agentfabric-dev

AgentFabric.dev provides a Human Review & Approval API for AI agents, enabling agents to send generated content such as URLs, images, and documents to human reviewers for approval, feedback, and audit trails. It supports both Model Context Protocol (MCP) and traditional REST interfaces, offering self‑sign‑up via create_tenant, no credit‑card required, and a dashboard for managing reviews. This service is designed to integrate seamlessly with AI workflows, ensuring compliance and oversight.

agentfabric-dev is listed with 2 APIs on the APIs.io network. Tagged areas include Company, AI, HumanReview, MCP, and REST.

The agentfabric-dev catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

agentfabric-dev’s developer surface includes authentication, documentation, getting-started guide, signup flow, and 11 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

26.7/100 thin Agent 19/100 agent aware Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

2 APIs

CompanyAIHumanReviewMCP REST Automation

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 26.7/100 · thin

Contract Quality 5.5 / 21

Developer Ergonomics 7.3 / 17

Access Clarity 2.2 / 17

Operational Transparency 0.0 / 11

Contract Governance 2.2 / 10

Discoverability 5.3 / 9

Regulatory Posture 2.3 / 15

Agent readiness — 19/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 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 4 / 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

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):

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
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)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)

11 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 26.0 — up to +18.5 composite points
Access Clarity scores 13.2 — up to +17.4 composite points
Operational Transparency scores 0.0 — up to +13.0 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/agentfabric-dev/apis.yml: open an issue on github.com/api-evangelist/agentfabric-dev 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 →

APIs 2

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

AgentFabric REST API

Human Review & Approval REST API as documented

agentfabric-dev API

agentfabric-dev API as documented publicly: 31 operations. Contract generated from the documentation by API Evangelist (2026-10-30); not the provider's own document.

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Agentfabric Dev Context

41 classes · 63 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

agentfabric-dev API Rules

13 rules · 10 errors 1 warnings 2 info

SPECTRAL

JSON Schema 6

Standalone JSON Schema definitions for this provider's data models.

GetV1ReviewRequestidResponse

8 properties

JSON SCHEMA

PostV1ReviewRequestidDecisionRequest

3 properties

JSON SCHEMA

PostV1ReviewRequestidDecisionResponse

3 properties

JSON SCHEMA

PostV1ReviewRequestidNotifyResponse

2 properties

JSON SCHEMA

PostV1ReviewRequestsRequest

5 properties

JSON SCHEMA

PostYourEndpointRequest

4 properties

JSON SCHEMA

Security Posture 2

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

Agentfabric Dev Authentication

5 schemes

SECURITY

Agentfabric Dev Domain Security

TLSv1.3 · DMARC

SECURITY

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

Conformance

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Company 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: agentfabric-dev
name: agentfabric-dev
description: AgentFabric.dev provides a Human Review & Approval API for AI agents, enabling agents to send generated content
  such as URLs, images, and documents to human reviewers for approval, feedback, and audit trails. It supports both Model
  Context Protocol (MCP) and traditional REST interfaces, offering self‑sign‑up via create_tenant, no credit‑card required,
  and a dashboard for managing reviews. This service is designed to integrate seamlessly with AI workflows, ensuring compliance
  and oversight.
url: https://artifacts.apis.io/agentfabric-dev/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-30 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-30'
modified: '2026-10-30'
tags:
- Company
- AI
- HumanReview
- MCP
- REST
- Automation
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/agentfabric-dev-rules.yml
- type: JSONLD
  url: json-ld/agentfabric-dev-context.jsonld
- type: Vocabulary
  url: vocabulary/agentfabric-dev-vocabulary.yml
- type: DataModel
  url: data-model/agentfabric-dev-data-model.yml
- type: Authentication
  url: authentication/agentfabric-dev-authentication.yml
- type: Conformance
  url: conformance/agentfabric-dev-conformance.yml
- type: LLMsTxt
  url: llms/agentfabric-dev-llms.txt
- type: Hosts
  url: hosts/agentfabric-dev-hosts.yml
- type: Vendors
  url: vendors/agentfabric-dev-vendors.yml
- type: DeveloperPortal
  url: https://dev.agentfabric.dev/
- type: DomainSecurity
  url: security/agentfabric-dev-domain-security.yml
- type: Website
  url: https://agentfabric.dev/
- type: Documentation
  url: https://agentfabric.dev/docs/
- type: GettingStarted
  url: https://agentfabric.dev/signup/
- type: SignUp
  url: https://agentfabric.dev/signup/
apis:
- name: AgentFabric REST API
  description: Human Review & Approval REST API as documented
  humanURL: https://agentfabric.dev/docs/rest
  baseURL: https://rest.agentfabric.dev
  aid: agentfabric-dev:agentfabric-rest-api
- aid: agentfabric-dev:agentfabric-dev-api
  name: agentfabric-dev API
  description: 'agentfabric-dev API as documented publicly: 31 operations. Contract generated from the documentation by API
    Evangelist (2026-10-30);

    not the provider''s own document.'
  humanURL: https://agentfabric.dev/docs
  baseURL: https://rest.agentfabric.dev
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/agentfabric-dev-openapi-generated.yml
    x-provenance: generated
  - type: JSONSchema
    url: json-schema/agentfabric-dev-post-v1-review-requests-request-schema.json
  - type: JSONSchema
    url: json-schema/agentfabric-dev-get-v1-review-requestid-response-schema.json
  - type: JSONSchema
    url: json-schema/agentfabric-dev-post-your-endpoint-request-schema.json
  - type: JSONSchema
    url: json-schema/agentfabric-dev-post-v1-review-requestid-decision-response-schema.json
  - type: JSONSchema
    url: json-schema/agentfabric-dev-post-v1-review-requestid-decision-request-schema.json
  - type: JSONSchema
    url: json-schema/agentfabric-dev-post-v1-review-requestid-notify-response-schema.json
x-enrichment:
  date: '2026-10-30'
  status: enriched
  artifacts_added: 23
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

agentfabric-dev API — frequently asked questions

Does agentfabric-dev have an API?

Yes. APIs.io lists 2 APIs from agentfabric-dev, including AgentFabric REST API and agentfabric-dev API.

Is there an OpenAPI specification for the agentfabric-dev API?

Yes. APIs.io indexes 1 OpenAPI specification for agentfabric-dev, each linked for download from this page.

How do I authenticate with the agentfabric-dev API?

agentfabric-dev uses bearer-token authentication (5 schemes). The details are profiled on APIs.io as Agentfabric Dev Authentication.

Is the agentfabric-dev API ready for AI agents?

agentfabric-dev has a Kin Score of 26.7 out of 100 (thin) and an Agent Readiness score of 19.4 (agent-aware), scored by API Evangelist on 2026-10-31.

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