# Fleet

**Canonical:** https://apis.io/providers/fleetai-com/  
**Website:** https://fleetai.com/  
**APIs profiled:** 2

Fleet (Fleet AI, Inc.) is an applied research lab that builds environments: diverse, high-fidelity simulated training gyms that model real-world work so AI agents can practice tasks while humans provide supervision. It works with frontier labs, hyperscalers and enterprises on evals and environments for agents, and is backed by Sequoia Capital, Menlo Ventures and SV Angel. Its public site lists no public API; its documentation host (docs.fleetai.com) redirects to a login page.

## Kin Score — 47.1 / 100 (developing)

Scored 2026-10-31 under rubric 0.25.0.

| Facet | Score |
|---|---|
| Discoverability | 65.0 |
| Contract Quality | 61.2 |
| Contract Governance | 22.0 |
| Operational Transparency | 31.6 |
| Developer Ergonomics | 37.5 |
| Access Clarity | 42.1 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 32.7 (matched via fallback).

## Agent readiness — 40.9 (agent-native)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | documented |
| Auth Clarity | bearer |
| Idempotency | verified |
| Error Semantics | verified |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | derived |
| Well Known Catalog | yes |
| 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 | partial |
| Operation Distinctiveness | distinct |

## APIs (13)

- **Fleet Account API** — The account API from Fleet — 2 operation(s) for account.
- **Fleet Browsers API** — The browsers API from Fleet — 3 operation(s) for browsers.
- **Fleet Cost Attribution API** — The cost-attribution API from Fleet — 1 operation(s) for cost-attribution.
- **Fleet Instances API** — The instances API from Fleet — 13 operation(s) for instances.
- **Fleet Jobs API** — The jobs API from Fleet — 20 operation(s) for jobs.
- **Fleet Matg API** — The matg API from Fleet — 18 operation(s) for matg.
- **Fleet Provenance Audits API** — The provenance-audits API from Fleet — 2 operation(s) for provenance-audits.
- **Fleet Seed Gen API** — The seed-gen API from Fleet — 16 operation(s) for seed-gen.
- **Fleet Seeds API** — The seeds API from Fleet — 1 operation(s) for seeds.
- **Fleet Sessions API** — The sessions API from Fleet — 4 operation(s) for sessions.
- **Fleet Task Groups API** — The task-groups API from Fleet — 2 operation(s) for task-groups.
- **Fleet Tasks API** — The tasks API from Fleet — 31 operation(s) for tasks.
- **Fleet Verifiers API** — The verifiers API from Fleet — 9 operation(s) for verifiers.

## MCP servers (1)

- **FleetCode MCP server (Fleet)** — Fleet's official fleet-python SDK (PyPI fleet-python 0.2.133, Apache-2.0, repository github.com/fleet-ai/fleet-sdk) ships a local stdio MCP server, FastMCP("fleetcode"), exposed...

## Agentic access (1)

- **Fleetai Com Agentic Access** — 139 operations · 67 acting

## Security (3)

- **Fleetai Com Authentication** — http · 1 scheme
- **Fleetai Com Domain Security** — TLSv1.3 · HSTS
- **Fleetai Com Vulnerability Disclosure** — security.txt · contact published

## Plans (1)

- **Fleetai Com Plans Pricing**

## Tags

Company, Artificial Intelligence, AI Agents, Reinforcement Learning Environments, Evaluations, Simulation, Training Data

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