quantmcp.vercel.app
quantmcp.vercel.app
live
Unverified (seed import)
Finance & Crypto
18 tools
imperative implementation
QuantMCP
First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com
Answer 5 · Act 13 · Transact 0 · Score: Not yet scored
Tool inspector
optimize_universe
act
imperative
Evaluate one bounded parameter space across the selected universe. Scores use median cross-asset out-of-sample quality and penalize asset failures, rather than letting one market dominate. The best shared region is persisted in the workspace for the next trade simulation.
Input schema
| Property | Type | Required | Description |
|---|---|---|---|
assets |
— | no | — |
timeframe |
string | yes | — |
conditions |
array | yes | — |
parameterSpace |
object | yes | — |
forwardHorizon |
integer | yes | — |
minimumEvents |
integer | no | — |
Raw JSON schema
{
"type": "object",
"additionalProperties": false,
"properties": {
"assets": {
"oneOf": [
{
"type": "string",
"const": "all"
},
{
"type": "array",
"minItems": 1,
"maxItems": 8,
"uniqueItems": true,
"items": {
"type": "string",
"minLength": 1,
"maxLength": 12
}
}
]
},
"timeframe": {
"type": "string",
"enum": [
"1m",
"5m",
"15m",
"30m",
"1h"
]
},
"conditions": {
"type": "array",
"minItems": 1,
"maxItems": 6,
"items": {
"oneOf": [
{
"type": "object",
"additionalProperties": false,
"properties": {
"kind": {
"enum": [
"sma",
"ema",
"previous-high",
"previous-low"
]
},
"period": {
"type": "integer",
"minimum": 1,
"maximum": 10000
},
"comparator": {
"type": "string",
"enum": [
"above",
"below"
]
}
},
"required": [
"kind",
"period",
"comparator"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"kind": {
"const": "rsi"
},
"period": {
"type": "integer",
"minimum": 1,
"maximum": 10000
},
"comparator": {
"type": "string",
"enum": [
"above",
"below"
]
},
"threshold": {
"type": "number",
"minimum": 0,
"maximum": 100
}
},
"required": [
"kind",
"period",
"comparator",
"threshold"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"kind": {
"const": "atr"
},
"period": {
"type": "integer",
"minimum": 1,
"maximum": 10000
},
"comparator": {
"type": "string",
"enum": [
"above",
"below"
]
},
"threshold": {
"type": "number"
}
},
"required": [
"kind",
"period",
"comparator",
"threshold"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"kind": {
"const": "volatility"
},
"period": {
"type": "integer",
"minimum": 1,
"maximum": 10000
},
"comparator": {
"type": "string",
"enum": [
"above",
"below"
]
},
"threshold": {
"type": "number"
}
},
"required": [
"kind",
"period",
"comparator",
"threshold"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"kind": {
"const": "z-score"
},
"period": {
"type": "integer",
"minimum": 1,
"maximum": 10000
},
"comparator": {
"type": "string",
"enum": [
"above",
"below"
]
},
"threshold": {
"type": "number"
}
},
"required": [
"kind",
"period",
"comparator",
"threshold"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"kind": {
"const": "momentum"
},
"period": {
"type": "integer",
"minimum": 1,
"maximum": 10000
},
"comparator": {
"type": "string",
"enum": [
"above",
"below"
]
},
"threshold": {
"type": "number"
}
},
"required": [
"kind",
"period",
"comparator",
"threshold"
]
},
{
"type": "object",
"additionalProperties": false,
"properties": {
"kind": {
"const": "volatility-percentile"
},
"period": {
"type": "integer",
"minimum": 1,
"maximum": 10000
},
"comparator": {
"type": "string",
"enum": [
"above",
"below"
]
},
"lookback": {
"type": "integer",
"minimum": 1,
"maximum": 100000
},
"threshold": {
"type": "number",
"minimum": 0,
"maximum": 100
}
},
"required": [
"kind",
"period",
"comparator",
"lookback",
"threshold"
]
}
]
}
},
"parameterSpace": {
"type": "object",
"additionalProperties": false,
"minProperties": 1,
"properties": {
"rsiPeriod": {
"type": "array",
"minItems": 1,
"maxItems": 20,
"uniqueItems": true,
"items": {
"type": "number",
"exclusiveMinimum": 0
}
},
"rsiThreshold": {
"type": "array",
"minItems": 1,
"maxItems": 20,
"uniqueItems": true,
"items": {
"type": "number",
"exclusiveMinimum": 0
}
},
"smaPeriod": {
"type": "array",
"minItems": 1,
"maxItems": 20,
"uniqueItems": true,
"items": {
"type": "number",
"exclusiveMinimum": 0
}
},
"emaPeriod": {
"type": "array",
"minItems": 1,
"maxItems": 20,
"uniqueItems": true,
"items": {
"type": "number",
"exclusiveMinimum": 0
}
},
"volatilityPeriod": {
"type": "array",
"minItems": 1,
"maxItems": 20,
"uniqueItems": true,
"items": {
"type": "number",
"exclusiveMinimum": 0
}
},
"volatilityPercentileThreshold": {
"type": "array",
"minItems": 1,
"maxItems": 20,
"uniqueItems": true,
"items": {
"type": "number",
"exclusiveMinimum": 0
}
},
"volatilityLookback": {
"type": "array",
"minItems": 1,
"maxItems": 20,
"uniqueItems": true,
"items": {
"type": "number",
"exclusiveMinimum": 0
}
}
}
},
"forwardHorizon": {
"type": "integer",
"minimum": 1,
"maximum": 10000
},
"minimumEvents": {
"type": "integer",
"minimum": 1,
"maximum": 1000,
"default": 30
}
},
"required": [
"timeframe",
"conditions",
"parameterSpace",
"forwardHorizon"
]
}
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