Agent Traffic Lab
Server Details
Execute supported agent tasks through verified providers with fallback and durable outcomes.
- Status
- Healthy
- Uptime
- 99.4% over 56 days
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- Repository
- wenhua6666668-oss/agent-traffic-lab-mcp
- GitHub Stars
- 1
- Server Listing
- Agent Traffic Lab
TDQS
Scored across 1 tool
With only one tool, there is no ambiguity about which tool to use. The single tool's purpose is clearly distinct and well-defined.
The tool name 'atl_complete_task' follows a consistent verb_noun pattern with a clear namespace prefix. There are no other tools to create inconsistency.
A single tool is borderline thin for the server's apparent scope of task delegation. While the tool is comprehensive, the count feels minimal and could limit flexibility.
The tool covers end-to-end task execution including routing, fallback, verification, and outcome recording. Minor gaps exist such as no separate status check or retrieval of past executions, but core functionality is present.
Available Tools
1 toolatl_complete_taskInspect
Delegate a supported external task to ATL for end-to-end execution, not just provider recommendations. ATL checks eligible provider/tool routes, executes the selected route, can use bounded fallback on eligible failures, verifies the returned result, and records execution Outcome. Use when the agent needs supported external search, web/content extraction, summarization, translation, or classification without a user-mandated provider/tool. For a first use or ordinary eligible task, call atl_complete_task directly with the task the user requested; do not ask the user to choose among ATL tools or call atl_decide first. Never invent a task or execute without a user request. Send the natural-language task once. Public first use does not require an ATL API key or ATL setup. Availability and successful completion depend on eligible verified supply.
| Name | Required | Description | Default |
|---|---|---|---|
| task | Yes | The natural-language task to complete. Include the goal and any relevant input, constraints, or desired output. | |
| required_capability | No | Optional capability hint. Omit unless the caller already knows the required capability; ATL normally derives a structured TaskSpec from the task. |
Output Schema
| Name | Required | Description |
|---|---|---|
| ok | Yes | True only when execution succeeded and ATL's task-level result verifier accepted the result. |
| stage | Yes | The furthest ATL product stage reached for this call. |
| result | Yes | The provider's task result. When ok=false, inspect result_validation before trusting it. |
| decision | Yes | ATL Decision evidence retained for advanced/debug consumers. |
| execution | Yes | ATL execution evidence retained for advanced/debug consumers; null when execution did not start. |
| capability | Yes | The supported capability selected or inferred for the task; empty if unavailable. |
| fallback_used | Yes | Whether bounded fallback/failover was used during execution. |
| execution_status | Yes | Provider execution status; EXECUTED alone does not imply task correctness. |
| result_validation | Yes | ATL task-level correctness checks. passed must be true before the result is treated as product success. |
| discovery_resume_used | No | True when ATL synchronously ran bounded discovery/promotion and retried the same task. |
| discovery_resume_status | No | Outcome of the same-call discovery resume attempt when used. |
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
3 tool updates
- Removed
atl_decide - Removed
atl_execute - Removed
atl_outcome
1 tool update
- Changed
atl_decide1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "additionalProperties": false, + "properties": { + "alternatives": { + "description": "Bounded alternate eligible routes, if any.", + "type": "array" + }, + "capability_evidence": { + "description": "Evidence that the selected route supports the required capability.", + "type": [ + "object", + "null" + ] + }, + "correlation_id": { + "description": "ATL correlation identifier associated with this Decision.", + "type": "string" + }, + "decision_id": { + "description": "Decision reference to pass unchanged to atl_execute when ok=true.", + "type": [ + "string", + "null" + ] + }, + "decision_status": { + "description": "Decision state such as DECISION_OK or NO_EXECUTABLE_PROVIDER.", + "type": "string" + }, + "error_code": { + "description": "Structured routing/rejection code when ok=false.", + "type": [ + "string", + "null" + ] + }, + "executable_handoff": { + "description": "Verified provider/tool handoff evidence for the selected route when available.", + "type": [ + "object", + "null" + ] + }, + "expires_at_ms": { + "description": "Decision expiration timestamp in Unix milliseconds when available.", + "type": [ + "integer", + "null" + ] + }, + "feedback_state": { + "description": "Whether prior provider feedback/reputation evidence was available or used.", + "type": "object" + }, + "message": { + "description": "Routing detail or rejection explanation.", + "type": [ + "string", + "null" + ] + }, + "next_step": { + "description": "Machine-readable atl_execute handoff added when the Decision is executable.", + "type": [ + "object", + "null" + ] + }, + "ok": { + "description": "True when ATL produced a valid executable Decision.", + "type": "boolean" + }, + "outcome": { + "description": "Outcome correlation handoff containing the exact token bound to this Decision.", + "type": [ + "object", + "null" + ] + }, + "reason_codes": { + "description": "Bounded routing reason codes supporting the Decision.", + "type": "array" + }, + "request_id": { + "description": "ATL request identifier associated with this Decision.", + "type": "string" + }, + "route": { + "description": "Machine-readable routing handoff evidence.", + "type": "object" + }, + "routing_boundary_evidence": { + "description": "Routing-boundary diagnostics when available.", + "type": [ + "object", + "null" + ] + }, + "selected": { + "description": "Selected provider/service/capability summary when an executable route exists.", + "type": [ + "object", + "null" + ] + }, + "status_code": { + "description": "ATL Decision status code for this routing request.", + "type": "integer" + } + }, + "required": [ + "ok", + "status_code", + "decision_status" + ], + "type": "object" +}
2 tool updates
- Changed
atl_execute1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "additionalProperties": true, + "properties": { + "adapter": { + "description": "Provider adapter used for the execution.", + "type": "string" + }, + "attempts": { + "description": "Ordered provider-attempt evidence, including bounded fallback attempts.", + "type": "array" + }, + "authorization_id": { + "description": "Execution authorization identifier validated by ATL.", + "type": "string" + }, + "billing_mode": { + "description": "Verified billing mode when known.", + "type": [ + "string", + "null" + ] + }, + "capability_id": { + "description": "Capability executed by the selected provider.", + "type": [ + "string", + "null" + ] + }, + "correlation_id": { + "description": "ATL correlation identifier associated with the Decision.", + "type": "string" + }, + "credential_source": { + "description": "Credential provenance used for provider execution when applicable.", + "type": [ + "string", + "null" + ] + }, + "decision_reference": { + "description": "ATL Decision reference that authorized this execution.", + "type": "string" + }, + "error_code": { + "description": "Structured rejection/failure code when ok=false.", + "type": "string" + }, + "execution_deadline_exhausted": { + "description": "Whether the global bounded execution deadline was exhausted.", + "type": "boolean" + }, + "execution_status": { + "description": "EXECUTED on provider success; FAILED when execution completed unsuccessfully.", + "type": "string" + }, + "failover_used": { + "description": "Whether more than one provider was attempted.", + "type": "boolean" + }, + "message": { + "description": "Structured rejection/failure explanation when ok=false.", + "type": "string" + }, + "observed_cost": { + "description": "Observed execution cost when verified; null when unknown.", + "type": [ + "number", + "null" + ] + }, + "observed_latency_ms": { + "description": "Observed provider execution latency in milliseconds.", + "type": [ + "number", + "null" + ] + }, + "ok": { + "description": "True only when the Decision-authorized execution reached EXECUTED.", + "type": "boolean" + }, + "output_text": { + "description": "Validated provider output text.", + "type": "string" + }, + "output_truncated": { + "description": "Whether ATL bounded/truncated the provider output.", + "type": "boolean" + }, + "provider_id": { + "description": "Provider that produced the final execution attempt.", + "type": [ + "string", + "null" + ] + }, + "reason_code": { + "description": "Validation or execution reason code; empty when no reason is needed.", + "type": "string" + }, + "request_id": { + "description": "ATL request identifier associated with the Decision.", + "type": "string" + }, + "response_contract_valid": { + "description": "Whether the provider response passed ATL's execution response contract validation.", + "type": "boolean" + }, + "service_id": { + "description": "Selected provider service identifier.", + "type": [ + "string", + "null" + ] + }, + "usage": { + "description": "Provider usage evidence when available.", + "type": "object" + } + }, + "required": [ + "ok" + ], + "type": "object" +}
- Changed
atl_outcome1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "additionalProperties": false, + "properties": { + "accepted": { + "description": "Whether ATL accepted the evidence as a new Outcome.", + "type": [ + "boolean", + "null" + ] + }, + "attempt_count": { + "description": "Number of observed execution attempts when available.", + "type": [ + "integer", + "null" + ] + }, + "attribution_summary": { + "description": "Provider/outcome attribution evidence when available.", + "type": [ + "object", + "null" + ] + }, + "correlation_id": { + "description": "Correlation identifier associated with the reported Decision.", + "type": "string" + }, + "duplicate": { + "description": "Whether this report was safely deduplicated against existing Outcome evidence.", + "type": [ + "boolean", + "null" + ] + }, + "error_code": { + "description": "Structured rejection code when the report was not accepted.", + "type": [ + "string", + "null" + ] + }, + "feedback_status": { + "description": "Feedback processing status when available.", + "type": [ + "string", + "null" + ] + }, + "final_provider_id": { + "description": "Provider attributed to the final observed execution.", + "type": [ + "string", + "null" + ] + }, + "message": { + "description": "Outcome ingestion detail or rejection explanation.", + "type": [ + "string", + "null" + ] + }, + "next_attempt_plan": { + "description": "Bounded next-attempt guidance when returned by the Outcome pipeline.", + "type": [ + "object", + "null" + ] + }, + "ok": { + "description": "True when the Outcome was accepted or recognized as a duplicate of an accepted report.", + "type": "boolean" + }, + "request_id": { + "description": "Request identifier associated with the reported Decision.", + "type": "string" + }, + "status_code": { + "description": "ATL Outcome ingestion status code.", + "type": "integer" + } + }, + "required": [ + "ok", + "status_code" + ], + "type": "object" +}
1 tool update
- Changed
atl_complete_task2 fields changed- added
Output schema / properties / discovery_resume_statusAdded value: +{ + "description": "Outcome of the same-call discovery resume attempt when used.", + "type": "string" +} - added
Output schema / properties / discovery_resume_usedAdded value: +{ + "description": "True when ATL synchronously ran bounded discovery/promotion and retried the same task.", + "type": "boolean" +}
2 tool updates
- Changed
atl_complete_task7 fields changed- changed
Input schema / properties / required_capability / descriptionPrevious value: -"Optional capability hint. Omit unless the caller already knows the required capability; ATL normally infers it from the task."New value: +"Optional capability hint. Omit unless the caller already knows the required capability; ATL normally derives a structured TaskSpec from the task." - changed
Output schema / properties / execution_status / descriptionPrevious value: -"ATL execution status; empty when execution did not start."New value: +"Provider execution status; EXECUTED alone does not imply task correctness." - changed
Output schema / properties / ok / descriptionPrevious value: -"True only when ATL completed execution successfully."New value: +"True only when execution succeeded and ATL's task-level result verifier accepted the result." - changed
Output schema / properties / result / descriptionPrevious value: -"The provider's useful task result. Empty when execution did not produce a usable result."New value: +"The provider's task result. When ok=false, inspect result_validation before trusting it." - added
Output schema / properties / result_validationAdded value: +{ + "description": "ATL task-level correctness checks. passed must be true before the result is treated as product success.", + "type": [ + "object", + "null" + ] +} - changed
Output schema / properties / stage / descriptionPrevious value: -"The furthest ATL stage reached for this call."New value: +"The furthest ATL product stage reached for this call." - changed
Output schema / requiredPrevious value: -[ - "ok", - "stage", - "capability", - "execution_status", - "fallback_used", - "result", - "decision", - "execution" -]New value: +[ + "ok", + "stage", + "capability", + "execution_status", + "fallback_used", + "result", + "decision", + "execution", + "result_validation" +]
- Changed
atl_decide1 field changed- changed
Input schema / properties / required_capability / descriptionPrevious value: -"The capability required for the task. Provide it when known; otherwise let ATL infer it where supported."New value: +"Optional capability hint. ATL's Task Intelligence layer normally derives the capability and semantic constraints from the task."
1 tool update
- Changed
atl_complete_task5 fields changed- changed
Output schema / properties / decision / descriptionPrevious value: -"The ATL Decision evidence used for execution."New value: +"ATL Decision evidence retained for advanced/debug consumers." - changed
Output schema / properties / execution / descriptionPrevious value: -"The ATL execution result; null when execution did not start."New value: +"ATL execution evidence retained for advanced/debug consumers; null when execution did not start." - changed
Output schema / properties / ok / descriptionPrevious value: -"True when ATL completed execution successfully."New value: +"True only when ATL completed execution successfully." - added
Output schema / properties / resultAdded value: +{ + "description": "The provider's useful task result. Empty when execution did not produce a usable result.", + "type": "string" +} - changed
Output schema / requiredPrevious value: -[ - "ok", - "stage", - "capability", - "execution_status", - "fallback_used", - "decision", - "execution" -]New value: +[ + "ok", + "stage", + "capability", + "execution_status", + "fallback_used", + "result", + "decision", + "execution" +]
4 tool updates
- Changed
atl_complete_task2 fields changed- changed
Input schema / properties / required_capability / descriptionPrevious value: -"Optional. Omit when ATL can infer the capability from the task."New value: +"Optional capability hint. Omit unless the caller already knows the required capability; ATL normally infers it from the task." - changed
Input schema / properties / task / descriptionPrevious value: -"The user's natural-language task. ATL should normally own the full decision-to-execution flow."New value: +"The natural-language task to complete. Include the goal and any relevant input, constraints, or desired output."
- Changed
atl_decide3 fields changed- changed
Input schema / properties / constraints / descriptionPrevious value: -"Optional hard requirements the selected provider must meet."New value: +"Optional routing constraints that ATL should honor when selecting an eligible provider or tool." - changed
Input schema / properties / required_capability / descriptionPrevious value: -"Capability the selected provider must support."New value: +"The capability required for the task. Provide it when known; otherwise let ATL infer it where supported." - changed
Input schema / properties / task / descriptionPrevious value: -"Natural-language task. ATL infers the required capability when possible."New value: +"The natural-language task or routing goal. Include relevant input, constraints, and desired output."
- Changed
atl_execute3 fields changed- changed
Input schema / properties / decision_reference / descriptionPrevious value: -"ATL decision ID returned by the prior atl_decide call."New value: +"Exact Decision reference returned by ATL. Copy it from atl_decide or next_step; never invent or modify it." - changed
Input schema / properties / input / descriptionPrevious value: -"Task input to send to the ATL-selected provider."New value: +"The task input to execute with the provider/tool selected by the referenced ATL Decision." - changed
Input schema / properties / outcome_correlation_token / descriptionPrevious value: -"ATL token returned with the prior decision to authorize this execution."New value: +"Exact Outcome correlation token returned with the ATL Decision. Copy it unchanged; never invent or modify it."
- Changed
atl_outcome7 fields changed- changed
Input schema / properties / correlation_id / descriptionPrevious value: -"Caller correlation ID linking this result to related work."New value: +"Correlation identifier associated with the original ATL Decision. Reuse the original value when required by the schema." - changed
Input schema / properties / decision_reference / descriptionPrevious value: -"ATL decision ID returned by the prior atl_decide call."New value: +"Exact Decision reference returned by ATL. Copy it from atl_decide or next_step; never invent or modify it." - changed
Input schema / properties / observed_cost / descriptionPrevious value: -"Observed provider execution cost."New value: +"Observed execution cost when known; omit when unavailable unless required by the schema." - changed
Input schema / properties / outcome_correlation_token / descriptionPrevious value: -"ATL token returned with the prior decision to authorize this outcome link."New value: +"Exact Outcome correlation token returned with the ATL Decision. Copy it unchanged; never invent or modify it." - changed
Input schema / properties / outcome_status / descriptionPrevious value: -"Final real-world execution result, such as SUCCESS or FAILURE."New value: +"Observed outcome status for the referenced Decision/execution, such as success or failure, using the schema's allowed value when constrained." - changed
Input schema / properties / provider_id / descriptionPrevious value: -"Provider selected by ATL for the prior decision."New value: +"Provider identifier associated with the observed execution. Do not use this field to override ATL's selected provider." - changed
Input schema / properties / request_id / descriptionPrevious value: -"Caller request ID associated with the prior ATL decision."New value: +"Request identifier associated with the original ATL Decision. Reuse the original value when required by the schema."
1 tool update
- Changed
atl_complete_task1 field changed- changed
Input schema / properties / task / descriptionPrevious value: -"The user's natural-language task."New value: +"The user's natural-language task. ATL should normally own the full decision-to-execution flow."
1 tool update
- Changed
atl_complete_task1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "additionalProperties": false, + "properties": { + "capability": { + "description": "The supported capability selected or inferred for the task; empty if unavailable.", + "type": "string" + }, + "decision": { + "description": "The ATL Decision evidence used for execution.", + "type": [ + "object", + "null" + ] + }, + "execution": { + "description": "The ATL execution result; null when execution did not start.", + "type": [ + "object", + "null" + ] + }, + "execution_status": { + "description": "ATL execution status; empty when execution did not start.", + "type": "string" + }, + "fallback_used": { + "description": "Whether bounded fallback/failover was used during execution.", + "type": "boolean" + }, + "ok": { + "description": "True when ATL completed execution successfully.", + "type": "boolean" + }, + "stage": { + "description": "The furthest ATL stage reached for this call.", + "enum": [ + "decision", + "execution", + "complete" + ], + "type": "string" + } + }, + "required": [ + "ok", + "stage", + "capability", + "execution_status", + "fallback_used", + "decision", + "execution" + ], + "type": "object" +}
1 tool update
- Added
atl_complete_task
Publisher details
- Operator
- Agent Traffic Lab · Publisher source
- Operator website
- https://agenttrafficlab.com · Publisher source
- Vendor relationship
- First-party · Publisher source
- Documentation
- https://agenttrafficlab.com/install · Publisher source
- Trust center
- Not available
- Restrictions
- No paid plan, admin approval, or custom OAuth app is required for the initial public-use path. ATL can be connected directly through the public MCP endpoint. · Publisher source
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