com.bykaranteli/mcp

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).

Call this when the user asks what it costs to borrow USDT, USDC, BTC, ETH or a major alt on an exchange, which venue has the cheapest borrow, whether stablecoin borrow cost is spiking, or what the carry of a basis trade is on a venue (funding minus borrow). Returns the latest annualised rate per venue and asset, 30 days of hourly series for the stablecoins and majors, and the carry table. Recorded hourly by ByKaranteli (Binance and OKX today).

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.

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.

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.

Call this when the user asks which exchanges sit behind a ByKaranteli number, whether a feed is complete or sampled, since when a venue is collected, or how fresh the data is. Returns the live coverage registry: liquidation feeds per venue with kind and last record, snapshot feeds per venue and market, funding arbitrage legs, positioning sources, whale tape, spot minutes and the Hyperliquid whale scan with freshness. snapshots[].country is the jurisdiction only when the venue states one; it is null for most venues, so do not read null as unknown risk.

Call this when the user asks whether Bitcoin is near a cycle top or bottom by the classic indicators, about the Pi Cycle Top, Mayer Multiple, 200-week moving average, 2-year MA multiplier, golden ratio multiple, profitable days, stock-to-flow, Puell Multiple or Bitfinex margin positioning. Returns the latest readings, the Pi Cycle cross dates on record, and optionally the daily series (recomputed nightly from a first-party close record since 2012). Levels, not forecasts.

Call this when the user asks whether ByKaranteli data can be verified or was changed afterwards, about the BYK Data Layer, on-chain proofs of market data, or wants the proof behind one sealed number. Every 5 minutes a catalog of derived feeds (funding composite, aggregate open interest, liquidations, depth within 2%, pressure scores, Kimchi and Turkey premiums) is sealed into one Merkle root, signed and written to Solana mainnet, and attested on Base once a day. With no arguments returns the stream overview: network, epochs and records sealed, final anchors and the newest epochs with explorer links. Pass feed and asset for one record's proof (value, 104-byte leaf, Merkle path, signed manifest, signature, Solana and Base anchors) at the newest epoch or at sequence; sequence alone for one epoch; catalog for the feed list. result ANCHORED means ByKaranteli signed it and an anchor is final; the protocol verdict is reached from the chains alone at https://bykaranteli.com/proof.

Call this when the user asks about Bitcoin, Ethereum or Solana spot 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.

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.

Call this when the user asks what an exchange charges to trade, how maker and taker fees compare across venues, whether a venue changed its fees, or what a round trip costs on a given notional. Returns base tier maker and taker per venue and market type (median across pairs where the venue prices per pair) and the fee change log, read daily by ByKaranteli from each venue's own fee endpoint.

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.

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.

Call this when the user asks about funding arbitrage, funding rate differences between exchanges, or delta-neutral carry trades. Compares funding across every venue on the board, from Binance, OKX and Bybit to Hyperliquid, dYdX and the smaller perp venues fed by the venue snapshot, 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).

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.

Call this when the user asks what Hyperliquid whales are doing, whether the biggest Hyperliquid accounts are net long or short a coin, for the largest open positions with liquidation prices, or what large accounts just opened, closed or flipped. Returns the live board of the 300 largest accounts by equity (scanned every 5 minutes, addresses only) and with events the last 200 position changes.

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.

Call this when the user asks about Jupiter perpetuals on Solana: long versus short open interest per market (SOL, ETH, BTC) read from the on-chain custody state, pool utilization and hourly borrow rates, JLP pool AUM and APR, 24h volume, or the week's top traders by realized PnL. Pass base and history_days for the hourly OI history.

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.

Call this when the user asks how much leverage an exchange allows on a coin, what the maintenance margin or risk limit ladder is, which venue offers the highest leverage for a symbol, or whether an exchange recently cut leverage. Returns the current ladder per venue (tier, notional floor and cap, max leverage, maintenance margin rate) recorded daily by ByKaranteli, plus a change log. Pass symbol for one base asset (e.g. SOL) and venue for one exchange (bybit, okx, gate, htx, bitget, mexc).

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 LiqMap snapshot for one symbol: modeled liquidation levels by price, zone aggregates and real liquidation prints from six venues. Without an account key (or on the Free plan) the 24h view; with a Builder or higher key (BYKARANTELI_API_KEY) every timeframe from 1h to 30d.

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.

Call this when the user asks for the biggest liquidation today or this week, who got liquidated for the most, the largest single liquidation print, or when in the day or week liquidations cluster (Asia, Europe or US hours, weekday by UTC hour). Returns the largest single liquidation prints of the last 24h, 7d or 30d (rank, symbol, venue, side where SELL means a long was liquidated, price, quantity, notional, millisecond time) recorded from the counted venues' public feeds, plus a 30-day weekday by UTC hour heatmap with hour, weekday and session totals. Binance publishes at most one print per second per symbol, so its rows are a floor.

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.

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.

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.

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.

Call this when the user asks about Bitcoin hashrate, difficulty or block fees (our node runs blocksonly, so there is no mempool series). Returns the recorded daily series and latest values measured on ByKaranteli's own node.

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.

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.

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.

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.

Call this when the user asks where the bid or ask walls are, how deep the spot order book is, whether buyers or sellers have more resting orders near price, or for an order book heatmap. Returns the five venues' books binned into 0.1% buckets within 5% of mid (USD notional), the largest walls with venue split, 2% depth and book reach per venue, and optionally the summed 5-minute history; coins: BTC, ETH, SOL, XRP, DOGE, ADA, LINK, AVAX, LTC, BNB.

Call this when the user asks about the long/short ratio, whether retail or top traders are net long or short, the taker buy/sell ratio, or CVD (cumulative volume delta) for a perpetual. Returns exchange-published statistics for the 30 most traded Binance USDT perps on Binance, Bybit, OKX, Gate, HTX and Bitget (Binance global and top-trader ratios, Bybit share long, OKX ratios and taker volume, Gate account and top-trader ratios, HTX elite ratios, Bitget account and position ratios) and CVD series for BTC, ETH and SOL; refreshed every 15 minutes.

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.

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.

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.

Call this when the user asks which coins are overbought or oversold, for a crypto RSI heatmap, multi-timeframe RSI, or one contract's RSI on 15m, 1h, 4h, 12h, 1d, 3d, 1w or 1M. Returns the live board for the top-400 Binance crypto perps by volume plus every TradFi perp, with overbought/oversold counts per interval. Filter by symbol or kind (crypto|tradfi), sort by an interval.

Call this when the user asks what futures or options expire soon, when the next quarterly expiry is on an exchange, how many contracts settle this week, or at what price a dated future settled. Returns the next 60 days of dated future and option expiries grouped by date, venue and underlying from 54 venues' market lists, plus the settlement prices recorded as dated futures deliver.

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.

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.

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.

Call this when the user asks about stock perpetuals (TSLA, NVDA, AAPL, gold, S&P 500...), tokenized-equity perps, TradFi perp funding rates, open interest, liquidations, which exchanges list a stock perp, or whether the equity session is open. Returns Binance's TradFi perpetual board: per contract mark, index, basis, funding, 24h change and volume, open interest, 24h recorded liquidations, other venues listing the same underlying, and the trading-session state per market. Filter by market (EQUITY, HK_EQUITY, KR_EQUITY, CN_EQUITY, COMMODITY, INDEX, PREMARKET) or one symbol.

Call this when the user asks about Bitcoin, Ether or USDT prices in Turkish lira, the Turkey premium, the USDT/TRY rate or dollar premium in Turkey, or which Turkish exchanges (BtcTurk, Bitlo, CoinTR, OKX TR, Binance TR, Bybit TR, KuCoin TR, Bitexen) trade above or below the global price. Returns the live board: the Turkey Premium Index (what a lira buyer pays for bitcoin against the global dollar price at the official exchange rate, in bps) with its dollar leg and crypto leg, a 0-100 score (50 = world price) and regime, 24h and 7d averages and the same-sign streak; then five reference prices (median of eligible order books), per-venue book status, spread, depth and each venue's implied premium. Pass pair and history_days for 15-minute history of one pair.

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 every perpetual and spot feed we poll (the coverage field lists them); pass symbol for one coin's per-venue rows.

Call this when the user asks about a specific exchange (Bybit, OKX, Gate, KuCoin, HTX, Bitget, MEXC, BitMEX, Hyperliquid ...): how many contracts it lists, its perp open interest and average funding, its leverage ladders, deposit and withdrawal networks and how many are paused, its base fee schedule, its status uptime and the recent event log (listings, delistings, leverage cuts, withdrawal pauses, incidents). Without venue returns the list of recorded venues.

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.

Call this when the user asks whether an exchange has paused withdrawals or deposits, which networks are open for an asset, what the withdrawal fee or minimum is on each venue, or which venue is cheapest to withdraw from. Without arguments returns the overview (withdrawals paused right now, ranked, plus recent suspension and resumption events). Pass asset (e.g. USDT) for every venue and network of that asset, and venue (e.g. kucoin) to narrow. Recorded daily by ByKaranteli from 20+ venues' public currency lists.