AOPX
Selects between supported SEARCH providers for ECONOMY or CRITICAL mode.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"aopx": {
"url": "https://api.aopx.fr/mcp/"
}
}
}Remote endpoints
https://api.aopx.fr/mcp/streamable-httpWhat it can do
Tool inventory
Tools (4)
🟢recommend_provider(mode, client_id, max_cost_eur, max_latency_ms)
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.
Input Schema
{
"type": "object",
"properties": {
"mode": {
"enum": [
"ECONOMY",
"BALANCED",
"CRITICAL"
],
"title": "Mode",
"type": "string"
},
"client_id": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Client Id"
},
"max_cost_eur": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Max Cost Eur"
},
"max_latency_ms": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Max Latency Ms"
}
},
"required": [
"mode"
],
"title": "recommend_providerArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "recommend_providerDictOutput"
}⚪report_outcome(recommendation_id, attempts)
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.
Input Schema
{
"type": "object",
"properties": {
"recommendation_id": {
"title": "Recommendation Id",
"type": "string"
},
"attempts": {
"items": {
"$ref": "#/$defs/ProviderAttempt"
},
"title": "Attempts",
"type": "array"
}
},
"required": [
"recommendation_id",
"attempts"
],
"$defs": {
"ProviderAttempt": {
"properties": {
"provider_id": {
"title": "Provider Id",
"type": "string"
},
"success": {
"title": "Success",
"type": "boolean"
},
"quality_score": {
"anyOf": [
{
"maximum": 1,
"minimum": 0,
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Quality Score"
},
"cost_eur": {
"anyOf": [
{
"minimum": 0,
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Cost Eur"
},
"latency_ms": {
"anyOf": [
{
"minimum": 0,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Latency Ms"
},
"error_type": {
"anyOf": [
{
"maxLength": 200,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Error Type"
}
},
"required": [
"provider_id",
"success"
],
"title": "ProviderAttempt",
"type": "object"
}
},
"title": "report_outcomeArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "report_outcomeDictOutput"
}🟢public_stats
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.
Input Schema
{
"type": "object",
"properties": {},
"title": "public_statsArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "public_statsDictOutput"
}🟢public_outcomes(limit)
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.
Input Schema
{
"type": "object",
"properties": {
"limit": {
"default": 100,
"title": "Limit",
"type": "integer"
}
},
"title": "public_outcomesArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "public_outcomesDictOutput"
}Community
Evidence