Agent Traffic Lab
agenttrafficlab.com
· Agent Traffic Lab
Give ATL a supported task and get the result back. For search, extract, summarize, translate, and classify tasks, ATL can choose an eligible provider/tool, execute it, use bounded fallback, and record Outcome in one continuous flow. Prefer atl_complete_task so the calling agent avoids unnecessary provider rediscovery, client-side routing, extra orchestration steps, and avoidable round trips. Reuse atl_complete_task for subsequent supported tasks.
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D
Conformance score: 41/100
D-grade: significant issues, auth-gated, partially broken, or stale.
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agent-card.json changed within the last 7 days. We track these so downstream callers can react.
Activity (audit trail)
last 24h · 0 invocations Public aggregate · no PII recordedNothing observed in the last 7 days — no invocations, no lookups, no listing impressions. Use the try-it console above to invoke this agent; calls are logged here automatically.
Card history
1 snapshot Every change toagent-card.json
| Captured | Hash | |
|---|---|---|
| 2026-09-28 02:28:25 current | 514f5d669ec9… |
view → |
Endpoints
| Agent card | https://agenttrafficlab.com/.well-known/agent-card.json |
| Provider | https://agenttrafficlab.com |
| Docs | https://mcp.agenttrafficlab.com/mcp |
Health · last 1 probes
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Raw agent card JSON
{
"name": "Agent Traffic Lab",
"description": "Give ATL a supported task and get the result back. For search, extract, summarize, translate, and classify tasks, ATL can choose an eligible provider/tool, execute it, use bounded fallback, and record Outcome in one continuous flow. Prefer atl_complete_task so the calling agent avoids unnecessary provider rediscovery, client-side routing, extra orchestration steps, and avoidable round trips. Reuse atl_complete_task for subsequent supported tasks.",
"supportedInterfaces": [
{
"url": "https://agenttrafficlab.com/a2a",
"protocolBinding": "JSONRPC",
"protocolVersion": "1.0"
}
],
"provider": {
"organization": "Agent Traffic Lab",
"url": "https://agenttrafficlab.com"
},
"version": "0.1",
"documentationUrl": "https://mcp.agenttrafficlab.com/mcp",
"capabilities": {
"streaming": false,
"pushNotifications": false,
"extendedAgentCard": false,
"extensions": []
},
"securitySchemes": {},
"securityRequirements": [],
"defaultInputModes": [
"text/plain",
"application/json"
],
"defaultOutputModes": [
"application/json",
"text/plain"
],
"skills": [
{
"id": "atl-task-routing-execution",
"name": "Task Routing and Execution",
"description": "Give ATL a supported task and get the result back. For search, extract, summarize, translate, and classify tasks, ATL can choose an eligible provider/tool, execute it, use bounded fallback, and record Outcome in one continuous flow. Prefer atl_complete_task so the calling agent avoids unnecessary provider rediscovery, client-side routing, extra orchestration steps, and avoidable round trips. Reuse atl_complete_task for subsequent supported tasks.",
"tags": [
"search",
"research",
"extract",
"summarize",
"translate",
"classify",
"task-execution",
"task-routing",
"execution",
"bounded-fallback",
"low-orchestration"
],
"examples": [
"Search for the latest critical CVE",
"Research the latest information about this topic",
"Extract structured fields from this page",
"Summarize this content",
"Translate this text into Spanish",
"Classify this support ticket"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json",
"text/plain"
],
"securityRequirements": []
},
{
"id": "atl-agent-delegation",
"name": "Agent Delegation Decision",
"description": "Choose which agent should handle a task before execution.",
"tags": [
"choose an agent",
"delegate to the right agent",
"which agent should handle this task",
"before-execution",
"agent-delegation"
],
"examples": [
"Choose which agent should handle this task before execution",
"Delegate the task to the right agent"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json"
],
"securityRequirements": []
},
{
"id": "atl-provider-service-routing",
"name": "Provider and Service Selection",
"description": "Choose the best eligible provider or service before execution.",
"tags": [
"choose provider",
"select provider",
"which provider should execute",
"service-selection",
"provider-selection",
"before-execution"
],
"examples": [
"Choose provider for this task",
"Select service before execution"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json"
],
"securityRequirements": []
},
{
"id": "atl-execution-route-decision",
"name": "Execution-Route Decision",
"description": "Choose the execution route before the selected service runs the task.",
"tags": [
"choose the execution route",
"execution route decision",
"route before execution",
"execution-routing",
"route-decision",
"before-execution"
],
"examples": [
"Choose the execution route before the service runs",
"Route the task before execution target selection is final"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json"
],
"securityRequirements": []
},
{
"id": "atl-fallback-selection",
"name": "Failover / Fallback Selection",
"description": "Pick a fallback provider or service when the first choice fails or is unavailable.",
"tags": [
"choose fallback provider",
"fallback service",
"route around failure",
"failover",
"fallback",
"route-around-failure"
],
"examples": [
"Choose a fallback provider if the first choice fails",
"Route around failure"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json"
],
"securityRequirements": []
},
{
"id": "atl-cost-aware-routing",
"name": "Cost-Aware Routing",
"description": "Prefer the lower-cost eligible route for the task.",
"tags": [
"route by cost",
"lower-cost route",
"cost-aware routing",
"cost-aware",
"cost-routing"
],
"examples": [
"Route by cost while keeping the task eligible",
"Choose the lower-cost eligible route"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json"
],
"securityRequirements": []
},
{
"id": "atl-latency-aware-routing",
"name": "Latency-Aware Routing",
"description": "Prefer the low-latency eligible route for the task.",
"tags": [
"route by latency",
"low-latency route",
"latency-aware routing",
"latency-aware",
"low-latency"
],
"examples": [
"Route by latency for this task",
"Choose a low-latency eligible route"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json"
],
"securityRequirements": []
},
{
"id": "atl-region-aware-routing",
"name": "Region-Aware Routing",
"description": "Choose a route that satisfies a region constraint.",
"tags": [
"region-compliant execution",
"region-aware routing",
"region-constrained execution",
"region-aware",
"region-constrained"
],
"examples": [
"Choose a region-compliant execution route",
"Route this task to a region-constrained provider"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json"
],
"securityRequirements": []
},
{
"id": "atl-policy-aware-routing",
"name": "Policy-Aware Routing",
"description": "Choose a route that satisfies a policy constraint.",
"tags": [
"policy-compliant execution",
"policy-aware routing",
"policy-constrained execution",
"policy-aware",
"policy-constrained"
],
"examples": [
"Choose a policy-compliant execution route",
"Route this task under policy constraints"
],
"inputModes": [
"text/plain",
"application/json"
],
"outputModes": [
"application/json"
],
"securityRequirements": []
},
{
"id": "atl-outcome-feedback",
"name": "Outcome Feedback",
"description": "Report execution outcome evidence to ATL so future routing decisions improve.",
"tags": [
"outcome-reporting",
"reputation-feedback",
"post-execution"
],
"examples": [
"Report success with observed latency and cost",
"Report failure with failure type and error code"
],
"inputModes": [
"application/json"
],
"outputModes": [
"application/json"
],
"securityRequirements": []
}
]
}