AINumbers.co Labor Market API
The labor-market API from AINumbers.co — 1 operation(s) for labor-market.
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curl "https://apis.io/api/v1/apis/ainumbers-co:ainumbers-co-labor-market-api"
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OpenAPI Specification
openapi: 3.2.0
info:
title: AINumbers.co Fintech Intelligence Suite Labor Market API
version: 1.0.0
description: '**1255 fintech intelligence tools** covering ISO 20022, A2A payments, CFPB §1033, EU AI Act, DORA, MiCA, AML/KYC, BaaS, DLT/tokenization, ESG/climate finance, agentic payments (AP2, ACP, x402, Visa TAP, Mastercard Agent Pay), PQC migration, sanctions screening, and OpenChainGraph v0.4 computation chains.
## Transport
> **The live transport is MCP JSON-RPC 2.0 at `https://mcp.ainumbers.co/mcp` — not REST.**
>
> This OpenAPI file is a **descriptive data-room artifact** — a machine-readable index of all tools and their input/output schemas. The REST paths (`POST /v1/tools/{name}`) described here are a projection; they become functional only if the optional REST shim (Area 2 Path B) is deployed.
>
> To call tools today, connect via the official MCP client SDKs. TypeScript: `@modelcontextprotocol/sdk`. Python: `mcp`.
## Architecture
All tools run **entirely client-side** (browser JavaScript). Zero PII. Zero server calls after page load. Deterministic, reproducible outputs. Licensed CC BY 4.0.
OpenChainGraph v0.4 compute-binding nodes additionally run **server-side on the MCP Worker** and emit verifiable artifacts with `execution_hash` (WebCrypto SHA-256 over RFC 8785 canonical JSON).'
contact:
name: Post Oak Labs
url: https://postoaklabs.com
email: tim@postoaklabs.com
license:
name: CC BY 4.0
url: https://creativecommons.org/licenses/by/4.0/
servers:
- url: https://ainumbers.co
description: Static browser-based tool host (DreamHost). Tools run client-side — no REST gateway is active on this origin. See x-mcp for the live MCP endpoint.
tags:
- name: labor-market
paths:
/v1/tools/ai_displacement_risk_screener:
post:
operationId: ai_displacement_risk_screener
summary: AI Displacement Risk Screener
description: 'Port of ApexLogics Apex #104 (AL-111) AI Displacement Risk Screener into the AINumbers chaingraph shape. From a task-composition profile (routine cognitive/manual and non-routine analytical/interpersonal/manual shares), a sector exposure factor, an education level and years in role the node computes a 0..100 composite displacement score (0.40 automation probability + 0.40 routine-task fraction + 0.20 sector exposure, clamped and rounded), an education-adjusted informational score, a Low/Medium/High/Critical tier banding, and up to three adjacent lower-exposure occupations gated at similarity >= 60. SOC lookups use an embedded 62-row table; a null SOC code estimates the probability from the sliders. Automation probabilities are Frey-Osborne 2013-vintage estimates (stale by construction), task splits are Apex-embedded approximations, and the BLS-OES-labelled median-salary cells stayed ungrounded at porting time (BLS HTTP 403): salary figures are informational only and stay out of the score. Port provenance: Apex page https://apexlogics.org/tools/104-ai-displacement-risk-screener/ fetched 2026-10-13 (sha256 68D2AA10A6B93A7E31C8E10FDDCACEFDBD661EF330951A6BF1FC25572F891D18), tasking APEXPORT-104 (GRADES PASS-PENDING-XV 2026-10-18, Builder-verifies-at-land 18/18 vectors), landed by APEX-PORT-104-LAND-1 on 2026-10-18.
**Tool URL:** https://ainumbers.co/chaingraph/art-763-ai-displacement-risk-screener.html
**AP2/Policy Mandate export:** yes'
tags:
- labor-market
requestBody:
required: true
content:
application/json:
schema:
type: object
required:
- rc
- rm
- nra
- nri
- nrm
- sector_exp
- ed_level
- years_role
properties:
soc_code:
type:
- string
- 'null'
description: 6-digit SOC code key into the embedded 62-row table; null selects the custom-occupation estimate branch (Apex L480-488). The only optional input.
rc:
type: integer
minimum: 0
maximum: 100
description: Routine Cognitive share 0..100 (slider t_rc, Apex L470; parseInt read).
rm:
type: integer
minimum: 0
maximum: 100
description: Routine Manual share 0..100 (slider t_rm, Apex L471; parseInt read).
nra:
type: integer
minimum: 0
maximum: 100
description: Non-routine Analytical share 0..100 (slider t_nra, Apex L472; parseInt read).
nri:
type: integer
minimum: 0
maximum: 100
description: Non-routine Interpersonal share 0..100 (slider t_nri, Apex L473; parseInt read).
nrm:
type: integer
minimum: 0
maximum: 100
description: Non-routine Manual share 0..100 (slider t_nrm, Apex L474; parseInt read).
sector_exp:
type: number
description: Sector exposure factor (select sector, Apex L475; parseFloat read). Apex option values 0.22..0.75.
ed_level:
type: string
enum:
- no_degree
- associate
- bachelor
- master
- doctorate
description: Highest education (select edLevel, Apex L476; informational education adjustment only, Apex L499-500).
years_role:
type: integer
minimum: 0
description: Years in role (input yearsRole, Apex L477; parseInt read; recorded, not in the arithmetic).
responses:
'200':
description: Successful tool execution result
content:
application/json:
schema:
type: object
properties:
score:
type: integer
description: Composite risk score 0..100 (Apex L494-496).
adj_score:
type: integer
description: Education-adjusted score, informational (Apex L499-500).
tier:
type: string
enum:
- Low
- Medium
- High
- Critical
description: Risk tier (Apex L504-507).
prob:
type: number
description: Automation probability 0..1, Frey-Osborne 2013 vintage.
routine_frac:
type: number
description: Routine task fraction (rc+rm)/100.
sector_exp:
type: number
description: Echo of sector exposure input.
automation_pct:
type: integer
description: Rounded automation percent.
routine_pct:
type: integer
description: Routine task percent rc+rm.
sector_pct:
type: integer
description: Rounded sector percent.
title:
type: string
soc:
type:
- string
- 'null'
median_salary_usd:
type:
- integer
- 'null'
description: UNGROUNDED informational salary cell.
alts:
type: array
maxItems: 3
items:
type: object
properties:
soc:
type: string
title:
type: string
score:
type: integer
sim:
type: integer
salary_delta_vs_selected_usd:
type:
- integer
- 'null'
x-mcp-tool-name: ai_displacement_risk_screener
x-tool-url: https://ainumbers.co/chaingraph/art-763-ai-displacement-risk-screener.html
x-source: manifest
x-ap2-export: true
x-mcp:
transport: MCP JSON-RPC 2.0 (streamable HTTP)
endpoint: https://mcp.ainumbers.co/mcp
protocol_version: '2025-11-25'
authentication: none
registry: co.ainumbers/tools (official MCP registry)
note: Connect any MCP-compatible client (Claude, ChatGPT, custom agent) directly to this endpoint. The REST paths in this file are descriptive only — they do not exist on the live server unless the REST shim is deployed.