Agent Traffic Lab

Agent Traffic Lab provides a routing platform that connects AI agents to supported tasks such as search, extraction, summarization, translation, and classification. It evaluates provider eligibility, applies policy and budget constraints, and executes tasks with bounded fallback, delivering durable outcomes and performance metrics.

Agent Traffic Lab publishes 22 API contracts indexed on the APIs.io network, including A2a API, Cleanup API, Discovery API, and 19 more. Tagged areas include Artificial Intelligence, Routing, Automation, Agents, and Platform.

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

🌐 Visit website 📡 Profile data on GitHub

18.6/100 emerging Agent 26/100 agent aware Full breakdown ↓
scored 2026-11-01 · rubric v0.26.0 · Show this score on your site →

1 published contract

Artificial Intelligence Routing Automation Agents Platform Company

Kin Score

Kin Score How this is scored →
scored 2026-11-01 · rubric v0.26.0

Composite quality — 18.6/100 · emerging

Contract Quality 8.4 / 21

Developer Ergonomics 1.2 / 17

Access Clarity 0.0 / 17

Operational Transparency 0.0 / 11

Contract Governance 2.2 / 10

Discoverability 4.6 / 9

Regulatory Posture 1.5 / 15

Agent readiness — 26/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 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 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 8 / 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 0 / 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):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
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)
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

10 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 0.0 — up to +20.0 composite points
Developer Ergonomics scores 7.1 — up to +18.6 composite points
Contract Quality scores 39.6 — up to +15.1 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/agenttrafficlab-com/apis.yml: open an issue on github.com/api-evangelist/agenttrafficlab-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 2

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.

Agent2Agent

measured — observed by APIs.io (conformant)

OpenAPI

measured — observed by APIs.io (published)

APIs 22

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

Agent Traffic Lab A2a API

The A2a API from Agent Traffic Lab — 1 operation(s) for a2a.

Agent Traffic Lab Cleanup API

The Cleanup API from Agent Traffic Lab — 10 operation(s) for cleanup.

Agent Traffic Lab Discovery API

The Discovery API from Agent Traffic Lab — 4 operation(s) for discovery.

Agent Traffic Lab Fast API

The FastAPI API from Agent Traffic Lab — 1 operation(s) for fastapi.

Agent Traffic Lab Flow Valve API

The Flow Valve API from Agent Traffic Lab — 8 operation(s) for flow valve.

Agent Traffic Lab Framework Middleware API

The Framework Middleware API from Agent Traffic Lab — 3 operation(s) for framework middleware.

Agent Traffic Lab Health API

The Health API from Agent Traffic Lab — 1 operation(s) for health.

Agent Traffic Lab Intent Entrance API

The Intent Entrance API from Agent Traffic Lab — 7 operation(s) for intent entrance.

Agent Traffic Lab MCP API

The Mcp API from Agent Traffic Lab — 1 operation(s) for mcp.

Agent Traffic Lab Metrics API

The Metrics API from Agent Traffic Lab — 1 operation(s) for metrics.

Agent Traffic Lab Operating Loop API

The Operating Loop API from Agent Traffic Lab — 2 operation(s) for operating loop.

Agent Traffic Lab Parking Lot API

The Parking Lot API from Agent Traffic Lab — 11 operation(s) for parking lot.

Agent Traffic Lab Persistence API

The Persistence API from Agent Traffic Lab — 1 operation(s) for persistence.

Agent Traffic Lab Preflight API

The Preflight API from Agent Traffic Lab — 1 operation(s) for preflight.

Agent Traffic Lab Protocol API

The Protocol API from Agent Traffic Lab — 1 operation(s) for protocol.

Agent Traffic Lab Recommend API

The Recommend API from Agent Traffic Lab — 1 operation(s) for recommend.

Agent Traffic Lab Score API

The Score API from Agent Traffic Lab — 1 operation(s) for score.

Agent Traffic Lab Server.json API

The Server.json API from Agent Traffic Lab — 1 operation(s) for server.json.

Agent Traffic Lab Services API

The Services API from Agent Traffic Lab — 1 operation(s) for services.

Agent Traffic Lab Traffic API

The Traffic API from Agent Traffic Lab — 1 operation(s) for traffic.

Agent Traffic Lab Verify API

The Verify API from Agent Traffic Lab — 1 operation(s) for verify.

Agent Traffic Lab .well Known API

The .well Known API from Agent Traffic Lab — 6 operation(s) for .well known.

Scroll for all 22

Semantic Vocabularies 1

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

Agenttrafficlab Com Context

2 classes · 6 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Agent Traffic Lab API Rules

10 rules · 7 errors 1 warnings 2 info

SPECTRAL

Security Posture 1

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

Agenttrafficlab Com Domain Security

TLSv1.3

SECURITY

Agentic Access 1

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

Agenttrafficlab Com Agentic Access

68 operations · 28 acting · 7 human-in-the-loop

68 operations · 28 acting

AGENTIC

Resources

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

LLMsTxt

LLMsTxt

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

ErrorCatalog

Conformance

Build 2

SDKs, sample code, and the tooling you integrate with

SDKs

SDKs

Packages

Packages

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Company 1

The organization behind the API

Website

Website

Other 3

Properties that don't map to a standard resource type

AgentCard

AgentCard

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: agenttrafficlab-com
name: Agent Traffic Lab
description: Agent Traffic Lab provides a routing platform that connects AI agents to supported tasks such as search, extraction,
  summarization, translation, and classification. It evaluates provider eligibility, applies policy and budget constraints,
  and executes tasks with bounded fallback, delivering durable outcomes and performance metrics.
url: https://artifacts.apis.io/agenttrafficlab-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-01 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-01'
modified: '2026-11-01'
tags:
- Artificial Intelligence
- Routing
- Automation
- Agents
- Platform
- Company
tags_raw:
- AI
- Routing
- Automation
- Agents
- Platform
- Company
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/agenttrafficlab-com-agentic-access.yml
- type: Spectral
  url: rules/agenttrafficlab-com-rules.yml
- type: JSONLD
  url: json-ld/agenttrafficlab-com-context.jsonld
- type: Vocabulary
  url: vocabulary/agenttrafficlab-com-vocabulary.yml
- type: DataModel
  url: data-model/agenttrafficlab-com-data-model.yml
- type: ErrorCatalog
  url: errors/agenttrafficlab-com-problem-types.yml
- type: Conformance
  url: conformance/agenttrafficlab-com-conformance.yml
- type: LLMsTxt
  url: llms/agenttrafficlab-com-llms.txt
- type: AgentCard
  url: a2a/agenttrafficlab-com-a2a.yml
- type: Hosts
  url: hosts/agenttrafficlab-com-hosts.yml
- type: Vendors
  url: vendors/agenttrafficlab-com-vendors.yml
- type: SDKs
  url: packages/agenttrafficlab-com-packages.yml
- type: Packages
  url: packages/agenttrafficlab-com-packages.yml
- type: DomainSecurity
  url: security/agenttrafficlab-com-domain-security.yml
- type: Website
  url: https://agenttrafficlab.com/
apis:
- aid: agenttrafficlab-com:agenttrafficlab-com-a2a-api
  name: Agent Traffic Lab A2a API
  description: The A2a API from Agent Traffic Lab — 1 operation(s) for a2a.
  humanURL: https://agenttrafficlab.com/
  tags:
  - A2A
  tags_raw:
  - A2a
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-a2a-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-cleanup-api
  name: Agent Traffic Lab Cleanup API
  description: The Cleanup API from Agent Traffic Lab — 10 operation(s) for cleanup.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Cleanup
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-cleanup-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-discovery-api
  name: Agent Traffic Lab Discovery API
  description: The Discovery API from Agent Traffic Lab — 4 operation(s) for discovery.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Discovery
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-discovery-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-fastapi-api
  name: Agent Traffic Lab Fast API
  description: The FastAPI API from Agent Traffic Lab — 1 operation(s) for fastapi.
  humanURL: https://agenttrafficlab.com/
  tags:
  - FastAPI
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-fastapi-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-flow-valve-api
  name: Agent Traffic Lab Flow Valve API
  description: The Flow Valve API from Agent Traffic Lab — 8 operation(s) for flow valve.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Flow Valve
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-flow-valve-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-framework-middleware-api
  name: Agent Traffic Lab Framework Middleware API
  description: The Framework Middleware API from Agent Traffic Lab — 3 operation(s) for framework middleware.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Framework Middleware
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-framework-middleware-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-health-api
  name: Agent Traffic Lab Health API
  description: The Health API from Agent Traffic Lab — 1 operation(s) for health.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Health
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-health-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-intent-entrance-api
  name: Agent Traffic Lab Intent Entrance API
  description: The Intent Entrance API from Agent Traffic Lab — 7 operation(s) for intent entrance.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Intent Entrance
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-intent-entrance-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-mcp-api
  name: Agent Traffic Lab MCP API
  description: The Mcp API from Agent Traffic Lab — 1 operation(s) for mcp.
  humanURL: https://agenttrafficlab.com/
  tags:
  - MCP
  tags_raw:
  - Mcp
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-mcp-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-metrics-api
  name: Agent Traffic Lab Metrics API
  description: The Metrics API from Agent Traffic Lab — 1 operation(s) for metrics.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Metrics
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-metrics-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-operating-loop-api
  name: Agent Traffic Lab Operating Loop API
  description: The Operating Loop API from Agent Traffic Lab — 2 operation(s) for operating loop.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Operating Loop
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-operating-loop-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-parking-lot-api
  name: Agent Traffic Lab Parking Lot API
  description: The Parking Lot API from Agent Traffic Lab — 11 operation(s) for parking lot.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Parking Lot
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-parking-lot-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-persistence-api
  name: Agent Traffic Lab Persistence API
  description: The Persistence API from Agent Traffic Lab — 1 operation(s) for persistence.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Persistence
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-persistence-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-preflight-api
  name: Agent Traffic Lab Preflight API
  description: The Preflight API from Agent Traffic Lab — 1 operation(s) for preflight.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Preflight
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-preflight-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-protocol-api
  name: Agent Traffic Lab Protocol API
  description: The Protocol API from Agent Traffic Lab — 1 operation(s) for protocol.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Protocol
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-protocol-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-recommend-api
  name: Agent Traffic Lab Recommend API
  description: The Recommend API from Agent Traffic Lab — 1 operation(s) for recommend.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Recommend
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-recommend-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-score-api
  name: Agent Traffic Lab Score API
  description: The Score API from Agent Traffic Lab — 1 operation(s) for score.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Score
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-score-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-server-json-api
  name: Agent Traffic Lab Server.json API
  description: The Server.json API from Agent Traffic Lab — 1 operation(s) for server.json.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Server.json
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-server-json-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-services-api
  name: Agent Traffic Lab Services API
  description: The Services API from Agent Traffic Lab — 1 operation(s) for services.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Services
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-services-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-traffic-api
  name: Agent Traffic Lab Traffic API
  description: The Traffic API from Agent Traffic Lab — 1 operation(s) for traffic.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Traffic
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-traffic-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-verify-api
  name: Agent Traffic Lab Verify API
  description: The Verify API from Agent Traffic Lab — 1 operation(s) for verify.
  humanURL: https://agenttrafficlab.com/
  tags:
  - Verify
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-verify-api-openapi.yml
- aid: agenttrafficlab-com:agenttrafficlab-com-well-known-api
  name: Agent Traffic Lab .well Known API
  description: The .well Known API from Agent Traffic Lab — 6 operation(s) for .well known.
  humanURL: https://agenttrafficlab.com/
  tags:
  - .well Known
  properties:
  - type: OpenAPI
    url: openapi/agenttrafficlab-com-well-known-api-openapi.yml
x-enrichment:
  date: '2026-11-01'
  status: enriched
  artifacts_added: 20
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Agent Traffic Lab API — frequently asked questions

Does Agent Traffic Lab have an API?

Yes. APIs.io lists 22 APIs from Agent Traffic Lab, including Agent Traffic Lab A2a API, Agent Traffic Lab Cleanup API and Agent Traffic Lab Discovery API, and 19 more.

Is there an OpenAPI specification for the Agent Traffic Lab API?

Yes. APIs.io indexes 22 OpenAPI specifications for Agent Traffic Lab, each linked for download from this page.

Is the Agent Traffic Lab API ready for AI agents?

Agent Traffic Lab has a Kin Score of 18.6 out of 100 (emerging) and an Agent Readiness score of 25.7 (agent-aware), scored by API Evangelist on 2026-11-01.

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