com.bykaranteli/mcp

Tools

• get_altseason

  Call this when the user asks whether it is altseason, how altcoins are doing against Bitcoin, or about market rotation. Returns the live Altcoin Season Index (share of the top 50 Binance perpetual altcoins beating BTC over the trailing 90 days; >=75 altseason, <=25 bitcoin season), the strongest and weakest large alts, and the recorded daily history (never reconstructed).

  shallow
• get_coinbase_premium

  Call this when the user asks whether US investors are buying or selling Bitcoin or Ethereum, about the Coinbase Premium, or what the cash-and-carry basis trade pays. Returns the latest daily premium in percent, 7-day average, same-sign streak, the last 30 days, and annualized quarterly carry yields. History since 2017; positive premium = US buying pressure.

  shallow
• get_correlations

  Call this when the user asks how correlated two coins are, for decorrelated pairs, or how tightly alts track BTC. Returns the 30-day rolling Pearson correlation matrix of daily returns across the top perpetuals.

  shallow
• get_cot_positioning

  Call this when the user asks how hedge funds or institutions are positioned in Bitcoin or Ethereum, or about the CFTC Commitments of Traders report. Returns net positions in contracts, week-over-week changes, open interest and notable extremes/streaks, from official CFTC data updated every Friday. Note: a large share of hedge fund shorts is the market-neutral basis trade, so the weekly change carries more signal than the level.

  shallow
• get_etf_flows

  Call this when the user asks about Bitcoin or Ethereum ETF flows: daily net inflows or outflows, cumulative flow since launch, or total net assets of the US spot ETFs (IBIT, FBTC, ETHA and the rest). Returns one row per finalized US trading day and asset with net inflow, total net assets, cumulative inflow and value traded, all in USD. About 14 months of history.

  shallow
• get_factor_board

  Call this when the user asks which indicators currently sit in an unusual band, whether a metric's current level historically preceded BTC moves, or for a cross-metric conditional overview. Returns every recorded metric in its historical band with the median 7-day BTC move that followed versus the base rate, with an n >= 30 gate; distributions, not forecasts.

  shallow
• get_flow_toxicity

  Call this when the user asks whether informed or toxic order flow is building, about VPIN, or whether market makers are under pressure in Bitcoin, Ethereum or Solana. Returns the current VPIN (0 = balanced, 1 = fully one-sided), its 90-day percentile, the danger threshold and the 24h average. Elevated readings historically precede volatility; VPIN says nothing about direction.

  shallow
• get_fomc_impact

  Call this when the user asks what Bitcoin does on Fed days, how FOMC statements move crypto, or when the next FOMC meeting is. Returns per-statement 5/30/60-minute BTC reactions measured from a minute-resolution record, the average move versus a normal half hour, the up/down split (near a coin flip), and the next meeting date. Description, not prediction.

  shallow
• get_funding_arbitrage

  Call this when the user asks about funding arbitrage, funding rate differences between exchanges, or delta-neutral carry trades. Compares funding across Binance, OKX, Bybit, Gate, HTX and BingX for 12 major perps and returns the best long/short venue per symbol with gross and net annualized APR (net of taker fees and weekly rebalance cost).

  shallow
• get_funding_heatmap

  Call this when the user asks for the full current funding table across the ~30 most traded Binance perps (28-30 rows; contracts without a live funding print are skipped), or the funding rate of one specific coin. For a pre-ranked top-10 of the most extreme funding rates, use get_top_movers instead. Returns per-symbol funding rate (per settlement interval), 24h open interest change and 24h price change for the most traded Binance USDT-M perpetuals. Positive funding means longs pay shorts.

  shallow
• get_iv_surface

  Call this when the user asks about implied volatility by strike or expiry, skew, put versus call IV, term structure of IV, or whether downside protection is expensive. Returns the IV surface (expiry x moneyness), per-expiry ATM / 25-delta put and call IV, skew and butterfly, and the constant-30d history, from the daily Deribit chain.

  shallow
• get_lead_lag

  Call this when the user asks which exchange leads price discovery or whether spot or perp moves first. Returns per-pair daily cross-correlations of one-minute returns at lags -3..+3 and the lead asymmetry, with the share of days each venue led.

  shallow
• get_liqmap

  Call this when the user asks where liquidation clusters or liquidity pools sit for a perpetual, where leveraged longs/shorts would get liquidated, or for a liquidation heatmap reading. Returns the public LiqMap snapshot for one symbol: modeled liquidation levels by price, zone aggregates and real liquidation prints from six venues. Public tier serves the 24h view; other intervals are a member feature at the source page.

  shallow
• get_liquidation_cascades

  Call this when the user asks what caused a recent crash or flush, about liquidation cascades, or who got liquidated. Returns auto-detected cascade incidents: when, total notional flushed, long/short split, which coins led, and BTC's move during the window. Totals are an honestly-labeled lower bound from a real liquidation tape.

  shallow
• get_liquidations

  Call this when the user asks how much was liquidated in crypto futures, whether longs or shorts got flushed, or for liquidation history. Returns daily long and short liquidation totals in USD per symbol and exchange, recorded from ByKaranteli's own Binance, Bybit, OKX, Gate, HTX and dYdX stream collectors (recorded events, a floor, not estimates). One row per finalized UTC day, symbol and exchange; history begins 2026-07-30 and grows daily.

  shallow
• get_macro_liquidity

  Call this when the user asks about macro liquidity, the Fed balance sheet, reverse repo, rates or stablecoin supply in relation to crypto. Returns the recorded daily series and latest values.

  shallow
• get_market_indices

  Call this when the user asks about overall crypto market sentiment or macro state: the Fear & Greed index (today and yesterday), Bitcoin dominance percentage, total market cap, or the Retail Euphoria composite. Live values refreshed about every 30 minutes.

  shallow
• get_metric_context

  Call this when the user asks whether a metric's current reading is high or low, or what happened after similar readings. Buckets today's value against the metric's own recorded daily history and returns the median forward BTC return and up-share per bucket at +1/+3/+7 days, with the all-days base rate alongside. Honesty rules: buckets under 30 days are suppressed, and most metrics do NOT separate from the base rate; the interpretation says so plainly. History, not a forecast. Metrics include coinbase_premium_pct, kraken_btc_premium_pct, dvol_btc, fear_greed, funding_btc_daily_pct, etf_btc_net_flow_usd, vpin_btc, altseason_index, stablecoin_total_mcap_busd, fred_dff, fred_dgs10, fred_walcl_busd, fred_rrp_busd and the btc_* network series.

  shallow
• get_network_health

  Call this when the user asks about Bitcoin hashrate, difficulty, fees or mempool congestion. Returns the recorded daily series and latest values measured on ByKaranteli's own node.

  shallow
• get_new_listings

  Call this when the user asks what new perpetuals were listed, which exchange listed a coin first, or about delistings. Returns listings and delistings across six exchanges from the hourly scan.

  shallow
• get_open_interest

  Call this when the user asks whether leverage is entering or leaving the market, about open interest changes, or whether longs or shorts are building in a major coin. Returns 5-minute-resolution OI with 24h OI and price deltas and a four-regime read per symbol: longs building, shorts building, long squeeze, short squeeze, or quiet.

  shallow
• get_options_flow

  Call this when the user asks what big options players are buying, about block trades, or whether call or put premium dominates today. Returns 24h call vs put premium bought, the block-trade share, and the largest prints of the last 48 hours with strikes, premium, IV and venue (Deribit or OKX). Updated every 15 minutes.

  shallow
• get_options_snapshot

  Call this when the user asks where the big options bets sit, about call/put walls, gamma exposure (GEX), the zero-gamma level, implied volatility (DVOL) or the IV term structure for Bitcoin or Ethereum. Daily snapshot of listed crypto options: top strikes by open interest, put/call ratio, dealer hedging map and ATM IV by expiry.

  shallow
• get_pressure_scores

  Call this when the user asks which coins are crowded or over-leveraged, or asks for the pressure/derivatives-stress score of specific coins. For a quick top-10 ranking of the highest-stress coins right now, use get_top_movers instead. Each symbol gets a 0-100 composite score built from funding rate, 1h/4h/24h open interest deltas and basis, with a LONG/SHORT/NEUTRAL direction and a plain-language regime label.

  shallow
• get_psi_charge

  Call this when the user asks about the market's hidden liquidity state, PsiCharge, or whether parked money is deploying or stress is unwinding. Returns the current Psi score (0-100), state (superposition = charge building, collapse = low-stress discharge, purge = high-stress discharge and historically the most consistent risk-off state, ground = ordinary), stress locality, recent alarms and the year-split measured scorecard. Inputs are proprietary; outcomes are always published. Not a trade signal, not a crash predictor.

  shallow
• get_quantum_exposure

  Call this when the user asks how much Bitcoin is vulnerable to a quantum computer, about quantum-exposed supply, P2PK coins, or Satoshi-era exposure. Returns the latest daily measurement from ByKaranteli's own Bitcoin Core node: exposed BTC and its share of held value and UTXO count, composition by script family, dormancy cohorts, the dormant-P2PK watch set, and provenance hashes (base_height, base_hash, txoutset_hash) so any figure can be re-verified against any node.

  shallow
• get_recent_signals

  Call this when the user asks how the ByKaranteli signal engine is doing today, or wants recent closed LONG/SHORT signals with real outcomes (TP1, SL or TIMEOUT) and net basis-point results. Includes a 24h summary (wins, losses, net bps). Every signal is published with a SHA-256 receipt and results are net of fees, slippage and funding; live signals only, never backtests.

  shallow
• get_slippage

  Call this when the user asks how much slippage a trade of a given size would face, how thick the books are, or which major perp market is thinnest right now. Returns live cost ladders in basis points for $10K to $5M market orders across 8 major perpetuals, both sides, from the full visible order book. Excludes fees; null = the book cannot absorb that size.

  shallow
• get_strategy_leaderboard

  Call this when the user asks which trading strategies are performing best, or wants win rate, profit factor, drawdown and Sharpe per strategy. Rankings are computed from live closed signals only (no backtests), net of fees.

  shallow
• get_symbol_performance

  Call this when the user asks how signals performed on a specific coin (win rate, profit factor, net PnL, best/worst trade) or wants that coin's recent closed signals. Data is the live verified track record for one Binance USDT-M perp over a 30, 90 or 180 day window.

  shallow
• get_theme_indices

  Call this when the user asks which crypto narrative or sector is leading, about rotation between AI, RWA, DePIN, memecoins, layer 1, layer 2, DeFi or quantum coins, or for a theme index. Returns eight equal-weight fixed-basket indices rebased to 100 on 2025-01-01 with 1d/7d/30d/90d/YTD returns, vs BTC, and the member lists; daily points are omitted unless include_points is true.

  shallow
• get_top_movers

  Call this when the user asks what is moving in crypto derivatives right now, which coins have the biggest open interest changes, the most extreme funding, the widest basis, or the highest derivatives stress. Returns four top-10 lists in one call.

  shallow
• get_venue_markets

  Call this when the user asks about total open interest across exchanges, which venues hold the most OI, DEX versus CEX share, funding dispersion between venues, or stablecoin pegs. Returns the latest 10-minute snapshot aggregates across 56 feeds on 43 exchanges; pass symbol for one coin's per-venue rows.

  shallow
• get_whale_tape

  Call this when the user asks about whale trades, large market orders, or whether big players are buying or selling right now. Returns recent $1M+ aggressive prints recorded live from our own sockets and 24h aggregates with the buy share.

  shallow

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