RunBuggy

RunBuggy is a Phoenix, Arizona based technology company operating an open, automotive-focused vehicle transportation marketplace and TMS that connects car shippers — dealers, auctions, OEMs, rental and fleet operators — with car haulers and transporters. Its products are the RunBuggy Marketplace (transportation-as-a-service for finding, moving and tracking a vehicle), RunBuggy HITCH (a cloud transportation management system that connects to an existing dealer or auction management system and transporter network), RunBuggy One (personal vehicle shipping) and RunBot (a generative-AI assistant applied to order resolution and delivery-exception prediction). RunBuggy publishes a public Shippers API — Swagger 2.0 definitions for Orders, Vehicle Transfer Orders, Gate Passes, Webhooks, Companies and Authentication — at docs.runbuggy.com, and operates an OAuth-protected Model Context Protocol server for its data-science surface.

RunBuggy publishes 6 API contracts indexed on the APIs.io network, including Companies API, Orders API, Token API, and 3 more. Tagged areas include Company, Automotive, Logistics, Transportation, and Vehicle Shipping.

The RunBuggy catalog on APIs.io includes 1 event-driven AsyncAPI specification and 1 Spectral governance ruleset.

RunBuggy’s developer surface includes documentation, API reference, getting-started guide, authentication, support, engineering blog, signup flow, and 26 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

47.9/100 developing ▬ flat Agent 34/100 agent ready Front door AI 3/6 light Heartbeat 100/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

3 published contracts 1 MCP Servers 4 Agent Skills

Company Automotive Logistics TransportationVehicle ShippingMarketplace Supply Chain Fleet Management TMS Freight

What this lets a business do 1

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

Supply Chain Management

BC-520

OrdersVehicle Transfer Orders

POST /vehicle-transfer-orders/gate-passes POST /orders POST /orders/quote

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 47.9/100 · developing

Contract Quality 10.1 / 19

Developer Ergonomics 9.6 / 15

Access Clarity 2.2 / 15

Operational Transparency 5.1 / 10

Contract Governance 1.6 / 9

Discoverability 6.0 / 8

Regulatory Posture 4.7 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 34/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 6 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 6 / 6

Agent Skills 5 / 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

MCP Tool Quality 6 / 6

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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% 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
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document

6 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 14.5 — up to +17.1 composite points
Contract Quality scores 53.8 — up to +11.6 composite points
Contract Governance scores 18.2 — up to +9.8 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/runbuggy/apis.yml: open an issue on github.com/api-evangelist/runbuggy 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 →

Standards implemented 3

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Model Context Protocol (MCP)

measured — observed by APIs.io (verified)

OpenAPI

measured — observed by APIs.io (published)

OAuth 2.0

measured — observed by APIs.io (declared)

APIs 6

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

RunBuggy Data Science MCP Server

An OAuth-protected Model Context Protocol server RunBuggy operates on its application host. Discovered by probe — it is not referenced from the public developer documentation. t...

RunBuggy Companies API

Companies operations.

RunBuggy Orders API

The Order operations.

RunBuggy Token API

The Token API from RunBuggy — 1 operation(s) for token.

RunBuggy Vehicle Transfer Orders API

The Vehicle Transfer Order operations.

RunBuggy Webhooks API

Webhook operations.

Open Collections 5

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Companies API

OPEN COLLECTION

Orders API

OPEN COLLECTION

Authentication Token API

OPEN COLLECTION

Orders Vehicle Transfer Orders API

OPEN COLLECTION

Orders Webhooks API

OPEN COLLECTION

MCP Servers 1

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

RunBuggy MCP Server

RunBuggy runs a hosted, remote Model Context Protocol server called "mcp-datascience" in both production and staging. It was found by probe, not by documentation: nothing on run...

MCP SERVER

Agent Skills 4

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

runbuggy-attach-gate-passes

AGENT SKILL

runbuggy-order-for-another-company

AGENT SKILL

runbuggy-quote-and-place-order

AGENT SKILL

runbuggy-track-vehicle-transfer

AGENT SKILL

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Runbuggy Webhooks

ASYNCAPI

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

RunBuggy API Rules

69 rules · 56 errors 9 warnings 4 info

SPECTRAL

OpenAPI Overlays 3

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.

Runbuggy Authentication Overlay

3 actions · update · runbuggy-authentication.json

DERIVED

Runbuggy Companies Overlay

4 actions · update · runbuggy-companies.json

DERIVED

Runbuggy Orders Overlay

8 actions · update · runbuggy-orders.json

DERIVED

Security Posture 4

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

Runbuggy Authentication

apiKey/oauth2 · 3 schemes

SECURITY

Runbuggy Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Runbuggy Vulnerability Disclosure

contact published

SECURITY

Runbuggy Trust Center

trust center published

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Runbuggy Scopes

1 scope

1 scopes

SCOPES

Resources

Get Started 5

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Login

Sandbox

Sandbox

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

WellKnown

WellKnown

AgentSkill

AgentSkill

LLMsTxt

LLMsTxt

Design & Contract 7

Pagination, idempotency, versioning, errors, and events

Lifecycle

Conventions

ErrorCatalog

Conformance

Webhooks

Components

DataModel

Scroll for all 7

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 5

Authentication, authorization, and security posture

Authentication

Security

TrustCenter

DomainSecurity

OAuthScopes

Operate 3

Status, limits, changes, and where to get help

Support

Support

StatusPage

StatusPage

ChangeLog

ChangeLog

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 3

The organization behind the API

Website

Website

Blog

Blog

BlogRSS

BlogRSS

Other 2

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

Overlay

Overlay

Source (apis.yml)

aid: runbuggy
name: RunBuggy
description: RunBuggy is a Phoenix, Arizona based technology company operating an open, automotive-focused vehicle transportation
  marketplace and TMS that connects car shippers — dealers, auctions, OEMs, rental and fleet operators — with car haulers
  and transporters. Its products are the RunBuggy Marketplace (transportation-as-a-service for finding, moving and tracking
  a vehicle), RunBuggy HITCH (a cloud transportation management system that connects to an existing dealer or auction management
  system and transporter network), RunBuggy One (personal vehicle shipping) and RunBot (a generative-AI assistant applied
  to order resolution and delivery-exception prediction). RunBuggy publishes a public Shippers API — Swagger 2.0 definitions
  for Orders, Vehicle Transfer Orders, Gate Passes, Webhooks, Companies and Authentication — at docs.runbuggy.com, and operates
  an OAuth-protected Model Context Protocol server for its data-science surface.
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - scopes
  - security
  - sandbox
  generated: '2026-11-06'
  method: derived
image: https://runbuggy.com/wp-content/uploads/2019/05/logo.png
url: https://raw.githubusercontent.com/api-evangelist/runbuggy/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
specificationVersion: '0.23'
created: '2026-08-05'
modified: '2026-08-05'
x-docs-platform: stoplight
x-docs-platform-confidence: high
x-docs-platform-checked: 2026-10-04
tags:
- Company
- Automotive
- Logistics
- Transportation
- Vehicle Shipping
- Marketplace
- Supply Chain
- Fleet Management
- TMS
- Freight
tags_raw:
- Company
- Automotive
- Logistics
- Transportation
- Vehicle Shipping
- Marketplace
- Supply Chain
- Fleet
- TMS
- Freight
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
apis:
- aid: runbuggy:mcp-datascience
  name: RunBuggy Data Science MCP Server
  description: An OAuth-protected Model Context Protocol server RunBuggy operates on its application host. Discovered by probe
    — it is not referenced from the public developer documentation. tools/list returns 401 invalid_token, so the tool surface
    requires an authenticated introspection.
  humanURL: https://runbuggy.com/artificial-intelligence-runbuggy-runbot/
  baseURL: https://apps.runbuggy.com/runbuggy/mcp-datascience/mcp
  tags:
  - MCP
  - Artificial Intelligence
  - Data Science
  tags_raw:
  - MCP
  - AI
  - Data Science
  properties:
  - type: MCPServer
    url: mcp/runbuggy-mcp.yml
  - type: ToolCrosswalk
    url: mcp/runbuggy-tool-crosswalk.yml
- aid: runbuggy:runbuggy-companies-api
  name: RunBuggy Companies API
  description: Companies operations.
  humanURL: https://docs.runbuggy.com/docs/shipping/1b7acf7f4d493-orders
  baseURL: https://ng-staging.runbuggy.com/staging/api
  tags:
  - Companies
  properties:
  - type: OpenAPI
    url: openapi/runbuggy-companies-api-openapi.yml
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/1b7acf7f4d493-orders
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/78a3e6d30650c-companies
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/b6b6c2d4906e9-authentication
- aid: runbuggy:runbuggy-orders-api
  name: RunBuggy Orders API
  description: The Order operations.
  humanURL: https://docs.runbuggy.com/docs/shipping/1b7acf7f4d493-orders
  baseURL: https://ng-staging.runbuggy.com/staging/api
  tags:
  - Order
  tags_raw:
  - Orders
  properties:
  - type: OpenAPI
    url: openapi/runbuggy-orders-api-openapi.yml
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/1b7acf7f4d493-orders
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/78a3e6d30650c-companies
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/b6b6c2d4906e9-authentication
- aid: runbuggy:runbuggy-token-api
  name: RunBuggy Token API
  description: The Token API from RunBuggy — 1 operation(s) for token.
  humanURL: https://docs.runbuggy.com/docs/shipping/1b7acf7f4d493-orders
  baseURL: https://ng-staging.runbuggy.com/staging/api
  tags:
  - Tokens
  tags_raw:
  - Token
  properties:
  - type: OpenAPI
    url: openapi/runbuggy-token-api-openapi.yml
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/1b7acf7f4d493-orders
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/78a3e6d30650c-companies
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/b6b6c2d4906e9-authentication
- aid: runbuggy:runbuggy-vehicle-transfer-orders-api
  name: RunBuggy Vehicle Transfer Orders API
  description: The Vehicle Transfer Order operations.
  humanURL: https://docs.runbuggy.com/docs/shipping/1b7acf7f4d493-orders
  baseURL: https://ng-staging.runbuggy.com/staging/api
  tags:
  - Vehicle Transfer Orders
  properties:
  - type: OpenAPI
    url: openapi/runbuggy-vehicle-transfer-orders-api-openapi.yml
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/1b7acf7f4d493-orders
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/78a3e6d30650c-companies
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/b6b6c2d4906e9-authentication
- aid: runbuggy:runbuggy-webhooks-api
  name: RunBuggy Webhooks API
  description: Webhook operations.
  humanURL: https://docs.runbuggy.com/docs/shipping/1b7acf7f4d493-orders
  baseURL: https://ng-staging.runbuggy.com/staging/api
  tags:
  - Webhook
  tags_raw:
  - Webhooks
  properties:
  - type: OpenAPI
    url: openapi/runbuggy-webhooks-api-openapi.yml
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/1b7acf7f4d493-orders
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/78a3e6d30650c-companies
  - type: Documentation
    url: https://docs.runbuggy.com/docs/shipping/b6b6c2d4906e9-authentication
common:
- type: CapabilityMap
  url: capabilities/runbuggy-capability-edges.yml
  name: RunBuggy Business Capability Map
- type: Overlay
  url: overlays/runbuggy-authentication-overlay.yaml
- type: Website
  url: https://runbuggy.com/
- type: DeveloperPortal
  url: https://docs.runbuggy.com/
- type: Documentation
  url: https://docs.runbuggy.com/
- type: APIReference
  url: https://docs.runbuggy.com/docs/shipping/1b7acf7f4d493-orders
- type: GettingStarted
  url: https://docs.runbuggy.com/docs/shipping/e66c4d2e84e08-ship-vehicles
- type: Authentication
  url: authentication/runbuggy-authentication.yml
- type: Support
  url: https://support.runbuggy.com/hc/en-us
- type: Blog
  url: https://runbuggy.com/runbuggy-blog/
- type: BlogRSS
  url: https://runbuggy.com/feed/
- type: GitHubOrganization
  url: https://github.com/runbuggyinc
- type: SignUp
  url: https://apps.runbuggy.com/runbuggy/spa-v2/#/workflows/onboarding/SignupProcess/
- type: Login
  url: https://apps.runbuggy.com/runbuggy/spa-v2/#/login
- type: TermsOfService
  url: https://runbuggy.com/terms/
- type: PrivacyPolicy
  url: https://runbuggy.com/privacy/
- type: StatusPage
  url: https://status.runbuggy.com/
- type: Security
  url: security/runbuggy-vulnerability-disclosure.yml
- type: TrustCenter
  url: security/runbuggy-trust-center.yml
- type: DomainSecurity
  url: security/runbuggy-domain-security.yml
- type: WellKnown
  url: well-known/runbuggy-well-known.yml
- type: Lifecycle
  url: lifecycle/runbuggy-lifecycle.yml
- type: ChangeLog
  url: changelog/runbuggy-changelog.yml
- type: Conventions
  url: conventions/runbuggy-conventions.yml
- type: ErrorCatalog
  url: errors/runbuggy-problem-types.yml
- type: Conformance
  url: conformance/runbuggy-conformance.yml
- type: Webhooks
  url: asyncapi/runbuggy-webhooks.yml
- type: Sandbox
  url: sandbox/runbuggy-sandbox.yml
- type: Components
  url: components/runbuggy-components.yml
- type: DataModel
  url: data-model/runbuggy-data-model.yml
- type: OAuthScopes
  url: scopes/runbuggy-scopes.yml
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/runbuggy-llms.txt
x-enrichment:
  date: '2026-08-05'
  status: enriched
  artifacts_added: 32
  pass: local-v1

RunBuggy API — frequently asked questions

Does RunBuggy have an API?

Yes. APIs.io lists 6 APIs from RunBuggy, including RunBuggy Data Science MCP Server, RunBuggy Companies API and RunBuggy Orders API, and 3 more.

Is there an OpenAPI specification for the RunBuggy API?

Yes. APIs.io indexes 5 OpenAPI specifications for RunBuggy, each linked for download from this page.

How do I authenticate with the RunBuggy API?

RunBuggy uses bearer-token authentication (apiKey/oauth2 · 3 schemes). The details are profiled on APIs.io as Runbuggy Authentication.

Does RunBuggy have an MCP server?

Yes. APIs.io lists 1 MCP server for RunBuggy: RunBuggy runs a hosted, remote Model Context Protocol server called "mcp-datascience" in both production and staging. It was found by probe, not by documentation: nothing on runbuggy.com or docs.runbu

Is the RunBuggy API ready for AI agents?

RunBuggy has a Kin Score of 47.9 out of 100 (developing) and an Agent Readiness score of 33.8 (agent-ready), scored by API Evangelist on 2026-11-06.

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