G86 Racing

G86 Racing provides lap timing, telemetry, and onboard video solutions for motorsport enthusiasts. Their platform offers free phone-based lap timing, optional Pro features for detailed data analysis, and team live telemetry via a pit wall dashboard. Users can record sessions offline, export data in multiple formats, and integrate external GPS and engine data for advanced insights.

G86 Racing is listed with 1 API on the APIs.io network. Tagged areas include Motorsports, Telemetry, Lap Timing, Mobile App, and Data Export.

The G86 Racing catalog on APIs.io includes 1 Spectral governance ruleset.

G86 Racing’s developer surface includes getting-started guide, API reference, authentication, documentation, support, and 17 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

26.6/100 thin Agent 26/100 agent aware Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

AccessSelf serve

1 API 1 MCP Servers 1 Agent Skills

Motorsports TelemetryLap TimingMobile App Data Export

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 26.6/100 · thin

Contract Quality 0.0 / 21

Developer Ergonomics 9.2 / 17

Access Clarity 2.9 / 17

Operational Transparency 0.0 / 11

Contract Governance 3.2 / 10

Discoverability 5.5 / 9

Regulatory Posture 4.3 / 15

Agent readiness — 26/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 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 0 / 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 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 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 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):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document Ask about this →
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) Ask about this →
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0 Ask about this →
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented) Ask about this →
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link Ask about this →
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks Ask about this →

5 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 0.0 — up to +25.0 composite points Ask about this →
Access Clarity scores 17.0 — up to +16.6 composite points Ask about this →
Operational Transparency scores 0.0 — up to +13.0 composite points Ask about this →

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.

Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →

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/g86racing-com/apis.yml: open an issue on github.com/api-evangelist/g86racing-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 →

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 (documented)

OAuth 2.0 Protected Resource Metadata

measured — observed by APIs.io (verified)

Dynamic Client Registration

measured — observed by APIs.io (published)

APIs 1

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

G86 Racing MCP

MCP JSON-RPC transport and tools for G86 Racing

MCP Servers 1

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

G86 Racing MCP Server

Remote MCP server at api.g86racing.com requiring OAuth.

MCP SERVER

Agent Skills 1

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

g86racing-com-mcp

AGENT SKILL

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs. Counts are the severity each rule declares, not results of running them.

G86 Racing API Rules

33 rules · 31 error-severity 1 warn-severity 1 info-severity

SPECTRAL

Security Posture 2

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

G86 Racing Authentication

oauth2 · 1 scheme

SECURITY

G86 Racing Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

G86 Racing Scopes

6 scopes · authorizationCode

6 scopes

SCOPES

Agentic Access (API Evangelist recommendations) 1

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

G86 Racing Agentic Access

1 operation · 1 acting

1 operations · 1 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 2

Reference material describing how the API behaves

APIReference

APIReference

Documentation

Documentation

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgentSkill

LLMsTxt

MCPServer

WellKnown

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Spectral

Spectral

ErrorCatalog

ErrorCatalog

Conformance

Conformance

Build 2

SDKs, sample code, and the tooling you integrate with

SDKs

SDKs

Packages

Packages

Access & Security 3

Authentication, authorization, and security posture

OAuthScopes

OAuthScopes

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: g86racing-com
name: G86 Racing
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  gated: none
  gated_source:
  - onboarding
  label: Self-serve signup
  confidence: low
  probe_state: gated
  source:
  - authentication
  - security
  generated: '2026-11-13'
  method: derived
image: https://g86racing.com/assets/images/pitwall.webp
description: G86 Racing provides lap timing, telemetry, and onboard video solutions for motorsport enthusiasts. Their platform
  offers free phone-based lap timing, optional Pro features for detailed data analysis, and team live telemetry via a pit
  wall dashboard. Users can record sessions offline, export data in multiple formats, and integrate external GPS and engine
  data for advanced insights.
url: https://artifacts.apis.io/g86racing-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-09 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-09'
modified: '2026-11-09'
tags:
- Motorsports
- Telemetry
- Lap Timing
- Mobile App
- Data Export
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/g86racing-com-agentic-access.yml
- type: Spectral
  url: rules/g86racing-com-rules.yml
- type: AgentSkill
  url: skills/_index.yml
- type: ErrorCatalog
  url: errors/g86racing-com-problem-types.yml
- type: Conformance
  url: conformance/g86racing-com-conformance.yml
- type: LLMsTxt
  url: llms/g86racing-com-llms.txt
- type: MCPServer
  url: mcp/g86racing-com-mcp.yml
- type: WellKnown
  url: well-known/g86racing-com-well-known.yml
- type: Hosts
  url: hosts/g86racing-com-hosts.yml
- type: Vendors
  url: vendors/g86racing-com-vendors.yml
- type: SDKs
  url: packages/g86racing-com-packages.yml
- type: Packages
  url: packages/g86racing-com-packages.yml
- type: GettingStarted
  url: https://g86racing.com/data-logger
- type: APIReference
  url: https://g86racing.com/llms.txt
- type: OAuthScopes
  url: scopes/g86racing-com-scopes.yml
- type: Authentication
  url: authentication/g86racing-com-authentication.yml
- type: DomainSecurity
  url: security/g86racing-com-domain-security.yml
- type: Website
  url: https://g86racing.com/
- type: Documentation
  url: https://g86racing.com/guides/
- type: Support
  url: https://g86racing.com/support
- type: TermsOfService
  url: https://g86racing.com/terms
- type: PrivacyPolicy
  url: https://g86racing.com/privacy
apis:
- name: G86 Racing MCP
  description: MCP JSON-RPC transport and tools for G86 Racing
  humanURL: https://api.g86racing.com/agent/openapi.json
  baseURL: https://api.g86racing.com
  openAPI:
    url: openapi/g86racing-com-openapi.json
    type: OpenAPI
  aid: g86racing-com:g86-racing-mcp
x-coverage:
  state: gated
  reason: partner-login
  method: derived
  generated: '2026-11-09'
  generator: derive-coverage.py (pre-flight evidence)
  detail: the company serves an API surface but requires credentials before any description of it can be read
  evidence:
  - url: https://api.g86racing.com/mcp
    status: 401
  - url: https://g86racing.com/
    status: 200
x-enrichment:
  date: '2026-11-09'
  status: enriched
  artifacts_added: 22
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

G86 Racing API — frequently asked questions

Does G86 Racing have an API?

Yes. APIs.io lists 1 API from G86 Racing, including G86 Racing MCP.

How do I authenticate with the G86 Racing API?

G86 Racing documents its authentication (oauth2 · 1 scheme). The details are profiled on APIs.io as G86 Racing Authentication.

Does G86 Racing have an MCP server?

Yes. APIs.io lists 1 MCP server for G86 Racing: Remote MCP server at api.g86racing.com requiring OAuth.

Is the G86 Racing API ready for AI agents?

G86 Racing has a Kin Score of 26.6 out of 100 (thin) and an Agent Readiness score of 25.6 (agent-aware), scored by API Evangelist on 2026-11-13.

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