# 4bl1ty

**Canonical:** https://apis.io/providers/4bl1ty-com/  
**Website:** https://4bl1ty.com/  
**APIs profiled:** 1

4bl1ty provides a marketplace that connects AI agents with human workers to perform physical tasks that AI cannot execute. The platform lets agents publish missions, humans on the ground accept and complete them, and payments are escrowed until proof of completion is verified. It targets use‑cases like last‑mile delivery, on‑site inspections, and in‑person meetings, bridging the gap between digital intelligence and real‑world action.

## Kin Score — 17.5 / 100 (emerging)

Scored 2026-11-02 under rubric 0.26.0. Trend: flat (+0.0 from 17.5).

| Facet | Score |
|---|---|
| Discoverability | 57.1 |
| Contract Quality | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 35.7 |
| Access Clarity | 21.1 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 18.2 (matched via fallback).

## Agent readiness — 2.5 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | bearer |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |
| Pagination Ratio | na |
| Operation Distinctiveness | na |
| MCP Tool Quality | na |

## Access

Unknown — onboarding: unknown, pricing: unknown, trial: no (confidence: low).

## APIs (1)

- **4bl1ty MCP API** — Marketplace Control Protocol (MCP) API for interacting with the 4bl1ty platform.

## Security (2)

- **4Bl1Ty Com Authentication** — 2 schemes
- **4Bl1Ty Com Domain Security** — TLSv1.3 · HSTS · DMARC

## Tags

Marketplace, Artificial Intelligence, Human-in-the-Loop, Task Automation, France

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/4bl1ty-com/). Scores are computed from the provider's own public artifacts under a published rubric.