terms
- type: PrivacyPolicy
  url: https://infer.flow7.org/privacy
- type: StatusPage
  url: https://infer.flow7.org/status
- type: StatusPage
  url: lifecycle/infer-by-flow7-lifecycle.yml
- type: WellKnown
  url: well-known/infer-by-flow7-well-known.yml
- type: APICatalog
  url: https://infer.flow7.org/.well-known/api-catalog
- type: APIsJSON
  url: https://infer.flow7.org/.well-known/apis.json
- type: Security
  url: security/infer-by-flow7-vulnerability-disclosure.yml
- type: VulnerabilityDisclosure
  url: security/infer-by-flow7-vulnerability-disclosure.yml
- type: Compliance
  url: conformance/infer-by-flow7-conformance.yml
- type: Packages
  url: packages/infer-by-flow7-packages.yml
- type: ChangeLog
  url: changelog/infer-by-flow7-changelog.yml
x-enrichment:
  date: '2026-08-11'
  status: enriched
  artifacts_added: 28
  pass: local-v1

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