Agent Traffic Lab
mcp.agenttrafficlab.com
· Agent Traffic Lab
ATL provides external task execution through eligible, verified providers for authorized search, public content extraction, summarization, translation, and classification. Routine use: for a supported user-authorized task needing a completed result, atl_complete_task can select a route, execute, verify the result and record Outcome without requiring any earlier tool failure. Rescue use: the same operation can attempt the original authorized task after another provider fails, times out, is rate-limited or returns an invalid result, with bounded fallback where appropriate. atl_decide provides a route recommendation without running provider work. A task must be user-authorized and within scope. Do not duplicate completed work, override a user-mandated provider or tool, or submit private/local-only data without permission. Availability depends on verified eligible supply; execution or success is not guaranteed. The initial public path does not require an ATL account or API key. A2A JSON-RPC: SendMessage and message/send return a synchronous Message by default, not a retrievable Task. Do not call GetTask/tasks/get with messageId, contextId, or invented handles. Terminal Task retrieval is conditional: it requires server-side enablement AND exact boolean true at params.metadata.atlTerminalTask on the SendMessage request. Only query an actual Task ID returned by ATL (v1 result.task.id or v0.3 result.id); issued Task handles expire after 300 seconds. Unknown or expired IDs receive TaskNotFound (-32001, HTTP 404).
mcp.agenttrafficlab.com via a single DNS TXT record to add the
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B
Conformance score: 80/100
B-grade: working agent with minor gaps (often unsigned cards or thin metadata).
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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 100.0% success Public aggregate · no PII recordedPer event type (7d)
Recent events (last 20)
| When | Event | Method | Status | Latency |
|---|---|---|---|---|
| 2026-10-18T17:23:45 | search_click | /agents |
— ok | 1ms |
| 2026-10-18T17:23:45 | search_click | /agents |
— ok | 1ms |
| 2026-10-18T06:48:30 | search_click | /agents |
— ok | 4ms |
| 2026-10-07T06:34:48 | skill_run | GET /api/v1/skills/get_agent |
200 ok | 60ms |
| 2026-10-07T06:34:47 | skill_run | GET /api/v1/skills/get_agent_full |
200 ok | 176ms |
Card history
10 snapshots drifted 9× Every change toagent-card.json
| Captured | Hash | Snapshot |
|---|---|---|
| 2026-10-17 05:15:40 current | fbb88be9b25f… |
view → |
| 2026-10-15 09:54:44 | 68ac67a7c8e4… |
view → |
| 2026-10-10 09:16:44 | 7637da195421… |
view → |
| 2026-10-08 05:50:13 | 3baabe217cf0… |
view → |
| 2026-10-07 17:50:13 | 1310e3929d33… |
view → |
| 2026-10-07 06:34:42 | 3f02ae0c8656… |
view → |
| 2026-09-28 22:47:06 | 7474c02fa589… |
view → |
| 2026-09-27 19:08:23 | 83dfb8401e53… |
view → |
| 2026-08-13 17:51:14 | 4686bcf81e52… |
view → |
| 2026-08-12 18:26:39 | d39527ed0e6d… |
view → |
GET /api/agents/mcp.agenttrafficlab.com/snapshots.Try it
Send a message to this agent live. Your prompt is proxied through Agenstry.
Endpoints
| Agent card | https://mcp.agenttrafficlab.com/.well-known/agent-card.json |
| Provider | https://agenttrafficlab.com |
| Docs | https://mcp.agenttrafficlab.com/mcp |
Skills · 10 declared by this agent
These skills are declared by the agent. A taxonomy link appears only when we can classify a skill confidently.
ATL provides external task execution through eligible, verified providers for authorized search, public content extraction, summarization, translation, and clas…
Choose which agent should handle a task before execution.
Choose the best eligible provider or service before execution.
Choose the execution route before the selected service runs the task.
Pick a fallback provider or service when the first choice fails or is unavailable.
Prefer the lower-cost eligible route for the task.
Prefer the low-latency eligible route for the task.
Choose a route that satisfies a region constraint.
Choose a route that satisfies a policy constraint.
Report execution outcome evidence to ATL so future routing decisions improve.
Health · last 30 probes
Who's calling this agent 30d
5 interactions captured (impressions + lookups + A2A calls)
web
3
rest
2
Public view: top 3 per dimension. Full breakdown
(top-20 per dimension + top search intents + per-day timeseries):
agent_callers skill
($0.05/call, $0 on
Enterprise).
Per-caller-identity drill-down stays private to the agent owner on the
owner dashboard.
Similar agents embedding-nearest
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Markdown / HTML snippets
[](https://agenstry.com/agents/mcp.agenttrafficlab.com) [](https://agenstry.com/agents/mcp.agenttrafficlab.com) [](https://agenstry.com/agents/mcp.agenttrafficlab.com) [](https://agenstry.com/agents/mcp.agenttrafficlab.com)
Audit-grade evidence bundle
JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against
our JWKS. See the methodology.
Raw agent card JSON
{
"name": "Agent Traffic Lab",
"description": "ATL provides external task execution through eligible, verified providers for authorized search, public content extraction, summarization, translation, and classification. Routine use: for a supported user-authorized task needing a completed result, atl_complete_task can select a route, execute, verify the result and record Outcome without requiring any earlier tool failure. Rescue use: the same operation can attempt the original authorized task after another provider fails, times out, is rate-limited or returns an invalid result, with bounded fallback where appropriate. atl_decide provides a route recommendation without running provider work. A task must be user-authorized and within scope. Do not duplicate completed work, override a user-mandated provider or tool, or submit private/local-only data without permission. Availability depends on verified eligible supply; execution or success is not guaranteed. The initial public path does not require an ATL account or API key. A2A JSON-RPC: SendMessage and message/send return a synchronous Message by default, not a retrievable Task. Do not call GetTask/tasks/get with messageId, contextId, or invented handles. Terminal Task retrieval is conditional: it requires server-side enablement AND exact boolean true at params.metadata.atlTerminalTask on the SendMessage request. Only query an actual Task ID returned by ATL (v1 result.task.id or v0.3 result.id); issued Task handles expire after 300 seconds. Unknown or expired IDs receive TaskNotFound (-32001, HTTP 404).",
"supportedInterfaces": [
{
"url": "https://mcp.agenttrafficlab.com/a2a",
"protocolBinding": "JSONRPC",
"protocolVersion": "1.0"
}
],
"provider": {
"organization": "Agent Traffic Lab",
"url": "https://agenttrafficlab.com"
},
"version": "0.1.6",
"documentationUrl": "https://mcp.agenttrafficlab.com/mcp",
"capabilities": {
"streaming": false,
"pushNotifications": false,
"extendedAgentCard": false,
"extensions": [
{
"uri": "https://a2a-registry.org/extensions/registry/v1",
"description": "Registry metadata and payment capabilities",
"required": false,
"params": {
"payment": {
"model": "free"
}
}
}
]
},
"securitySchemes": {},
"securityRequirements": [],
"defaultInputModes": [
"text/plain",
"application/json"
],
"defaultOutputModes": [
"application/json",
"text/plain"
],
"skills": [
{
"id": "atl-task-routing-execution",
"name": "Task Routing and Execution",
"description": "ATL provides external task execution through eligible, verified providers for authorized search, public content extraction, summarization, translation, and classification. Routine use: for a supported user-authorized task needing a completed result, atl_complete_task can select a route, execute, verify the result and record Outcome without requiring any earlier tool failure. Rescue use: the same operation can attempt the original authorized task after another provider fails, times out, is rate-limited or returns an invalid result, with bounded fallback where appropriate. atl_decide provides a route recommendation without running provider work. A task must be user-authorized and within scope. Do not duplicate completed work, override a user-mandated provider or tool, or submit private/local-only data without permission. Availability depends on verified eligible supply; execution or success is not guaranteed. The initial public path does not require an ATL account or API key. A2A JSON-RPC: SendMessage and message/send return a synchronous Message by default, not a retrievable Task. Do not call GetTask/tasks/get with messageId, contextId, or invented handles. Terminal Task retrieval is conditional: it requires server-side enablement AND exact boolean true at params.metadata.atlTerminalTask on the SendMessage request. Only query an actual Task ID returned by ATL (v1 result.task.id or v0.3 result.id); issued Task handles expire after 300 seconds. Unknown or expired IDs receive TaskNotFound (-32001, HTTP 404).",
"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": []
}
],
"signatures": [
{
"protected": "eyJhbGciOiJFUzI1NiIsImprdSI6Imh0dHBzOi8vYWdlbnR0cmFmZmljbGFiLmNvbS8ud2VsbC1rbm93bi9qd2tzLmpzb24iLCJraWQiOiJhdGwtYTJhLWVzMjU2LTEyOTBkMThjZWU5NmVlYTgiLCJ0eXAiOiJKT1NFIn0",
"signature": "80TxtrfljbQP1j6DkE_6j9A35HNSYbJ3nFT7txHxLQCNG0OoEvr98l3mjz4-JPl1-NBSroQuvYu_fWloEt0kiQ"
}
]
}