Fleet

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.

Fleet publishes 13 API contracts indexed on the APIs.io network, including Account API, Browsers API, Cost Attribution API, and 10 more. Tagged areas include Company, Artificial Intelligence, AI Agents, Reinforcement Learning Environments, and Evaluations.

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

Fleet’s developer surface includes CLI, authentication, and 37 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

47.1/100 developing Agent 41/100 agent native Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

2 published contracts 1 MCP Servers 4 Agent Skills

Company Artificial Intelligence AI AgentsReinforcement Learning EnvironmentsEvaluationsSimulation Training Data

What this lets a business do 1

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Agent Infrastructure & Agentic Commerce

AE-100

browsersverifiers

GET /v1/browser/{lease_id} GET /v1/browser/{lease_id}/mcp-tools

Kin Score

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

Composite quality — 47.1/100 · developing

Contract Quality 13.0 / 21

Developer Ergonomics 6.4 / 17

Access Clarity 7.2 / 17

Operational Transparency 3.5 / 11

Contract Governance 2.2 / 10

Discoverability 5.5 / 9

Regulatory Posture 4.9 / 15

Agent readiness — 41/100 · agent native

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 9 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 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 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):

A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
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)
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks
Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too

4 more unmet checks in the Agent Readiness table above.

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

Developer Ergonomics scores 37.5 — up to +12.5 composite points
Access Clarity scores 42.1 — up to +11.6 composite points
Contract Quality scores 61.2 — up to +9.7 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/fleetai-com/apis.yml: open an issue on github.com/api-evangelist/fleetai-com 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 13

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

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.

Scroll for all 13

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

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...

MCP SERVER

Agent Skills 4

Packaged agent skills for driving this provider's APIs from an AI assistant.

fleetai-com-author-tasks-in-a-project

AGENT SKILL

fleetai-com-execute-a-verifier

AGENT SKILL

fleetai-com-launch-and-monitor-a-job

AGENT SKILL

fleetai-com-provision-an-environment-instance

AGENT SKILL

Pricing Plans 1

Published pricing tiers and plan structures.

Fleetai Com Plans Pricing

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Fleetai Com Rate Limits

0 limits

RATE LIMITS

Semantic Vocabularies 1

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

Fleetai Com Context

120 classes · 424 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Fleet API Rules

12 rules · 9 errors 1 warnings 2 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Fleetai Com Openapi Overlay

7 actions · documentation · fleetai-com-openapi.yml

GENERATED

JSON Schema 6

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

CounselDeskTaskQAStateResponse

20 properties

JSON SCHEMA

InstanceRequest

38 properties

JSON SCHEMA

InstanceResponse

36 properties

JSON SCHEMA

JobCreateRequestPayload

85 properties

JSON SCHEMA

TaskRequest

23 properties

JSON SCHEMA

VerifiersExecuteRequest

29 properties

JSON SCHEMA

Security Posture 3

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

Fleetai Com Authentication

http · 1 scheme

SECURITY

Fleetai Com Domain Security

TLSv1.3 · HSTS

SECURITY

Fleetai Com Vulnerability Disclosure

security.txt · contact published

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Fleetai Com Agentic Access

139 operations · 67 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

Login

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgentSkill

MCPServer

WellKnown

Design & Contract 9

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

Idempotency

Conventions

Lifecycle

ErrorCatalog

Conformance

Scroll for all 9

Build 5

SDKs, sample code, and the tooling you integrate with

CLI

ToolCrosswalk

SDKs

Packages

GitHubOrganization

GitHubOrganization

Access & Security 7

Authentication, authorization, and security posture

Security

SecurityTxt

SecurityTxt

Authentication

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

TrustCenter

TrustCenter

Scroll for all 7

Operate 1

Status, limits, changes, and where to get help

StatusPage

StatusPage

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 4

The organization behind the API

Website

Website

About

About

Careers

Careers

LinkedIn

Other 6

Properties that don't map to a standard resource type

CapabilityMap

Overlay

Hosts

Vendors

CookiePolicy

Source (apis.yml)

aid: fleetai-com
name: Fleet
description: '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.'
image: https://fleetai.com/images/OG-Image.jpg
url: https://artifacts.apis.io/fleetai-com/apis.yml
x-type: company
x-source: harvest:direct-request
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-27 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-27'
modified: '2026-10-27'
tags:
- Company
- Artificial Intelligence
- AI Agents
- Reinforcement Learning Environments
- Evaluations
- Simulation
- Training Data
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: CapabilityMap
  url: capabilities/fleetai-com-capability-edges.yml
  name: Fleet Business Capability Map
- type: AgenticAccess
  url: agentic-access/fleetai-com-agentic-access.yml
- type: Spectral
  url: rules/fleetai-com-rules.yml
- type: JSONLD
  url: json-ld/fleetai-com-context.jsonld
- type: Vocabulary
  url: vocabulary/fleetai-com-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/fleetai-com-data-model.yml
- type: CLI
  url: cli/fleetai-com-cli.yml
- type: Idempotency
  url: conventions/fleetai-com-conventions.yml
- type: Conventions
  url: conventions/fleetai-com-conventions.yml
- type: Security
  url: security/fleetai-com-vulnerability-disclosure.yml
- type: Lifecycle
  url: lifecycle/fleetai-com-lifecycle.yml
- type: ErrorCatalog
  url: errors/fleetai-com-problem-types.yml
- type: Conformance
  url: conformance/fleetai-com-conformance.yml
- type: Overlay
  url: overlays/fleetai-com-openapi-overlay.yaml
- type: ToolCrosswalk
  url: mcp/fleetai-com-tool-crosswalk.yml
- type: MCPServer
  url: mcp/fleetai-com-mcp.yml
- type: SecurityTxt
  url: well-known/fleetai-com-security.txt
- type: SecurityTxt
  url: well-known/fleetai-com-app-security.txt
- type: WellKnown
  url: well-known/fleetai-com-well-known.yml
- type: Hosts
  url: hosts/fleetai-com-hosts.yml
- type: Vendors
  url: vendors/fleetai-com-vendors.yml
- type: SDKs
  url: packages/fleetai-com-packages.yml
- type: Packages
  url: packages/fleetai-com-packages.yml
- type: Authentication
  url: authentication/fleetai-com-authentication.yml
- type: VulnerabilityDisclosure
  url: security/fleetai-com-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/fleetai-com-domain-security.yml
- type: Website
  url: https://fleetai.com/
- type: About
  url: https://fleetai.com/about
- type: Careers
  url: https://fleetai.com/careers
- type: Login
  url: https://app.fleetai.com/
- type: StatusPage
  url: https://status.fleetai.com/
- type: TrustCenter
  url: https://security.fleetai.com/
- type: GitHubOrganization
  url: https://github.com/fleet-ai
- type: X
  url: https://x.com/fleet_ai
- type: LinkedIn
  url: https://www.linkedin.com/company/fleet-so/
- type: TermsOfService
  url: https://fleetai.com/terms
- type: PrivacyPolicy
  url: https://fleetai.com/privacy
- type: CookiePolicy
  url: https://fleetai.com/cookies
apis:
- aid: fleetai-com:fleetai-com-account-api
  name: Fleet Account API
  description: The account API from Fleet — 2 operation(s) for account.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - account
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-account-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
- aid: fleetai-com:fleetai-com-browsers-api
  name: Fleet Browsers API
  description: The browsers API from Fleet — 3 operation(s) for browsers.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - browsers
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-browsers-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
- aid: fleetai-com:fleetai-com-cost-attribution-api
  name: Fleet Cost Attribution API
  description: The cost-attribution API from Fleet — 1 operation(s) for cost-attribution.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - cost-attribution
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-cost-attribution-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
- aid: fleetai-com:fleetai-com-instances-api
  name: Fleet Instances API
  description: The instances API from Fleet — 13 operation(s) for instances.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - instances
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-instances-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
- aid: fleetai-com:fleetai-com-jobs-api
  name: Fleet Jobs API
  description: The jobs API from Fleet — 20 operation(s) for jobs.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - jobs
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-jobs-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
- aid: fleetai-com:fleetai-com-matg-api
  name: Fleet Matg API
  description: The matg API from Fleet — 18 operation(s) for matg.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - matg
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-matg-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
- aid: fleetai-com:fleetai-com-provenance-audits-api
  name: Fleet Provenance Audits API
  description: The provenance-audits API from Fleet — 2 operation(s) for provenance-audits.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - provenance-audits
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-provenance-audits-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
- aid: fleetai-com:fleetai-com-seed-gen-api
  name: Fleet Seed Gen API
  description: The seed-gen API from Fleet — 16 operation(s) for seed-gen.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - seed-gen
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-seed-gen-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
- aid: fleetai-com:fleetai-com-seeds-api
  name: Fleet Seeds API
  description: The seeds API from Fleet — 1 operation(s) for seeds.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - seeds
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-seeds-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
- aid: fleetai-com:fleetai-com-sessions-api
  name: Fleet Sessions API
  description: The sessions API from Fleet — 4 operation(s) for sessions.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - sessions
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-sessions-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
- aid: fleetai-com:fleetai-com-task-groups-api
  name: Fleet Task Groups API
  description: The task-groups API from Fleet — 2 operation(s) for task-groups.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - task-groups
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-task-groups-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
- aid: fleetai-com:fleetai-com-tasks-api
  name: Fleet Tasks API
  description: The tasks API from Fleet — 31 operation(s) for tasks.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - tasks
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-tasks-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
- aid: fleetai-com:fleetai-com-verifiers-api
  name: Fleet Verifiers API
  description: The verifiers API from Fleet — 9 operation(s) for verifiers.
  humanURL: https://orchestrator.fleetai.com/docs
  baseURL: https://orchestrator.fleetai.com
  tags:
  - verifiers
  properties:
  - type: OpenAPI
    url: openapi/fleetai-com-verifiers-api-openapi.yml
  - type: Documentation
    url: https://docs.fleetai.com/
  - type: JSONSchema
    url: json-schema/fleetai-com-job-create-request-payload-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-verifiers-execute-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-request-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-instance-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-counsel-desk-task-qastate-response-schema.json
  - type: JSONSchema
    url: json-schema/fleetai-com-task-request-schema.json
x-coverage:
  state: covered
  reason: identity-verified
  detail: Website fleetai.com verified (title "Fleet", trust center names Fleet AI, Inc.). No public Documentation/APIReference/Blog/Pricing
    published; docs.fleetai.com (inferred host, not linked from the site) redirects to fleetai.com/login and is not recorded
    as a pointer.
  evidence:
  - url: https://fleetai.com/
    status: 200
  - url: https://fleetai.com/about
    status: 200
  - url: https://security.fleetai.com/
    status: 200
  - url: https://status.fleetai.com/
    status: 200
  - url: https://docs.fleetai.com/
    status: 200
  - url: https://fleetai.com/blog
    status: 404
  - url: https://fleetai.com/llms.txt
    status: 404
x-enrichment:
  date: '2026-10-27'
  status: enriched
  artifacts_added: 40
  pass: modular-v1
  engine: identity=anthropic,contract=anthropic,surfaces=anthropic,docs=anthropic,regulatory=anthropic

Fleet API — frequently asked questions

Does Fleet have an API?

Yes. APIs.io lists 13 APIs from Fleet, including Fleet Account API, Fleet Browsers API and Fleet Cost Attribution API, and 10 more.

Is there an OpenAPI specification for the Fleet API?

Yes. APIs.io indexes 13 OpenAPI specifications for Fleet, each linked for download from this page.

How do I authenticate with the Fleet API?

Fleet uses bearer-token authentication (http · 1 scheme). The details are profiled on APIs.io as Fleetai Com Authentication.

Does Fleet have an MCP server?

Yes. APIs.io lists 1 MCP server for 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 as the console script

Is the Fleet API ready for AI agents?

Fleet has a Kin Score of 47.1 out of 100 (developing) and an Agent Readiness score of 40.9 (agent-native), scored by API Evangelist on 2026-10-31.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/fleetai-com"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/fleetai-com/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/fleetai-com/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

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