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 7 API contracts indexed on the APIs.io network, including Catalog API, Inference API, Status API, and 4 more. Tagged areas include AI/ML inference, LLM API gateway, Responses-compatible API, Coding-agent tooling, and Developer Tools.

The Infer by Flow7 catalog on APIs.io includes 1 Spectral governance ruleset.

Infer by Flow7’s developer surface includes documentation, API reference, getting-started guide, support, pricing, signup flow, changelog, and 21 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

68.5/100 exemplar ▬ flat Agent 36/100 agent ready saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessPaid

1 published contract 3 Agent Skills

AI/ML inferenceLLM API gatewayResponses-compatible APICoding-agent toolingDeveloper Tools Usage-Based BillingPrepaid billingAgent-Native Agent Skills Model Routing

What this lets a business do 3

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

AI Model Services

AE-110

Chat CompletionsGenerationMessages

POST /v1/chat/completions POST /v1/messages POST /v1/images/generations POST /v1/videos

Information & Data Management

BC-610

Inference

POST /v1/responses

Subscription Billing & Revenue Management

BC-4250

Usage

GET /v1/usage/receipts/{receiptId}

Kin Score

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

Composite quality — 68.5/100 · exemplar

Contract Quality 10.6 / 19

Developer Ergonomics 10.4 / 15

Access Clarity 12.6 / 15

Operational Transparency 4.1 / 10

Contract Governance 2.9 / 9

Discoverability 5.9 / 8

Regulatory Posture 6.8 / 15

Create-or-Update Ergonomics 2.8 / 10

Agent readiness — 36/100 · 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

Pagination 0 / 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 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/.

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

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
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)

8 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 56.4 — up to +10.9 composite points
Contract Governance scores 31.8 — up to +8.2 composite points
Operational Transparency scores 42.1 — up to +7.5 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/infer-by-flow7/apis.yml: open an issue on github.com/api-evangelist/infer-by-flow7 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 →

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Agent Skills

measured — observed by APIs.io (published)

OpenAPI

measured — observed by APIs.io (published)

APIs 7

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.

Infer by Flow7 Generation API

The Generation API from Infer by Flow7 — 6 operation(s) for generation.

Infer by Flow7 Messages API

The Messages API from Infer by Flow7 — 1 operation(s) for messages.

Infer by Flow7 Usage API

Completed metered usage and charge receipts.

Infer by Flow7 Chat Completions API

The Chat Completions API from Infer by Flow7 — 1 operation(s) for chat completions.

Scroll for all 7

Open Collections 1

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

Infer by Flow7 Public API

OPEN COLLECTION

Agent Skills 3

Packaged agent skills for driving this provider's APIs from an AI assistant.

codex-provider-doctor

AGENT SKILL

infer-codex-provider

AGENT SKILL

infer-opencode-provider

AGENT SKILL

Infer by Flow7 API pricing

Prices published by Infer by Flow7.

Plan	Price
Low cost	—
Balanced	—
Stable	—
Official API	—

Plan details, limits and sources →

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

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Infer by Flow7

SLA

FinOps 1

Cost, billing, and metering signals for API financial operations.

Infer By Flow7 Finops

FINOPS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Infer by Flow7 API Rules

72 rules · 63 errors 4 warnings 5 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Infer By Flow7 Public Api Overlay

10 actions · update · infer-by-flow7-public-api-openapi.yml

GENERATED

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

1 scope · bearer token (not OAuth)

1 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 5

Status, limits, changes, and where to get help

RateLimits

Support

StatusPage

StatusPage

ChangeLog

Commercial 4

Pricing, plans, and the legal terms of use

Plans

Pricing

TermsOfService

PrivacyPolicy

Company 1

The organization behind the API

BlogRSS

BlogRSS

Other 4

Properties that don't map to a standard resource type

CapabilityMap

Overlay

APICatalog

APIsJSON

Source (apis.yml)

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: '2026-11-06'
  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
- aid: infer-by-flow7:infer-by-flow7-generation-api
  name: Infer by Flow7 Generation API
  description: The Generation API from Infer by Flow7 — 6 operation(s) for generation.
  humanURL: https://infer.flow7.org/docs
  baseURL: https://infer.flow7.org/v1
  tags:
  - Generation
  properties:
  - type: OpenAPI
    url: openapi/infer-by-flow7-generation-api-openapi.yml
- aid: infer-by-flow7:infer-by-flow7-messages-api
  name: Infer by Flow7 Messages API
  description: The Messages API from Infer by Flow7 — 1 operation(s) for messages.
  humanURL: https://infer.flow7.org/docs
  baseURL: https://infer.flow7.org/v1
  tags:
  - Message
  tags_raw:
  - Messages
  properties:
  - type: OpenAPI
    url: openapi/infer-by-flow7-messages-api-openapi.yml
- aid: infer-by-flow7:infer-by-flow7-usage-api
  name: Infer by Flow7 Usage API
  description: Completed metered usage and charge receipts.
  humanURL: https://infer.flow7.org/docs
  baseURL: https://infer.flow7.org/v1
  tags:
  - Usage
  properties:
  - type: OpenAPI
    url: openapi/infer-by-flow7-usage-api-openapi.yml
- aid: infer-by-flow7:infer-by-flow7-chat-completions-api
  name: Infer by Flow7 Chat Completions API
  description: The Chat Completions API from Infer by Flow7 — 1 operation(s) for chat completions.
  humanURL: https://infer.flow7.org/docs
  baseURL: https://infer.flow7.org/v1
  tags:
  - Chat Completions
  properties:
  - type: OpenAPI
    url: openapi/infer-by-flow7-chat-completions-api-openapi.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: Plans
  url: plans/infer-by-flow7-plans-pricing.yml
- type: RateLimits
  url: rate-limits/infer-by-flow7-rate-limits.yml
- type: CapabilityMap
  url: capabilities/infer-by-flow7-capability-edges.yml
  name: Infer by Flow7 Business Capability Map
- 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

Infer by Flow7 API — frequently asked questions

Does Infer by Flow7 have an API?

Yes. APIs.io lists 7 APIs from Infer by Flow7, including Infer by Flow7 Catalog API, Infer by Flow7 Inference API and Infer by Flow7 Status API, and 4 more.

Is there an OpenAPI specification for the Infer by Flow7 API?

Yes. APIs.io indexes 7 OpenAPI specifications for Infer by Flow7, each linked for download from this page.

How do I authenticate with the Infer by Flow7 API?

Infer by Flow7 uses bearer-token authentication (1 scheme). The details are profiled on APIs.io as Infer By Flow7 Authentication.

How much does the Infer by Flow7 API cost?

APIs.io lists 4 pricing plans for Infer by Flow7, with each plan's price, limits and inclusions under Pricing on this page.

Is the Infer by Flow7 API ready for AI agents?

Infer by Flow7 has a Kin Score of 68.5 out of 100 (exemplar) and an Agent Readiness score of 36.4 (agent-ready), scored by API Evangelist on 2026-11-06.

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