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
63.0/100 strong ▬ flat Agent 34/100 agent ready saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0
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 2026-09-08 · rubric v0.20.0
Composite quality — 63.0/100 · strong
Contract Quality 13.0 / 23
Developer Ergonomics 12.4 / 18
Access Clarity 15.2 / 18
Operational Transparency 4.9 / 12
Contract Governance 2.0 / 11
Discoverability 7.3 / 9
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
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.
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
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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