AIStrategyMiner

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Design trading strategies with your AI and open them in a visual no-code Strategy Builder.

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https://aistrategyminer.com/mcp

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create_builder_link

Validates the flow and, if it has no errors, saves it and returns a aistrategyminer.com Strategy Builder URL that opens it on the canvas. A link expires 90 days after the same flow was first saved. The user backtests there and, with Pro, downloads the source to compile in MetaEditor.

flowobject, required

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Tools (7)

create_builder_link

Argument	Type	Description
flow*	object

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "flow"
  ],
  "properties": {
    "flow": {
      "type": "object",
      "required": [
        "flows"
      ],
      "properties": {
        "name": {
          "type": "string",
          "description": "Short plain name, letters/digits/spaces"
        },
        "flows": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "nodes"
            ],
            "properties": {
              "nodes": {
                "type": "array",
                "items": {
                  "type": "object",
                  "required": [
                    "id",
                    "type"
                  ],
                  "properties": {
                    "x": {
                      "type": "number"
                    },
                    "y": {
                      "type": "number"
                    },
                    "id": {
                      "type": "string",
                      "description": "Unique within the flow, e.g. n1"
                    },
                    "data": {
                      "type": "object",
                      "description": "Parameter values keyed by property key",
                      "additionalProperties": {
                        "type": [
                          "string",
                          "number",
                          "boolean"
                        ]
                      }
                    },
                    "type": {
                      "type": "string",
                      "description": "A node type from list_node_vocabulary"
                    }
                  },
                  "additionalProperties": false
                }
              },
              "settings": {
                "type": "object",
                "additionalProperties": {}
              },
              "connections": {
                "type": "array",
                "items": {
                  "type": "object",
                  "required": [
                    "from",
                    "to"
                  ],
                  "properties": {
                    "to": {
                      "type": "string"
                    },
                    "from": {
                      "type": "string"
                    },
                    "input": {
                      "type": "string"
                    },
                    "output": {
                      "type": "string"
                    }
                  },
                  "additionalProperties": false
                }
              }
            },
            "additionalProperties": false
          },
          "description": "Usually one flow. Several flows = a portfolio EA, one Start node each."
        },
        "settings": {
          "type": "object",
          "description": "Shared EA settings (same shape as get_template settings); omit for defaults",
          "additionalProperties": {}
        }
      },
      "additionalProperties": false
    }
  },
  "additionalProperties": false
}

get_miner_results

Reads a result summary that a Pro user handed over with the Hand to AI button in the Strategy Miner results (id from the user). Hand to AI is Pro only: the demo has no Hand to AI button, so a user who is not on Pro has no id to give. Returns the settings used, the realistic-cost settings if on, how many strategies each check removed and why, the four robustness tests, the strict re-checks when they ran (trade resampling, walk-forward optimisation, a re-run with price noise and changed settings; candidate.robust holds each test's pass/fail and numbers), and per-candidate metrics (search period, later period, other symbols, robustness, equity drawdown, bars where stop and target were both reached). It contains no strategy design (no conditions, no code) and never runs the generator or exports anything. The id expires 30 days after creation and the user can delete it. To propose next settings, build a link with open_strategy_miner. Past results say nothing certain about the future; do not describe them as profitable.

read-only

Argument	Type	Description
id*	string	The result id the user copied from the results screen

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "description": "The result id the user copied from the results screen"
    }
  },
  "additionalProperties": false
}

get_template

One template as a flow in exactly the shape validate_flow and create_builder_link accept. Use it as a model or a starting point.

read-only

Argument	Type	Description
id*	string	Template id from list_templates

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "description": "Template id from list_templates"
    }
  },
  "additionalProperties": false
}

list_node_vocabulary

Node types the Strategy Builder supports (indicators, conditions, orders, filters, exits...) with their parameters, defaults and port counts. Pass category to shorten the list.

read-only

Argument	Type	Description
category	string	e.g. indicator, condition, action

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "category": {
      "type": "string",
      "description": "e.g. indicator, condition, action"
    }
  },
  "additionalProperties": false
}

list_templates

Ready-made Strategy Builder strategies (id, name, description). Open one with get_template to see a complete, valid flow.

read-only

No arguments.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {}
}

open_strategy_miner

Returns an aistrategyminer.com link that opens the Strategy Miner (generator) with the given conditions already filled in: symbol, timeframe, direction, period, trial limit, minimum trades, seed, entry families, and optional realistic account and cost settings (spread_pips, commission, swap_long, swap_short, swap_unit, triple_swap_day, rollover_hour, session_start, session_end, min_stop_pips, sl_slippage_pips, gap_fill, friday_close_hour) and optional advanced settings (parts_only, parts_more, parts_less, period_min, period_max, period_step, conds_min, conds_max, allow_and, allow_or, allow_not, lookback, sl_min_pips, sl_max_pips, tp_min_pips, tp_max_pips, hours_mode, hours_start, hours_end, filters). Advanced settings choose which indicator parts the search may use (52 parts: the six defaults ma, rsi, bb, macd, stoch, donch plus 46 more that are off unless named in parts_only and make the search slower), how often each is picked, the indicator period range, how many conditions an entry has (1-4) and how they combine (AND, OR, NOT), how many extra bars back a condition may look, stop-loss and take-profit ranges in pips, a time-of-day window and extra filters. Values the generator cannot take, including out-of-range cost settings, are dropped and listed with the reason. Cost settings in the link are applied for that visit only: they are shown on screen and never overwrite the user's saved account settings, and they take effect only with Pro (the demo ignores them). Advanced settings behave the same way: they are filled into the Advanced section for that visit only, never overwrite the user's saved advanced settings, and a link without them searches exactly as before. Out-of-range values, unknown part names and contradictory pairs (for example period_min above period_max) are not rounded or repaired: they are dropped and listed with the reason; conds, stop-loss and take-profit ranges need both ends. This tool does NOT run the generator and does not export anything: the user runs it in their own browser, and the full generator and exports are part of Pro (without Pro the link opens the demo). The optional target (mql5, mql4, pine, ctrader or python) is only carried in the link as the intended export format; it is chosen again in the Builder after a candidate is opened. Not trading advice; candidates must be checked on other periods and in a strategy tester.

read-only

validate_flow

Checks a flow with the same engine the Strategy Builder uses. Returns errors (must fix) and warnings (review). Error codes: E201 loop, E202 no Start, E203 unreachable node, E204 unconnected input, E205 indicator wired straight into an order, E206 duplicate single-use node.

read-only

Argument	Type	Description
flow*	object

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "flow"
  ],
  "properties": {
    "flow": {
      "type": "object",
      "required": [
        "flows"
      ],
      "properties": {
        "name": {
          "type": "string",
          "description": "Short plain name, letters/digits/spaces"
        },
        "flows": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "nodes"
            ],
            "properties": {
              "nodes": {
                "type": "array",
                "items": {
                  "type": "object",
                  "required": [
                    "id",
                    "type"
                  ],
                  "properties": {
                    "x": {
                      "type": "number"
                    },
                    "y": {
                      "type": "number"
                    },
                    "id": {
                      "type": "string",
                      "description": "Unique within the flow, e.g. n1"
                    },
                    "data": {
                      "type": "object",
                      "description": "Parameter values keyed by property key",
                      "additionalProperties": {
                        "type": [
                          "string",
                          "number",
                          "boolean"
                        ]
                      }
                    },
                    "type": {
                      "type": "string",
                      "description": "A node type from list_node_vocabulary"
                    }
                  },
                  "additionalProperties": false
                }
              },
              "settings": {
                "type": "object",
                "additionalProperties": {}
              },
              "connections": {
                "type": "array",
                "items": {
                  "type": "object",
                  "required": [
                    "from",
                    "to"
                  ],
                  "properties": {
                    "to": {
                      "type": "string"
                    },
                    "from": {
                      "type": "string"
                    },
                    "input": {
                      "type": "string"
                    },
                    "output": {
                      "type": "string"
                    }
                  },
                  "additionalProperties": false
                }
              }
            },
            "additionalProperties": false
          },
          "description": "Usually one flow. Several flows = a portfolio EA, one Start node each."
        },
        "settings": {
          "type": "object",
          "description": "Shared EA settings (same shape as get_template settings); omit for defaults",
          "additionalProperties": {}
        }
      },
      "additionalProperties": false
    }
  },
  "additionalProperties": false
}

{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "seed": { "type": "number", "description": "Random seed 1-99999 (same seed, same result)" }, "years": { "type": "number", "description": "Test period in years: 2-5, or 8 or 10 (long period, Pro only; others get the 4-year demo)" }, "symbol": { "type": "string", "description": "e.g. USDJPY (EURUSD USDJPY AUDUSD USDCAD NZDUSD USDCHF EURGBP GBPUSD; add-on symbols AUDCAD AUDCHF AUDJPY AUDNZD CADCHF CADJPY CHFJPY EURAUD EURCAD EURCHF EURJPY GBPAUD GBPCAD GBPCHF GBPJPY GBPNZD NZDJPY XAUUSD (gold) XAGUSD (silver; 1 lot = 5000 oz, 1 pip = $0.01) USA500IDXUSD (S&P 500 index; 1 lot = 1 index unit, 1 pip = 1 point; data from 2019, no 8/10 years) USATECHIDXUSD (Nasdaq 100) USA30IDXUSD (Dow) DEUIDXEUR (DAX) GBRIDXGBP (FTSE 100) JPNIDXJPY (Nikkei 225; same index definition) LIGHTCMDUSD (WTI crude oil; 1 lot = 1000 barrels assumed, 1 pip = $0.01) BRENTCMDUSD (Brent crude oil; same definition) need a one-time price-data download in the generator)" }, "target": { "type": "string", "description": "mql5, mql4, pine, ctrader or python" }, "trials": { "type": "number", "description": "Trial limit: 1000, 2000, 5000, 10000 or 20000" }, "filters": { "type": "array", "items": { "type": "string" }, "description": "Advanced: extra filters the search may use: sess, wd, gt, hlr, cp, mad" }, "allow_or": { "type": "boolean", "description": "Advanced: allow any one condition is enough (OR)" }, "families": { "type": "array", "items": { "type": "string" }, "description": "Entry node families: ma, rsi, bb, macd, stoch, donch" }, "gap_fill": { "type": "boolean", "description": "Fill at the open when the price gaps past a stop or target" }, "lookback": { "type": "number", "description": "Advanced: how many extra bars back a condition may look, 0-5" }, "allow_and": { "type": "boolean", "description": "Advanced: allow all conditions must hold (AND)" }, "allow_not": { "type": "boolean", "description": "Advanced: allow a comparison to be reversed (NOT)" }, "conds_max": { "type": "number", "description": "Advanced: most entry conditions, 1-4 (at least conds_min)" }, "conds_min": { "type": "number", "description": "Advanced: fewest entry conditions, 1-4" }, "direction": { "type": "string", "description": "long (buy only), short (sell only) or both" }, "hours_end": { "type": "number", "description": "Advanced: entry window end hour, 0-23, at least 2 hours after hours_start (no overnight range)" }, "swap_long": { "type": "number", "description": "Realistic costs: swap for buys per lot per night, -1000 to 1000 (unit: swap_unit)" }, "swap_unit": { "type": "string", "description": "points or money (USD)" }, "timeframe": { "type": "string", "description": "H1, H4, D1, M15 or M30 (M15 and M30 use up to 5 years)" }, "commission": { "type": "number", "description": "Realistic costs: commission in USD per lot, round turn, 0-100" }, "hours_mode": { "type": "string", "description": "Advanced: time-of-day filter. off, fixed (use hours_start and hours_end) or random (the search decides)" }, "min_trades": { "type": "number", "description": "Minimum trades, 20-1000" }, "parts_less": { "type": "array", "items": { "type": "string" }, "description": "Advanced: parts to pick less often" }, "parts_more": { "type": "array", "items": { "type": "string" }, "description": "Advanced: parts to pick more often (naming one that is off by default turns it on)" }, "parts_only": { "type": "array", "items": { "type": "string" }, "description": "Advanced: the only indicator parts the search may use (all others are off). Names: ma, rsi, bb, macd, stoch, donch, atr, stddev, wpr, cci, mom, roc, dpo, trix, dem, adx, adxw, rvi, ult, osma, ao, ac, bears, bulls, sar, ha, dema, tema, hma, env, kc, ama, frama, vidya, cons, perf, ichi, alli, gat, ohlc, st, qqe, vldmi, orb, obv, vol, ad, bwmfi, mfi, force, chaikin, vwap. The 46 parts after donch are off by default and slow the search" }, "period_max": { "type": "number", "description": "Advanced: largest indicator period, whole number 2-400 (at least period_min)" }, "period_min": { "type": "number", "description": "Advanced: smallest indicator period, whole number 2-400" }, "swap_short": { "type": "number", "description": "Realistic costs: swap for sells per lot per night, -1000 to 1000" }, "hours_start": { "type": "number", "description": "Advanced: entry window start hour, server time, whole number 0-23 (with hours_end; implies fixed)" }, "period_step": { "type": "number", "description": "Advanced: period step, whole number 1-400" }, "session_end": { "type": "number", "description": "New entries allowed until this hour, 0-24" }, "sl_max_pips": { "type": "number", "description": "Advanced: largest stop loss in pips, whole number 5-300; XAUUSD 200-10000 (at least sl_min_pips)" }, "sl_min_pips": { "type": "number", "description": "Advanced: smallest stop loss in pips, whole number 5-300; XAUUSD 200-10000" }, "spread_pips": { "type": "number", "description": "Realistic costs: spread in pips, 0-50 (0-500 for XAUUSD, whose default is 60)" }, "tp_max_pips": { "type": "number", "description": "Advanced: largest take profit in pips, whole number 5-400; XAUUSD 200-10000 (at least tp_min_pips)" }, "tp_min_pips": { "type": "number", "description": "Advanced: smallest take profit in pips, whole number 5-400; XAUUSD 200-10000" }, "min_stop_pips": { "type": "number", "description": "Broker minimum stop distance in pips, 0-500" }, "rollover_hour": { "type": "number", "description": "Day change hour in server time, 0-23" }, "session_start": { "type": "number", "description": "New entries allowed from this hour, 0-24" }, "triple_swap_day": { "type": "number", "description": "Triple-swap weekday, 1 (Mon) to 5 (Fri); the generator default is 3 (Wed)" }, "sl_slippage_pips": { "type": "number", "description": "Stop-loss slippage in pips, 0-100" }, "friday_close_hour": { "type": "number", "description": "Friday close hour in server time, 1-20, 0 = off" } }, "additionalProperties": false }

seed	number	Random seed 1-99999 (same seed, same result)
years	number	Test period in years: 2-5, or 8 or 10 (long period, Pro only; others get the 4-year demo)
symbol	string	e.g. USDJPY (EURUSD USDJPY AUDUSD USDCAD NZDUSD USDCHF EURGBP GBPUSD; add-on symbols AUDCAD AUDCHF AUDJPY AUDNZD CADCHF CADJPY CHFJPY EURAUD EURCAD EURCHF EURJPY GBPAUD GBPCAD GBPCHF GBPJPY GBPNZD NZDJPY XAUUSD (gold) XAGUSD (silver; 1 lot = 5000 oz, 1 pip = $0.01) USA500IDXUSD (S&P 500 index; 1 lot = 1 index unit, 1 pip = 1 point; data from 2019, no 8/10 years) USATECHIDXUSD (Nasdaq 100) USA30IDXUSD (Dow) DEUIDXEUR (DAX) GBRIDXGBP (FTSE 100) JPNIDXJPY (Nikkei 225; same index definition) LIGHTCMDUSD (WTI crude oil; 1 lot = 1000 barrels assumed, 1 pip = $0.01) BRENTCMDUSD (Brent crude oil; same definition) need a one-time price-data download in the generator)
target	string	mql5, mql4, pine, ctrader or python
trials	number	Trial limit: 1000, 2000, 5000, 10000 or 20000
filters	array	Advanced: extra filters the search may use: sess, wd, gt, hlr, cp, mad
allow_or	boolean	Advanced: allow any one condition is enough (OR)
families	array	Entry node families: ma, rsi, bb, macd, stoch, donch
gap_fill	boolean	Fill at the open when the price gaps past a stop or target
lookback	number	Advanced: how many extra bars back a condition may look, 0-5
allow_and	boolean	Advanced: allow all conditions must hold (AND)
allow_not	boolean	Advanced: allow a comparison to be reversed (NOT)
conds_max	number	Advanced: most entry conditions, 1-4 (at least conds_min)
conds_min	number	Advanced: fewest entry conditions, 1-4
direction	string	long (buy only), short (sell only) or both
hours_end	number	Advanced: entry window end hour, 0-23, at least 2 hours after hours_start (no overnight range)
swap_long	number	Realistic costs: swap for buys per lot per night, -1000 to 1000 (unit: swap_unit)
swap_unit	string	points or money (USD)
timeframe	string	H1, H4, D1, M15 or M30 (M15 and M30 use up to 5 years)
commission	number	Realistic costs: commission in USD per lot, round turn, 0-100
hours_mode	string	Advanced: time-of-day filter. off, fixed (use hours_start and hours_end) or random (the search decides)
min_trades	number	Minimum trades, 20-1000
parts_less	array	Advanced: parts to pick less often
parts_more	array	Advanced: parts to pick more often (naming one that is off by default turns it on)
parts_only	array	Advanced: the only indicator parts the search may use (all others are off). Names: ma, rsi, bb, macd, stoch, donch, atr, stddev, wpr, cci, mom, roc, dpo, trix, dem, adx, adxw, rvi, ult, osma, ao, ac, bears, bulls, sar, ha, dema, tema, hma, env, kc, ama, frama, vidya, cons, perf, ichi, alli, gat, ohlc, st, qqe, vldmi, orb, obv, vol, ad, bwmfi, mfi, force, chaikin, vwap. The 46 parts after donch are off by default and slow the search
period_max	number	Advanced: largest indicator period, whole number 2-400 (at least period_min)
period_min	number	Advanced: smallest indicator period, whole number 2-400
swap_short	number	Realistic costs: swap for sells per lot per night, -1000 to 1000
hours_start	number	Advanced: entry window start hour, server time, whole number 0-23 (with hours_end; implies fixed)
period_step	number	Advanced: period step, whole number 1-400
session_end	number	New entries allowed until this hour, 0-24
sl_max_pips	number	Advanced: largest stop loss in pips, whole number 5-300; XAUUSD 200-10000 (at least sl_min_pips)
sl_min_pips	number	Advanced: smallest stop loss in pips, whole number 5-300; XAUUSD 200-10000
spread_pips	number	Realistic costs: spread in pips, 0-50 (0-500 for XAUUSD, whose default is 60)
tp_max_pips	number	Advanced: largest take profit in pips, whole number 5-400; XAUUSD 200-10000 (at least tp_min_pips)
tp_min_pips	number	Advanced: smallest take profit in pips, whole number 5-400; XAUUSD 200-10000
min_stop_pips	number	Broker minimum stop distance in pips, 0-500
rollover_hour	number	Day change hour in server time, 0-23
session_start	number	New entries allowed from this hour, 0-24
triple_swap_day	number	Triple-swap weekday, 1 (Mon) to 5 (Fri); the generator default is 3 (Wed)
sl_slippage_pips	number	Stop-loss slippage in pips, 0-100
friday_close_hour	number	Friday close hour in server time, 1-20, 0 = off