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AOPX

fr.aopx/aopx
MCP 및 에이전트 인프라 검색 및 리서치 사용 불가 MCP 2025-11-25

이 MCP로 할 수 있는 일

Recommends search providers for economy or critical execution modes and records caller-reported production outcomes.

기능

도구

4 도구
public_outcomes
Get recent public AOPX outcomes
Read recent caller-reported production outcomes from the AOPX public evidence surface. Use this to inspect what was reported after real recommendations were executed, not to request a new recommendation. Provider identities are exposed only through public aliases. LAB benchmarks, tests, shadow runs and replays are not returned here, and reported outcomes are not described as independently verified.
읽기 전용
입력 스키마 
{'type': 'object', 'title': 'public_outcomesArguments', 'properties': {'limit': {'type': 'integer', 'title': 'Limit', 'default': 100}}}
출력 스키마 
{'type': 'object', 'title': 'public_outcomesDictOutput', 'additionalProperties': True}
public_stats
Get public AOPX statistics
Read aggregate public statistics from the AOPX production pilot, including consultation and reported-outcome activity. Use this for public telemetry, not for provider recommendation. LAB benchmarks, tests, shadow runs and replay events are excluded from these production statistics.
읽기 전용
입력 스키마 
{'type': 'object', 'title': 'public_statsArguments', 'properties': {}}
출력 스키마 
{'type': 'object', 'title': 'public_statsDictOutput', 'additionalProperties': True}
recommend_provider
Recommend a search provider
Use when a software agent needs an AOPX recommendation for the SEARCH category instead of hard-coding a single supported provider. Supported modes are ECONOMY and CRITICAL. Returns a primary provider and, when applicable, a fallback provider plus a recommendation_id. AOPX does not execute the search and does not handle payment; the caller executes the provider path externally. After a real execution, call report_outcome with the same recommendation_id. max_cost_eur and max_latency_ms are accepted and recorded by the current v0 interface but are not enforced as hard routing constraints.
입력 스키마 
{'type': 'object', 'title': 'recommend_providerArguments', 'required': ['mode'], 'properties': {'mode': {'enum': ['ECONOMY', 'BALANCED', 'CRITICAL'], 'type': 'string', 'title': 'Mode'}, 'client_id': {'anyOf': [{'type': 'string'}, {'type': 'null'}], 'title': 'Client Id', 'default': None}, 'max_cost_eur': {'anyOf': [{'type': 'number'}, {'type': 'null'}], 'title': 'Max Cost Eur', 'default': None}, 'max_latency_ms': {'anyOf': [{'type': 'integer'}, {'type': 'null'}], 'title': 'Max Latency Ms', 'default': None}}}
출력 스키마 
{'type': 'object', 'title': 'recommend_providerDictOutput', 'additionalProperties': True}
report_outcome
Report a production outcome
Use only after a real external execution of a provider path returned by recommend_provider. Records the caller-reported production outcome for that recommendation_id. The recommendation must exist, only one outcome is accepted per recommendation, and provider attempts must match the recommended primary/fallback path. Reported outcomes are production evidence supplied by the caller; they are not described as independently verified outcomes.
입력 스키마 
{'type': 'object', '$defs': {'ProviderAttempt': {'type': 'object', 'title': 'ProviderAttempt', 'required': ['provider_id', 'success'], 'properties': {'success': {'type': 'boolean', 'title': 'Success'}, 'cost_eur': {'anyOf': [{'type': 'number', 'minimum': 0}, {'type': 'null'}], 'title': 'Cost Eur', 'default': None}, 'error_type': {'anyOf': [{'type': 'string', 'maxLength': 200}, {'type': 'null'}], 'title': 'Error Type', 'default': None}, 'latency_ms': {'anyOf': [{'type': 'integer', 'minimum': 0}, {'type': 'null'}], 'title': 'Latency Ms', 'default': None}, 'provider_id': {'type': 'string', 'title': 'Provider Id'}, 'quality_score': {'anyOf': [{'type': 'number', 'maximum': 1, 'minimum': 0}, {'type': 'null'}], 'title': 'Quality Score', 'default': None}}}}, 'title': 'report_outcomeArguments', 'required': ['recommendation_id', 'attempts'], 'properties': {'attempts': {'type': 'array', 'items': {'$ref': '#/$defs/ProviderAttempt'}, 'title': 'Attempts'}, 'recommendation_id': {'type': 'string', 'title': 'Recommendation Id'}}}
출력 스키마 
{'type': 'object', 'title': 'report_outcomeDictOutput', 'additionalProperties': True}
기록

최근 도구 변경

변경됨
recommend_provider
2026년 9월 29일 2:50 AM
변경됨
public_outcomes
2026년 9월 27일 2:42 AM
변경됨
public_stats
2026년 9월 27일 2:42 AM
변경됨
report_outcome
2026년 9월 27일 2:42 AM
변경됨
recommend_provider
2026년 9월 27일 2:42 AM
추가됨
public_outcomes
2026년 9월 23일 2:40 AM
추가됨
public_stats
2026년 9월 23일 2:40 AM
추가됨
report_outcome
2026년 9월 23일 2:40 AM
추가됨
recommend_provider
2026년 9월 23일 2:40 AM
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