needhuman-ai

NeedHuman AI provides Human-as-a-Service platform enabling AI agents to outsource tasks to human workers. The service offers an API for creating, listing, and managing tasks, with endpoints for registration, health checks, and tool integration. It aims to bridge the gap between automated AI processes and human expertise, supporting scalable human-in-the-loop workflows for diverse applications.

needhuman-ai is listed with 2 APIs on the APIs.io network. Tagged areas include Company, AI, Human-in-the-loop, Platform, and Automation.

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

🌐 Visit website 📡 Profile data on GitHub

32.8/100 thin Agent 23/100 agent aware Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

2 APIs

CompanyAIHuman-in-the-loopPlatform Automation

Kin Score

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

Composite quality — 32.8/100 · thin

Contract Quality 11.5 / 21

Developer Ergonomics 0.0 / 17

Access Clarity 1.8 / 17

Operational Transparency 1.2 / 11

Contract Governance 8.1 / 10

Discoverability 4.9 / 9

Regulatory Posture 2.9 / 15

Agent readiness — 23/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 7 / 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

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):

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)
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)

9 more unmet checks in the Agent Readiness table above.

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

Developer Ergonomics scores 0.0 — up to +20.0 composite points
Access Clarity scores 10.5 — up to +17.9 composite points
Operational Transparency scores 10.5 — up to +11.6 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/needhuman-ai/apis.yml: open an issue on github.com/api-evangelist/needhuman-ai 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.

NeedHuman AI API

Human-as-a-Service API for AI agents, enabling task delegation to human workers.

needhuman-ai API

needhuman-ai API as documented publicly: 6 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.

Needhuman Ai Context

8 classes · 21 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

needhuman-ai API Rules

12 rules · 10 errors 1 warnings 1 info

SPECTRAL

JSON Schema 6

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

GetApiV1HealthResponse

2 properties

JSON SCHEMA

GetApiV1TasksResponse

1 properties

JSON SCHEMA

PatchApiV1TasksTaskidRequest

5 properties

JSON SCHEMA

PatchApiV1TasksTaskidResponse

14 properties

JSON SCHEMA

PostApiV1KeysRegisterResponse

3 properties

JSON SCHEMA

PostApiV1TasksResponse

12 properties

JSON SCHEMA

Security Posture 2

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

Needhuman Ai Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Needhuman Ai Vulnerability Disclosure

security.txt · contact published

SECURITY

Resources

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

Conformance

Access & Security 4

Authentication, authorization, and security posture

Security

Security

SecurityTxt

SecurityTxt

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Commercial 1

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

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: needhuman-ai
name: needhuman-ai
image: https://needhuman.ai/og.png
description: NeedHuman AI provides Human-as-a-Service platform enabling AI agents to outsource tasks to human workers. The
  service offers an API for creating, listing, and managing tasks, with endpoints for registration, health checks, and tool
  integration. It aims to bridge the gap between automated AI processes and human expertise, supporting scalable human-in-the-loop
  workflows for diverse applications.
url: https://artifacts.apis.io/needhuman-ai/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
- Human-in-the-loop
- Platform
- Automation
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/needhuman-ai-rules.yml
- type: JSONLD
  url: json-ld/needhuman-ai-context.jsonld
- type: Vocabulary
  url: vocabulary/needhuman-ai-vocabulary.yml
- type: DataModel
  url: data-model/needhuman-ai-data-model.yml
- type: Security
  url: security/needhuman-ai-vulnerability-disclosure.yml
- type: Conformance
  url: conformance/needhuman-ai-conformance.yml
- type: LLMsTxt
  url: llms/needhuman-ai-llms.txt
- type: SecurityTxt
  url: well-known/needhuman-ai-security.txt
- type: WellKnown
  url: well-known/needhuman-ai-well-known.yml
- type: Hosts
  url: hosts/needhuman-ai-hosts.yml
- type: Vendors
  url: vendors/needhuman-ai-vendors.yml
- type: TermsOfService
  url: https://needhuman.ai/terms
- type: VulnerabilityDisclosure
  url: security/needhuman-ai-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/needhuman-ai-domain-security.yml
- type: Website
  url: https://needhuman.ai/
apis:
- name: NeedHuman AI API
  description: Human-as-a-Service API for AI agents, enabling task delegation to human workers.
  humanURL: https://needhuman.ai/llms.txt
  baseURL: https://needhuman.ai
  aid: needhuman-ai:needhuman-ai-api-2
- aid: needhuman-ai:needhuman-ai-api
  name: needhuman-ai API
  description: 'needhuman-ai API as documented publicly: 6 operations. Contract generated from the documentation by API Evangelist
    (2026-10-30);

    not the provider''s own document.'
  humanURL: https://needhuman.ai/llms-full.txt
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/needhuman-ai-openapi-generated.yml
    x-provenance: generated
  - type: JSONSchema
    url: json-schema/needhuman-ai-patch-api-v1-tasks-taskid-response-schema.json
  - type: JSONSchema
    url: json-schema/needhuman-ai-patch-api-v1-tasks-taskid-request-schema.json
  - type: JSONSchema
    url: json-schema/needhuman-ai-post-api-v1-tasks-response-schema.json
  - type: JSONSchema
    url: json-schema/needhuman-ai-get-api-v1-health-response-schema.json
  - type: JSONSchema
    url: json-schema/needhuman-ai-post-api-v1-keys-register-response-schema.json
  - type: JSONSchema
    url: json-schema/needhuman-ai-get-api-v1-tasks-response-schema.json
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: Provider only offers plain-text docs (llms.txt) with no OpenAPI, AsyncAPI, GraphQL, gRPC, or WSDL contracts.
  evidence:
  - url: https://needhuman.ai/llms.txt
    status: 200
  checked: '2026-10-31'
x-enrichment:
  date: '2026-10-30'
  status: enriched
  artifacts_added: 25
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

needhuman-ai API — frequently asked questions

Does needhuman-ai have an API?

Yes. APIs.io lists 2 APIs from needhuman-ai, including NeedHuman AI API and needhuman-ai API.

Is there an OpenAPI specification for the needhuman-ai API?

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

How do I authenticate with the needhuman-ai API?

needhuman-ai uses bearer-token authentication.

Is the needhuman-ai API ready for AI agents?

needhuman-ai has a Kin Score of 32.8 out of 100 (thin) and an Agent Readiness score of 22.8 (agent-aware), scored by API Evangelist on 2026-10-31.

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