dMoERA Creator
Build, backtest, and deploy crypto trading strategies via MCP with 7-stage validation.
| Endpoint | https://dmoera.xyz/mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 59 tools · grade C (66) · pin ts_359ce0cbe116a52414a9a0403869d990 · protocol 2025-06-18 |
| First / last listed | 2026-10-25 07:27 UTC / 2026-10-25 07:27 UTC |
| Grade over time | 2026-10-25: C (66), 59 tools |
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Tools: list_domains list_bots get_bot_profile get_feature_catalog get_market_regime get_current_prices sandbox_backtest submit_strategy list_strategies get_strategy_report get_marketplace_bots get_tournament_status list_funds get_fund get_active_fund set_fund_lineup create_fund add_bot_to_fund remove_bot_from_fund swap_bot_in_fund update_fund_weights update_fund_caps activate_fund deactivate_fund close_fund estimate_swap_cost list_open_source_bots list_my_bots get_fund_positions get_fund_trades get_fund_performance get_fund_live_pnl get_fund_analytics run_fund_historical_test generate_fund_report_card get_fund_report_card get_manager_profile set_manager_profile list_formation_templates list_directional_bots list_formations create_formation update_formation delete_formation switch_formation post_fund_note get_fund_log get_public_fund_page list_managers run_ai_manager tag_team_info tag_team_templates tag_team_leaderboard tag_team_weekly tag_team_history tag_team_tier tag_team_badges get_vault_status get_vault_history
list_domains | List all available trading domains on dMoERA.
Domains define what asset pair a strategy trades, what time horizon
it uses (scalp=5m, swing=1h, crisis=2m), and what data is available.
Strategies must declare which domain they belong to.
Returns a JSON array of domain objects with: key, name, type,
base_asset, quote_asset, grading_seconds, and feed_symbols.
params: none |
list_bots | List trading bots ranked by performance.
Args:
domain: Filter by domain key (e.g. "eth_usdc", "btc_usdc", "sol_usdc").
If omitted, returns top bots across all domains.
limit: Maximum number of bots to return (default 20, max 100).
Returns JSON array of bots with: bot_id, domain, strategy_name, sharpe,
win_rate, total_trades, return_bps, and validation_s params: domain, limit |
get_bot_profile | Get detailed profile and performance stats for a specific bot.
Args:
bot_id: The bot identifier (e.g. "Eth_Full_Ensemble").
Returns JSON with: bot_id, domain, strategy type, full performance
metrics (Sharpe, Sortino, Calmar, profit factor, regime breakdown),
current position if any, and recent trade history.
params: bot_id* |
get_feature_catalog | List all data feeds available to strategies via ctx.features.
Features are external data that strategies can read during on_bar().
Each feature has a status: "live" (available now, requirable) or
"planned" (roadmap, not yet available). Only live features can be
used in required_features.
Returns JSON array of features with: key, label, description, unit,
example, cadence, params: none |
get_market_regime | Get current market regime classification.
Returns the aggregate regime (e.g. "bull_calm", "bear_volatile"),
per-symbol regimes, crisis score, and the derivatives data driving
the classification (funding rates, open interest, long/short ratios,
taker buy/sell ratios).
Regime determines which trade directions are allowed:
- bull_* → longs only
- bear_* → shorts only
params: none |
get_current_prices | Get current live prices for all tracked symbols.
Returns JSON with symbol → {price, bid, ask, source, change_24h_pct,
volume_24h} for ETHUSDT, BTCUSDT, SOLUSDT from Binance/Coinbase/Kraken.
params: none |
sandbox_backtest | Run a sandbox backtest of strategy code without persisting anything.
This is the fastest way to test a strategy. The code is run through
static checks and a full backtest on historical data, but no Strategy
or StrategyVersion rows are created. Use this for rapid iteration.
Args:
code: Python source code implementing the Strategy contract.
Must define a METAD params: code*, domain, symbol, user_id |
submit_strategy | Submit a strategy for full validation and live deployment.
Runs the complete 7-stage validation pipeline:
1. static_check — code safety (banned imports, syntax)
2. in_sample — sanity check on training data
3. out_of_sample — test on unseen data (70/30 split)
4. walk_forward — rolling window validation
5. randomized_start — different random start points
6. perturbation params: name*, domain*, code*, user_id*, symbol |
list_strategies | List all strategies created by a user.
Args:
user_id: The creator's user ID.
Returns JSON array of strategies with: id, bot_id, name, domain,
status, declared_sl_bps, declared_tp_bps, and created_at.
params: user_id* |
get_strategy_report | Get a detailed report card for a strategy.
Includes validation run results for all 7 stages, performance metrics,
and the integrity block (code hash, AST hash, parameter fingerprint).
Args:
strategy_id: The strategy's database ID.
Returns JSON with: strategy details, latest validation runs, metrics.
params: strategy_id* |
get_marketplace_bots | List bots published to the marketplace.
Args:
domain: Filter by domain (e.g. "eth_usdc"). Omit for all domains.
sort: Sort order — "rating", "return", "subscribers", or "newest".
limit: Max results (default 20, max 100).
Returns JSON array of marketplace listings with: listing_id, bot_id,
title, description, domain, creator, monthly_price_usd, cached stats
params: domain, sort, limit |
get_tournament_status | Get current tournament round status and leaderboard.
Tournaments run every 3 days. Top 3 bots per domain win prizes
from the reward pool. Scoring is weighted: 50% risk-adjusted return,
30% total PnL, 20% consistency.
Returns JSON with: current round info (round_id, start/end time,
reward_pool_usd, total_participants), and leaderboard entries.
params: none |
list_funds | List all hedge funds for the authenticated user (active + closed).
Returns a JSON array of fund objects with: id, fund_name, is_active,
inception_date, initial_capital, current_aum, router_preset,
aggression_mode, total_pnl_usd, total_pnl_bps, and roster summary.
params: none |
get_fund | Get detailed info for a specific hedge fund, including its roster.
Args:
fund_id: The fund's ID.
Returns a JSON object with fund details and active roster entries
(bot_id, bot_name, weight, domain, current_pnl).
params: fund_id* |
get_active_fund | Get the authenticated user's currently active (Manager Mode) fund.
Returns the active fund object or null if Manager Mode is not active.
params: none |
set_fund_lineup | Replace your fund's live lineup in one call.
roster: [{"bot_id": "dir_long_btc", "weight_pct": 60}, {"bot_id": "...", "weight_pct": 25}]
Weights are % of the fund; anything under 100 stays in cash. Bots that
stay keep their positions, removed bots are closed at market, new bots open
on their next signal (Always Long/Short bots open right away). The change
and your rationale go params: fund_id*, roster*, rationale |
create_fund | Create a new personal hedge fund for the authenticated user.
The fund starts inactive — call activate_fund to start Manager Mode.
Initial capital is taken from the user's wallet_cash at creation time.
Personal funds can ONLY contain the user's own bots — use list_my_bots
to see eligible strategies.
Args:
fund_name: Display name for the fund.
router_preset: Ris params: fund_name, router_preset, aggression_mode, philosophy, fund_type |
add_bot_to_fund | Add a bot to a fund's roster.
Personal funds can only contain the authenticated user's OWN bots.
Use list_my_bots to see eligible strategies.
Args:
fund_id: The fund's ID.
bot_id: The bot to add (e.g. "momentum_eth_v3").
bot_domain: The bot's domain (e.g. "eth_usdc", "btc_usdc").
weight: Initial allocation weight in percent (default 20.0).
rati params: fund_id*, bot_id*, bot_domain*, weight, rationale |
remove_bot_from_fund | Remove a bot from a fund's roster (triggers wind-down of its positions).
Args:
fund_id: The fund's ID.
bot_id: The bot to remove.
reason: Optional reason for removal.
Returns success or error.
params: fund_id*, bot_id*, reason |
swap_bot_in_fund | Swap one bot for another in a fund's roster.
Closes the old bot's positions and opens new ones for the replacement.
Incurs friction cost — use estimate_swap_cost first.
Args:
fund_id: The fund's ID.
old_bot_id: The bot to remove.
new_bot_id: The bot to add in its place.
new_bot_domain: The new bot's domain (e.g. "eth_usdc").
weight: Allocation params: fund_id*, old_bot_id*, new_bot_id*, new_bot_domain*, weight, reason |
update_fund_weights | Update allocation weights for bots in a fund's roster.
Args:
fund_id: The fund's ID.
weights: A dict mapping bot_id to new weight percentage (e.g.
{"momentum_eth_v3": 15.0, "scalper_btc_v2": 20.0}).
Returns success or error.
params: fund_id*, weights* |
update_fund_caps | Update a fund's risk caps and settings.
Args:
fund_id: The fund's ID.
max_per_bot_pct: Max allocation per single bot (e.g. 40.0 = 40%).
max_per_domain_pct: Max allocation per domain (e.g. 60.0 = 60%).
regime_veto_enabled: Whether the regime detector can veto trades.
Only provided fields are updated; others remain unchanged.
Returns success or error.
params: fund_id*, max_per_bot_pct, max_per_domain_pct, regime_veto_enabled |
activate_fund | Activate Manager Mode for a fund — starts the personal router.
This deploys capital across the fund's roster bots according to their
weights and the fund's risk caps. The main platform router is paused
while Manager Mode is active.
Args:
fund_id: The fund's ID.
Returns success or error.
params: fund_id* |
deactivate_fund | Deactivate Manager Mode — returns to the main platform router.
Closes all roster bot positions and returns capital to the wallet.
Args:
fund_id: The fund's ID.
Returns success or error.
params: fund_id* |
close_fund | Permanently close a hedge fund. Returns all capital to the wallet.
This is irreversible. The fund's performance record is preserved for
reporting and copy-trader settlement.
Args:
fund_id: The fund's ID.
Returns success or error.
params: fund_id* |
estimate_swap_cost | Estimate the friction cost (in bps) of swapping a bot in a fund.
Use this before calling swap_bot_in_fund to understand the cost of
winding down the old bot's positions and opening new ones.
Args:
fund_id: The fund's ID.
old_bot_id: The bot being considered for removal.
new_bot_id: The replacement bot.
new_bot_domain: The replacement bot's domain.
params: fund_id*, old_bot_id*, new_bot_id*, new_bot_domain* |
list_open_source_bots | Browse open-source bots with normalized stats and capacity info.
NOTE: personal funds can only contain the authenticated user's OWN
bots — use list_my_bots for roster-eligible strategies. This tool is
for researching the broader bot ecosystem.
Args:
domain: Filter by domain (e.g. "eth_usdc").
Returns a JSON array of bot entries with gamified card ratings.
params: domain |
list_my_bots | List the authenticated user's OWN bots eligible for a personal fund roster.
Personal funds can NEVER contain another user's bots — this returns only
the caller's own personal + incubating + live bots with live engine stats
and gamified card ratings.
Args:
domain: Filter by domain (e.g. "eth_usdc").
Returns a JSON array of the user's bots.
params: domain |
get_fund_positions | Get open positions for a fund's roster bots.
Args:
fund_id: The fund's ID.
Returns a JSON array of open positions with entry/exit prices and PnL.
params: fund_id* |
get_fund_trades | Get closed trade history for a fund's roster bots.
Args:
fund_id: The fund's ID.
limit: Max trades to return (default 50).
offset: Pagination offset.
Returns a JSON array of closed trades.
params: fund_id*, limit, offset |
get_fund_performance | Get performance snapshots for a fund's P&L graph.
Args:
fund_id: The fund's ID.
limit: Max snapshots to return (default 100).
Returns a JSON time-series of AUM/PnL snapshots.
params: fund_id*, limit |
get_fund_live_pnl | Build a real-time PnL chart from closed positions for a fund's roster.
Args:
fund_id: The fund's ID.
Returns a JSON series of cumulative PnL points.
params: fund_id* |
get_fund_analytics | Get real-time analytics for a fund dashboard.
Args:
fund_id: The fund's ID.
Returns fund analytics: allocation breakdown, per-bot performance,
risk metrics, and benchmark comparison.
params: fund_id* |
run_fund_historical_test | Simulate how a roster of bots would have performed historically.
Queries each bot's closed positions over the available historical
period and combines them (weighted) into a single PnL time-series
with diagnosis. Rate limited: 1 request per 30 seconds per user.
Args:
roster: List of {"bot_id": str, "weight_pct": float} entries.
initial_capital: Starting capital fo params: roster*, initial_capital |
generate_fund_report_card | Generate a new report card for a fund (immutable once saved).
Args:
fund_id: The fund's ID.
Returns the generated report card with grades and analysis.
params: fund_id* |
get_fund_report_card | Get the latest report card for a fund.
Args:
fund_id: The fund's ID.
Returns the latest immutable report card, or null if none exists.
params: fund_id* |
get_manager_profile | Get a fund's manager persona: name, avatar, tagline, manager_kind
(human|ai), AI prompt, AI schedule, socials, leverage and the formation
currently on the field. params: fund_id* |
set_manager_profile | Set the manager persona shown on the fund's PUBLIC page.
Args:
fund_id: Your fund.
persona_name: Display name, e.g. "Grandma Prudence".
avatar: One emoji, e.g. "👵".
tagline: One line under the name.
manager_kind: "human" or "ai". With "ai", the platform's AI loop can
run the fund on a schedule using ai_prompt.
philosophy: The fund's params: fund_id*, persona_name, avatar, tagline, manager_kind, philosophy, ai_prompt, ai_enabled, ai_cadence_hours, ai_use_search, socials |
list_formation_templates | Ready-made theme formations (BTC Bull, Alt Season, Bear Raid, Pair
Hedge, Risk Off, All Cash). Add one with create_formation(template_key=...). params: none |
list_directional_bots | Directional building-block bots: always long / always short BTC, ETH,
SOL. Pure exposure, no edge — use them to express a market view in a
formation (e.g. news is bullish for BTC -> a formation heavy in
dir_long_btc). Allowed in personal and standard funds. params: none |
list_formations | The fund's bench: every saved formation with roster, weights,
settings, and which one is on the field (is_active). params: fund_id* |
create_formation | Save a formation on the fund's bench.
Args:
fund_id: Your fund.
name: Formation name, e.g. "Iran Oil Shock".
roster: [{"bot_id": "dir_long_btc", "weight_pct": 60}, ...]. Weights
under 100 total leave the rest in cash. Empty list = all cash.
Shares may not add up to more than 100.
emoji: Optional emoji.
description: When you'd pla params: fund_id*, name, roster, emoji, description, leverage, sizing, template_key, from_current, rationale |
update_formation | Edit a saved formation. Changes take effect next time it goes on the field.
rationale is REQUIRED — why you changed it. Published on the manager's log. params: fund_id*, formation_id*, name, roster, emoji, description, leverage, sizing, rationale |
delete_formation | Delete a formation from the bench (not the one on the field).
rationale is REQUIRED — why you're deleting it. Published on the manager's log. params: fund_id*, formation_id*, rationale* |
switch_formation | Put a formation on the field — the manager's main move.
Bots in both lineups keep their positions. Departing bots: mode "flip"
closes their positions at market now; "drain" lets them exit on their
own rules. Arriving bots go through the normal fund rules; any rejected
are listed in the result. The rationale is published on the fund's
public manager's log — write it for the fun params: fund_id*, formation_id*, rationale*, mode |
post_fund_note | Post an update to the fund's public manager's log without changing anything. params: fund_id*, text*, headline |
get_fund_log | The fund's manager's log: every switch, roster change and note with its rationale. params: fund_id*, limit |
get_public_fund_page | Everything on a fund's public page: manager persona, philosophy, AI
prompt, formations, roster, open positions, track record and log.
Works for any public fund, not just yours. params: fund_id* |
list_managers | Directory of public fund managers (human and AI) with returns and
what's on the field. params: limit |
run_ai_manager | Run one decision cycle of the platform AI manager for your fund now
(fund must be set to manager_kind="ai" with an ai_prompt). params: fund_id* |
tag_team_info | Get the authenticated user's Tag Team session info.
Tag Team is a daily paper-trading competition: you get $10k paper
capital split 70% human / 30% Co-Pilot bot. Make manual trades,
deploy the Co-Pilot after 3 closed manual trades, and your combined
PnL is scored on the daily leaderboard.
Returns session state, open positions, bot status, and rank.
params: none |
tag_team_templates | List all available Co-Pilot templates (momentum, scalper, etc.).
Each template defines the Co-Pilot bot's signal logic and tunable
parameter ranges. Bot params carry over between days for the same
template — trained settings persist.
params: none |
tag_team_leaderboard | Get the daily Tag Team leaderboard.
Args:
date: Optional date filter (YYYY-MM-DD). Defaults to today.
Scoring needs 5+ human trades AND 5+ bot trades to qualify.
score = sharpe x trade_factor x (1 + win_bonus).
params: date |
tag_team_weekly | Get weekly championship standings (best 5 daily scores per user). params: none |
tag_team_history | Get the authenticated user's past Tag Team sessions with scores. params: none |
tag_team_tier | Get the authenticated user's Tag Team tier and stats.
Tiers: Rookie (0) -> Apprentice (10) -> Trader (50) -> Veteran (150)
-> Expert (500) -> Master (1000+), based on total trades across all
sessions (persists across days).
params: none |
tag_team_badges | Get the authenticated user's Tag Team badges.
Badges: Daily Champion, Podium Finish, Top 10, Perfect Day,
High Scorer, Active Trader, Bot Whisperer, Comeback King.
params: none |
get_vault_status | Get the authenticated user's Vault state.
The Vault is a regime-aware allocator: in strong markets most capital
holds BTC/ETH/SOL; when the market weakens it rotates into savings and
funding arbitrage. Returns current regime, allocation weights, and
sleeve holdings.
params: none |
get_vault_history | Get the Vault's regime switch history for the timeline.
Returns a JSON array of past regime transitions with timestamps.
params: none |
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