bykaranteli-mcp
This MCP server gives you read-only ByKaranteli crypto-derivatives data plus account-scoped tools for alerts, watchlists, and Hyperliquid address tracking.
Query market sentiment and macro state: Fear & Greed, BTC dominance, market cap, euphoria.
Inspect funding rates, cross-exchange funding arbitrage, open interest, pressure scores, top movers, RSI, correlations, altseason, themes, and cycle indicators.
Track liquidations: daily totals, largest prints, session heatmaps, cascades, venue shares, insurance funds, and LiqMap clusters.
Analyze options: walls, gamma/GEX, DVOL, IV surface/skew, options flow, and hour-by-hour chains.
Follow flows and positioning: ETF flows, COT, Coinbase premium, long/short ratios, CVD, whale tape, Hyperliquid whales/positions, and Jupiter/Solana perps.
Review venue/exchange data: coverage, markets, fees, leverage tiers, borrow rates, withdrawals, settlements, venue profiles, and TradFi perps/gaps.
Explore specialized datasets: tokenized stocks, macro liquidity, Bitcoin network health, quantum exposure, Turkey premium, desk notes, recorded series, and on-chain data proofs.
Manage your account: parse alert text, list/create/delete alert recipes, manage watchlists, and add/remove tracked Hyperliquid addresses.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@bykaranteli-mcp what are current funding rates?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
bykaranteli-mcp
MCP (Model Context Protocol) server for live crypto derivatives data: funding rates, cross-exchange funding arbitrage, open interest pressure, liquidations, options, ETF flows, Fear & Greed and BTC dominance.
68 read-only and account tools over the public JSON API of bykaranteli.com: the market data tools only read, and the alert and watchlist tools act on your own account through your key (Account tools). Since 2026-09-10 the API asks programs for an account key: a free key comes with any verified account at https://bykaranteli.com/dashboard/api (30 requests a minute and 15,000 a month, public depth), and the Builder, Business and Scale plans raise the rate and the monthly fair use and unlock member depth (LiqMap on seven timeframes, 5-minute series) and a monthly allowance of x402 catalog calls within each plan's history window (Plans and paid depth). Set it as BYKARANTELI_API_KEY. Data covers Binance USDT-M perpetuals; funding arbitrage, liquidations, order book depth, options, positioning and insurance funds add the other venues each board lists on bykaranteli.com/coverage.
Hosted endpoint (no install)
Paste https://mcp.bykaranteli.com as a custom connector in any MCP-capable
assistant. The same tools, nothing to install. Every tool call needs your
account key (free at https://bykaranteli.com/dashboard/api); connecting and
listing the tools work without one. The key travels one of three ways:
the request header
x-api-key: bk_...(claude.ai custom connectors, Cursor, Claude Code);the request header
Authorization: Bearer bk_...;the address
https://mcp.bykaranteli.com/?key=bk_...for clients that cannot send headers (ChatGPT). Treat that address like a password and revoke the key if it leaks.
Or sign in with OAuth 2.1 where the client offers it (claude.ai custom connectors: Authentication, Sign in; ChatGPT connectors: OAuth): the client identifies itself with its client metadata document (an https client id the authorization server reads, the way the 2026-07-28 MCP revision prefers) or registers itself (RFC 7591), always with PKCE S256; you approve it once on bykaranteli.com and it runs on a key of your own account, which the Data and API page lists under connected apps. Discovery: https://mcp.bykaranteli.com/.well-known/oauth-protected-resource.
A free account covers the API and the hosted MCP on one monthly counter; Builder and above bring higher rates and member depth.
Step-by-step guide for beginners: https://bykaranteli.com/guide/connect
Related MCP server: usenami-mcp
Quick start
Claude Code
claude mcp add bykaranteli -e BYKARANTELI_API_KEY=bk_... -- npx -y bykaranteli-mcpClaude Desktop
Add to claude_desktop_config.json:
{
"mcpServers": {
"bykaranteli": {
"command": "npx",
"args": ["-y", "bykaranteli-mcp"],
"env": { "BYKARANTELI_API_KEY": "bk_..." }
}
}
}Cursor / other MCP clients
Any stdio MCP client works: command npx, args ["-y", "bykaranteli-mcp"], env BYKARANTELI_API_KEY.
Requires Node.js 20 or newer (1.0.0; the 0.x releases ran on 18). The server speaks both the 2026-07-28 revision of the protocol and the 2025-era initialize handshake, so every MCP client released so far connects unchanged.
Tools
Tool | What it answers |
| "What is the Fear & Greed index today?", "What is BTC dominance right now?" |
| "What are funding rates right now?", "What is SOL's funding?" |
| "Any funding arb opportunities?", "Best venue to long/short BTC for carry?" |
| "Which coins are over-leveraged / crowded right now?" |
| "Biggest OI spikes today?", "Most extreme funding right now?" |
| "How much was liquidated today?", "Did longs or shorts get flushed this week?" |
| "What was the biggest liquidation today?", "When do liquidations cluster, Asia or US hours?" |
| "How big is the Binance insurance fund?", "Did any exchange insurance fund shrink this week?" |
| "How much tokenized Tesla exists onchain?", "Which tokenized stock trades furthest from the real share?", "Which price valued this wrapper's supply?" ( |
| "Did the Bitcoin ETFs buy or sell yesterday?", "Cumulative ETH ETF inflow?", "XRP ETF flows this week?" |
| "Are hedge funds long or short Bitcoin?", "What did the COT report show?" |
| "Where are the BTC option walls?", "What is DVOL / the zero-gamma level?" |
| "Are US investors buying Bitcoin?", "What does the basis trade pay?" |
| "Is toxic order flow building?", "What is BTC's VPIN right now?" |
| "What are the big options players buying?", "Any block trades today?" |
| "How much slippage on a $1M market order?", "Which book is thinnest?" |
| "What does BTC do on Fed days?", "When is the next FOMC meeting?" |
| "What caused that flush?", "Who got liquidated this week?" |
| "Is leverage entering the market?", "Are shorts building in XRP?" |
| "What liquidity state is the market in?", "Is parked money deploying?" |
| "Which crypto narrative is leading: AI, RWA, DePIN, memes, L2s, DeFi?" |
| "Which indicators sit in an unusual band today, and what followed historically?" |
| "Total BTC open interest across exchanges?", "What is the DEX share of perp OI?", "Is USDT off peg anywhere?" |
| "How much leverage does Bybit allow on SOL?", "Which exchange has the highest max leverage for DOGE?", "Did any venue cut leverage on a coin this week?" |
| "Has KuCoin paused USDT withdrawals?", "Cheapest network to withdraw USDT from Gate?", "Which exchanges have withdrawals closed right now?" |
| "What do you record about Bybit?", "How many contracts does OKX list?", "Is HTX up, and what happened there this week?" |
| "What expires this week?", "When is the next BTC quarterly on OKX?", "At what price did the September future settle?" |
| "What does it cost to borrow USDT on Binance?", "Cheapest venue to borrow ETH?", "Is stablecoin borrow spiking?" |
| "What are Bitget's perp fees?", "Which exchange has the lowest taker fee?", "Did any venue change fees this week?" |
| "Does Coinbase or Binance move first?" |
| "What is BTC implied vol by expiry?", "Is downside protection expensive (skew)?" |
| "Are whales buying or selling right now?" |
| "How correlated is SOL to BTC over 30 days?" |
| "Which perpetuals were listed this week, and where first?" |
| "What is the Fed balance sheet / RRP / stablecoin supply doing?" |
| "Bitcoin hashrate, difficulty, fees, mempool right now?" |
| "TSLA perp funding rate? Which exchanges list NVDA perps? Is the stock session open?" |
| "Which coins are oversold on the daily? BTC RSI on 4h and 1w?" |
| "Are Hyperliquid whales net long BTC? What did the biggest accounts just flip?" |
| "BTC long/short ratio on Binance? Are top traders net short ETH? CVD today?" |
| "Which exchanges are behind your liquidation totals? How fresh is the data?" |
| "Where is the biggest BTC bid wall? How deep is ETH within 2% on Coinbase vs Binance?" |
| "How much long vs short OI is on Jupiter SOL perps? Who topped Jupiter this week? What is the JLP APR?" |
| "Which Solana perp DEX has the most open interest? What is Pacifica's BTC funding and 24h volume? Phoenix SOL open interest? GM Trade versus Jupiter?" |
| "What did the desk observe in the derivatives data today? What happened on 14 October? Give me a dated, quotable sentence with its number and time." |
| "What do lira buyers pay for bitcoin above the world price? What is the Turkey Premium Index and its score right now? Which Turkish exchange is dearest? What is USDT/TRY against the official rate?" |
| "Can I verify a ByKaranteli number was not changed later? Show the on-chain proof for BTC funding right now. Which Solana transaction sealed the newest epoch?" |
| "Has the Pi Cycle crossed? Mayer Multiple and Puell today?" |
| "Is it altseason?", "What is the altcoin season index?" |
| "Is today's funding extreme historically?", "Where does this reading sit in its distribution?" |
| "How much Bitcoin is quantum-vulnerable?", "What is the P2PK exposure?" |
| "Where are the BTC liquidation clusters?", "Where would leveraged longs get liquidated?", "Where are the gold (XAU) or crude oil (CL) liquidation clusters?" |
| "Where is the BTC point of control today?", "What was yesterday's value area?", "Which naked POCs are still untested?" |
| "How did BTC open interest move by strike today?", "Where is ETH ATM IV hour by hour?", "Which expiry gained the most open interest in 24h?" |
| "Where do Hyperliquid whales get liquidated on BTC?", "How much tracked notional sits below price?", "Does the model agree with the tracked positions?" |
| "Which exchange had the most liquidations this week?", "How is perp open interest split by venue?" |
| "What did the TSLA perp do over the weekend?", "How big was the Monday open gap on NVDA?", "How far apart were the venues overnight?" |
| "BTC open interest by hour for the last week?", "ETH funding on OKX since 1 September?", "Daily Coinbase premium this month?" (metric list, units and finest periods: https://bykaranteli.com/api/series/metrics) |
All market answers are JSON and carry a generatedAt timestamp, a source URL to the human-readable page and a provenance block: source_page, api_path, the answer's own generated_at, fetched_at, and when the answer carries them the venues behind the number, coverage (full, sampled or mixed), stale_venues and recorded_since, plus the proof page (https://bykaranteli.com/proof). A field the answer does not carry is left out, never filled in. Symbols accept both BTCUSDT and bare BTC.
Answers are sized for a model's context: a call without arguments returns a short first page (for example 30 rows, or the newest points of a series), never a whole board. Every shortened list is named in trimmed with field, returned, total and more, the parameter that returns the rest (symbol, coin, asset, limit, days, detail and the like); a filtered call keeps its full detail. One answer is capped at 100,000 characters; above that the tool says how to narrow the call.
Thirteen large tools (get_liqmap, get_turkey_premium, get_correlations, get_hl_whales, get_options_flow, get_funding_arbitrage, get_desk_notes, get_positioning, get_coverage, get_new_listings, get_venue_markets, get_tokenized_stocks, get_factor_board) also take detail: "compact" answers a shorter page than the default one (fewer rows, numbers rounded to six significant digits, long free text cut, grids left out; every cut named in trimmed), "full" the whole route answer. get_liqmap and get_coverage keep their boolean form, where true means full. Since 1.1.0.
Account tools (alerts and watchlist)
These tools read and change your own ByKaranteli account with the same key: the alert recipes that notify you on Telegram, email, push or webhook, and your watchlists. They never trade, move funds or touch another account.
Tool | What it does |
| Turns "BTC funding above 0.05%" or "tell me when ETH drops 5% in a day" into the exact recipe, with a confidence and what the text left open. Rule based; saves nothing, never invents a threshold. |
| Lists your alert recipes with their conditions, scope, channels and when each last fired. |
| Saves an alert recipe (writes to your account). |
| Deletes one of your alert recipes by id (writes to your account). |
| Lists your watchlists and the symbols on each. |
| Adds a symbol to your default list or the list you name (writes to your account). |
| Removes a symbol from a list (writes to your account). |
| Lists the Hyperliquid addresses you follow, with their last positions (reads your account). |
| Follows a Hyperliquid address for position alerts (writes to your account; Terminal and above). |
| Stops following an address (writes to your account). |
The write tools carry
readOnlyHint: false(anddestructiveHint: truefor the two that remove something), so clients that ask before a change will ask.How many recipes an account keeps follows its plan; past it,
create_alert_recipeanswers with the limit instead of saving.Every call counts on the key's plan like any other request; writes are also rate limited per key, and each write is recorded on the account with the key that made it.
Recipes and watchlist changes show up at once on https://bykaranteli.com/dashboard/alerts and https://bykaranteli.com/dashboard/watchlist.
If a tool call answers 401, the body's
error_descriptionsays what to send and thex-byk-mcp-authheader names the cause:key_required(no credential at all),key_unusable(a header or the address carried no key: thebk_...placeholder, an unset variable, a non-Bearer scheme, an OAuth token of the wrong shape),key_wrong_type(a prepaidbk_live_key, which pays per call on /api/x402/* and does not open the MCP) orkey_unrecognised(mistyped, expired or revoked). TheWWW-Authenticatechallenge starts the OAuth sign-in in clients that support it. This package forwards the REST body verbatim, so the same sentence reaches the model over stdio.
Configuration
Env var | Default | Purpose |
| none | Account key ( |
|
| Override the API host (testing only). The key is sent to whatever host this names, so point it only at a server you trust. |
Data notes
The signal engine was retired in September 2026; this server publishes recorded market data only, no trading signals or performance claims.
Funding, OI and pressure data refresh every 15 to 30 minutes; indices every 30 minutes.
Nothing here is financial advice. See bykaranteli.com/risk-guide.
Development
npm install
npm run build
node dist/index.js # speaks MCP over stdioRelease notes per version: CHANGELOG.md.
License
Server: MIT. Data: personal and research use with attribution "ByKaranteli (bykaranteli.com)"; commercial use with the Business plan. Licence text: https://bykaranteli.com/data#license.
Plans and paid depth
Plan | Rate | Monthly | Depth |
Free API | 30 / min | 15,000 | public pages |
Terminal | 60 / min | 150,000 | public pages |
Builder | 300 / min | 1,000,000 fair use | member depth, x402 catalog: 1,000 calls a month included over the last 90 days at up to 5,000 rows a call, summary series only, raw record routes paid per call |
Business | 1,200 / min | 3,000,000 fair use | member depth, commercial licence, x402 catalog: 10,000 calls a month included over the last 365 days with raw records, monthly bulk exports over the same window |
Scale | 3,000 / min | 10,000,000 fair use | member depth, derived redistribution, x402 catalog with no monthly ceiling over the whole archive with raw records, monthly bulk exports over the whole archive |
Prices: https://bykaranteli.com/pricing
A Free or Terminal key past its monthly figure gets 429 until
the month resets. A paid key past its fair use is never stopped: it answers at
the Free rate (30 a minute) until the month resets, with x-quota-state: slow
on every answer.
Full table: https://bykaranteli.com/developers#tiers. For recorded history and
raw records beyond the live snapshots, bykaranteli.com also exposes pay-per-call
x402 endpoints for anonymous agents (USDC on Solana or Base, priced per call,
no account): https://bykaranteli.com/developers#x402 · machine catalog:
https://bykaranteli.com/api/x402. Builder, Business and Scale keys call those
routes unpaid within the plan's catalog allowance (table above); each included
call also counts as 10 requests of the monthly fair use. A call the plan does not
include answers x402_allowance_used, history_window or raw_tier_required, and a
route the plan does not carry answers tier_required (bulk exports start at Business):
pay it with a prepaid key in x-api-key while the account key stays in
Authorization: Bearer, or without the account key from a wallet.
Available Tools
68 toolsadd_tracked_addressFollow a Hyperliquid address for position alerts (writes to your account)AIdempotentInspect
Call this when the user asks to follow, track or get alerts for a Hyperliquid address (0x followed by 40 hex characters). Every later position change of the address (opened, closed, increased, reduced, flipped) reaches the user's alert channels; the first sight is the baseline and sends nothing. Counted against the plan's address limit; the route answers terminal_required or limit_reached when it cannot add.
Inputs: address (required), label.
add_watchlist_symbolAdd a symbol to your watchlist (writes to your account)AIdempotentInspect
Call this when the user asks to watch, follow or add a coin to their watchlist. Adds the symbol to the list named by watchlist_id, else to the default list (or the only list the account has); a symbol already on the list stays once. Returns the list's symbols after the change. Writes are rate limited per connection (sign-in or key) and each one is recorded on the account.
Inputs: symbol (required), watchlist_id.
create_alert_recipeCreate an alert recipe (writes to your account)AInspect
Call this when the user asks to be alerted when a metric crosses a threshold and has agreed to the exact condition (parse_alert_text turns their words into one). Saves an alert recipe on the account: it fires when every condition holds, delivers by Telegram first with email as fallback unless channels says otherwise, and waits cooldown_hours before it fires again for the same symbol. field is one of: mark_price, pressure_score, funding_rate_pct, oi24h_pct, basis_pct, price_change_24h_pct, liq_cluster_distance_pct, usdt_peg_min_usd, usdc_peg_min_usd, liq_1h_usd, rsi_4h, ls_ratio_global, book_imbalance_2pct_pct, withdrawal_paused_venues, max_leverage_min, borrow_apr_pct, hl_whale_long_share_pct; op is one of >= > <= < ==; percent fields take percent values (0.05 means 0.05%). Pass field, op and threshold for one condition, or conditions for up to 6. scope: watchlist (default), any, or symbols with symbols. The plan sets how many recipes an account keeps; past it the tool answers with the limit. Writes are rate limited per connection (sign-in or key) and each one is recorded on the account.
Inputs: op, name, field, scope, +5 more.
delete_alert_recipeDelete one of your alert recipes (writes to your account)ADestructiveIdempotentInspect
Call this when the user asks to remove an alert. Deletes the alert recipe with this id from the account (list_alert_recipes shows the ids); an id that is not one of the account's recipes changes nothing and says so. Writes are rate limited per connection (sign-in or key) and each one is recorded on the account.
Inputs: id (required).
get_altseasonAltcoin Season Index (live + recorded history)ARead-onlyInspect
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).
Inputs: no named parameters.
get_borrow_ratesMargin borrow rates per venue: the cost of leverage, hourlyARead-onlyInspect
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). The series hold the last 24 hours unless hours (up to 720) or asset is passed.
Inputs: asset, hours.
get_correlationsCrypto correlation matrixARead-onlyInspect
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. Pass detail "compact" for a shorter page or "full" for the whole answer.
Inputs: detail.
get_cot_positioningCME futures positioning (weekly COT report, BTC + ETH)ARead-onlyInspect
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.
Inputs: no named parameters.
get_coverageCoverage registry: which venues and data types we collect, how, and how freshARead-onlyInspect
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. By default the first 30 snapshot feeds, English notes only and no per-venue matrix cells; pass detail "full" for the full registry. Pass detail "compact" for a shorter page or "full" for the whole answer.
Inputs: detail.
get_cycle_indicatorsBitcoin cycle indicators: Pi Cycle, Mayer, 200W MA, Puell, S2FARead-onlyInspect
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.
Inputs: days, include_points.
get_data_proofBYK Data Layer: on-chain proof that a ByKaranteli number was sealed, signed and anchored on Solana and BaseARead-onlyInspect
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.
Inputs: feed, asset, catalog, sequence.
get_desk_notesDesk notes: short dated observations the ByKaranteli desk wrote from its own recorded derivatives dataARead-onlyInspect
Call this when the user asks what happened in crypto derivatives today or on a date, what the desk observed, what moved in funding, open interest, liquidations, options, ETF flows or exchange premiums, or wants a dated, quotable sentence with its number and time. Returns the desk's notes newest first: each is one observation written by the desk writer (an AI model) from the platform's own recorded data and checked against it before publishing, with its publish time in UTC, the card's data time, the desk's 0 to 10 news value, the board it read from, the coins it names and its permanent URL. Information about the data, never advice. Default the newest 25 notes of the last 24 hours (count says how many came back; limit up to 100 for more); pass day for one UTC day, since for a window up to 7 days back (50 notes unless limit says otherwise), type for one card type (funding-arb, liqmap-btc, event-liq-burst, ...), lang for zh, ru or ko text. Pass detail "compact" for a shorter page or "full" for the whole answer.
Inputs: day, lang, type, limit, +2 more.
get_etf_flowsUS spot Bitcoin, Ethereum, Solana and XRP ETF daily flowsARead-onlyInspect
Call this when the user asks about Bitcoin, Ethereum, Solana or XRP spot ETF flows: daily net inflows or outflows, cumulative flow since launch, or total net assets of the US spot ETFs (IBIT, FBTC, ETHA, XRPC and the rest). Returns one row per finalized US trading day and asset with net inflow, total net assets, cumulative inflow since launch and value traded, all in USD. History by asset: BTC and ETH since 2025-05-20, SOL since 2025-10-28, XRP since 2026-09-08.
Inputs: days, asset.
get_factor_boardFactor board: what followed days like today across recorded metricsARead-onlyInspect
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. Without limit the first 40 rows in the board's own order (rows_total counts every row, trimmed names the cut); pass limit up to 400 for the whole board. Pass detail "compact" for a shorter page or "full" for the whole answer.
Inputs: limit, detail.
get_fee_tableTrading fee schedules per venue, base tier maker and takerARead-onlyInspect
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.
Inputs: no named parameters.
get_flow_toxicityOrder-flow toxicity (VPIN) for BTC, ETH, SOL perpsARead-onlyInspect
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.
Inputs: no named parameters.
get_fomc_impactMeasured FOMC impact on BitcoinARead-onlyInspect
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.
Inputs: no named parameters.
get_funding_arbitrageCross-exchange funding arbitrage opportunitiesARead-onlyInspect
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). Each row lists its first 5 venue legs; pass symbol for every leg of one perp. Pass detail "compact" for a shorter page or "full" for the whole answer.
Inputs: detail, symbol.
get_funding_heatmapFunding rates across the ~30 most traded Binance perpsARead-onlyInspect
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.
Inputs: symbol.
get_hl_positionsHyperliquid tracked positions: the liquidation price map of the largest accounts per coin, against the LiqMap modelARead-onlyInspect
Call this when the user asks where Hyperliquid whales would be liquidated, how much tracked notional sits at each price, how the largest accounts lean on a coin, or how their liquidation prices compare with the LiqMap model. The universe is the largest accounts by equity on Hyperliquid's public leaderboard, scanned every five minutes; the levels are their own liquidation prices bucketed around the mark. hours returns the hourly archive of level totals.
Inputs: coin, hours.
get_hl_whalesHyperliquid whale tracker: top-300 accounts, long vs short, positions, changesARead-onlyInspect
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. Without coin, the 30 largest coins and positions; pass coin, or limit (up to 200) for more. Pass detail "compact" for a shorter page or "full" for the whole answer.
Inputs: coin, limit, detail, events.
get_insurance_fundsExchange insurance funds: size, 24h and 7d change, fund against open interest, daily historyARead-onlyInspect
Call this when the user asks how big an exchange's insurance fund is, whether a fund is shrinking or was used after a crash, how much exchanges hold to absorb bankrupt liquidations, or how a fund compares with the venue's open interest. Returns the latest hourly reading per covered venue (every exchange the insurance fund board lists): the fund in USD (OKX's own published total, the sum of priced pools elsewhere), per asset, 24h and 7d change, the fund as a percent of the venue's perpetual open interest on the coins ByKaranteli tracks, and daily closes per venue. Set pools to include every pool row (the contracts it covers, asset, balance, USD). A fund is a balance the venue reports, not an audit of its reserves.
Inputs: pools, venue, history_days.
get_iv_surfaceOptions implied-volatility surface and 25-delta skewARead-onlyInspect
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.
Inputs: currency.
get_jupiter_perpsJupiter Perps (Solana): exact long/short OI, utilization, borrow rates, weekly top tradersARead-onlyInspect
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.
Inputs: base, history_days.
get_lead_lagVenue lead-lag: who moves first (Coinbase, Kraken, Binance)ARead-onlyInspect
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. Each pair's daily rows cover the last 7 days (its summary covers the whole window); pass days (up to 30) for more.
Inputs: days.
get_leverage_tiersLeverage tiers: max leverage and maintenance margin per perpetual on every venueARead-onlyInspect
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). Without symbol, the first 30 rows of each list and the first 5 tiers of each ladder; pass symbol for every tier, or limit (up to 300).
Inputs: limit, venue, symbol.
get_liqmapLiqMap: estimated liquidation clusters with real prints overlaidARead-onlyInspect
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. Covers the crypto perps and the stock and commodity perps: gold is XAU, silver XAG, WTI crude oil CL, Brent BZ, natural gas NATGAS, copper COPPER, platinum XPT, palladium XPD, stocks their ticker (TSLA, NVDA). Returns the LiqMap snapshot for one symbol: modeled liquidation levels by price, zone aggregates and real liquidation prints from every liquidation venue ByKaranteli counts (listed on bykaranteli.com/coverage). On the Free plan the 24h view; on Builder and higher plans every timeframe from 1h to 30d. By default the 30 real levels nearest the price and the 30 largest real prints; pass detail "full" for all of them. Pass detail "compact" for a shorter page or "full" for the whole answer.
Inputs: detail, symbol, timeframe.
get_liquidation_cascadesAuto-detected liquidation cascades (forensic case file)ARead-onlyInspect
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.
Inputs: no named parameters.
get_liquidation_leaderboardLargest single liquidations and a 30-day session heatmap (counted venue feeds)ARead-onlyInspect
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. A floor by construction: each venue's feed carries what the venue publishes (Binance at most one print per second per symbol); the counted venue list and each feed's status come from get_coverage.
Inputs: days, limit, window.
get_liquidationsCrypto liquidations: daily long/short totals per symbol and exchangeARead-onlyInspect
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 stream collectors on every liquidation venue it counts, listed on bykaranteli.com/coverage (recorded events, a floor, not estimates). One row per finalized UTC day, symbol and exchange; history begins 2026-07-30 and grows daily. Without symbol, rows holds the first 30 rows (newest day, largest first) while summary covers every matching row; pass symbol or limit (up to 400) for more rows.
Inputs: days, limit, symbol.
get_macro_liquidityMacro liquidity: Fed funds, 10y, balance sheet, RRP, stablecoin supplyARead-onlyInspect
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. Without days, each series holds its newest 7 points; pass days for the daily series, and series for one key over a long window.
Inputs: days, series.
get_market_indicesCrypto market indices (Fear & Greed, BTC dominance, euphoria)ARead-onlyInspect
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.
Inputs: no named parameters.
get_market_profileMarket Profile: daily TPO profile of a perpetual, point of control, value area, initial balance, naked POCsARead-onlyInspect
Call this when the user asks about a perpetual's Market Profile, TPO profile, point of control (POC), value area (VAH, VAL), initial balance or naked (untested) points of control. Returns one row per closed UTC day from ByKaranteli's own one-minute bars of the Binance USDT-M perpetual (30-minute TPO periods, buckets of 0.05% of the day's open, 70% value area, first-hour initial balance, volume point of control), the naked points of control of the last 60 recorded days and the latest day's profile per price bucket. Symbols without recorded minute bars return no_profile.
Inputs: days, symbol.
get_metric_contextHistorical context for any recorded metric (conditional distribution)ARead-onlyInspect
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.
Inputs: metric (required).
get_network_healthBitcoin network health from our own nodeARead-onlyInspect
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. Without days, each series holds its newest 7 points; pass days for the daily series, and series for one key over a long window.
Inputs: days, series.
get_new_listingsNew and delisted perpetual contractsARead-onlyInspect
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 every exchange the hourly scan covers. Pass detail "compact" for a shorter page or "full" for the whole answer.
Inputs: days, detail.
get_open_interestIntraday open interest and leverage regimes (10 major perps)ARead-onlyInspect
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.
Inputs: no named parameters.
get_options_chainOptions chain hour by hour: open interest and IV per expiry and strike, the change over 1h and 24h, the ATM IV pathARead-onlyInspect
Call this when the user asks how the BTC or ETH option chain moved today or over the last day: open interest and mark IV per expiry and strike from ByKaranteli's own hourly capture of every listed venue, the change over the last hour and the last 24 hours, and the front expiry's ATM IV hour by hour. The Free plan lists the largest strikes; Builder and higher plans list every strike. Recorded from 2026-09-30, so the first days carry a short history.
Inputs: venue, expiry, strikes, currency.
get_options_flowOptions tape: biggest prints and premium flow (BTC + ETH)ARead-onlyInspect
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 (net of the sold legs of the same multi-leg block or combo, so a spread counts its net premium), the block-trade share, the multi-leg structure count, and the largest prints of the last 48 hours with strikes, premium, IV, structure id and venue (Deribit or OKX). Updated every 15 minutes. Pass detail "compact" for a shorter page or "full" for the whole answer.
Inputs: detail.
get_options_snapshotOptions walls, gamma exposure and DVOL (BTC + ETH)ARead-onlyInspect
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, across options venues or on one venue. Daily snapshot of the listed option chains of every options venue we record, summed by default or one venue with venue: the call wall (largest call open interest above spot) and put wall (largest put open interest below spot), the largest bars on the whole axis, top strikes by open interest, put/call ratio, dealer hedging map, ATM IV by expiry (calls and puts interpolated at the money, iv_source names the venue whose quotes price the chain), each venue's open interest (venues_included), and per expiry the open interest by side, the max pain strike (where the open contracts as a group pay out the least at settlement, not a price target) and the one-sigma implied move the ATM IV prices (expiries). DVOL is Deribit's index whatever the venue.
Inputs: venue.
get_orderbook_depthSpot order book depth: walls and 2% depth from every spot venue on the coverage pageARead-onlyInspect
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 books of every spot venue with a public book that the coverage page lists, binned into 0.1% buckets within 20% 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. Books whose size is not corroborated are recorded and returned per venue with in_aggregate false (listed in held_out) but not summed into the walls, 2% depth or history.
Inputs: hours, symbol.
get_positioningPositioning: long/short ratios, taker buy/sell and CVD across exchangesARead-onlyInspect
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 every perpetual venue the positioning board records (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. Without symbol, the 10 most traded perps and the newest 24 points of each CVD series; pass symbol, limit or cvd_points for more. Pass detail "compact" for a shorter page or "full" for the whole answer.
Inputs: limit, detail, symbol, cvd_points.
get_pressure_scoresDerivatives pressure scores (funding + OI + basis composite)ARead-onlyInspect
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.
Inputs: limit, symbol.
get_psi_chargePsiCharge liquidity state (proprietary model, outcomes published)ARead-onlyInspect
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.
Inputs: no named parameters.
get_quantum_exposureQuantum-exposed Bitcoin (daily first-party measurement)ARead-onlyInspect
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.
Inputs: no named parameters.
get_rsi_heatmapRSI heatmap: Wilder RSI(14) on eight timeframes for the top-400 crypto perps and every TradFi perpARead-onlyInspect
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. Without symbol, the first 30 rows (by volume, or by the sort interval); pass limit (up to 400) for more, or order asc with sort for the most oversold first.
Inputs: kind, sort, limit, order, +1 more.
get_seriesRecorded series: bars or points of one metric for one perpetual (price, OI, funding, CVD, liquidations, long/short, RSI and more)ARead-onlyInspect
Call this when the user wants the history of one recorded metric for one perpetual as a time series: price candles, volume, perp or spot CVD, open interest, funding (one venue, or OI-weighted across every venue as funding_agg), liquidations, long/short ratios, RSI, the Coinbase premium, US spot ETF flows, borrow rates or Hyperliquid whale net flow, for charting, backtesting or "what did X do over the last N days". Returns the /api/series answer (points as [t, v], or [t, o, h, l, c, v] for price, with unit, kind, source and source_kind, the bars served and whether member depth applied) plus provenance. metric is one of: price, volume, cvd_perp, cvd_spot, oi, funding, funding_agg, liquidations, long_short, top_traders, rsi, premium, etf_flow, borrow, whale_net (unit, finest period and venue support of each: https://bykaranteli.com/api/series/metrics). The Free plan gets public depth: fewer bars and no bars under 15 minutes (1m, 3m, 5m, 10m); Builder and higher plans get member depth; the bar limits are in the same list. The answer names the venue it was read from (venue) and every venue a market-wide series sums (venues). Without from or limit, the newest 300 bars; pass limit for more of the newest bars, or from and to (ISO) for a window. The public window is the newest 300 bars of the period: a to before it needs member depth (Builder and higher plans) and answers 403 history_member_only otherwise, except daily and coarser price bars, which stay open to every plan.
Inputs: metric (required), to, from, limit, +3 more.
get_settlementsExpiry calendar and settlement prices across venuesARead-onlyInspect
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. Without base, the first 30 expiry rows and the 30 newest settlement prices; pass base for one asset's full lists, or limit (up to 300).
Inputs: base, limit.
get_slippageLive execution cost: what a market order really costsARead-onlyInspect
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.
Inputs: no named parameters.
get_solana_perpsSolana Perps board: open interest, 24h volume and hourly rates across six Solana perpetual venues (Jupiter, Pacifica, Phoenix, GM Trade, Velocity, Bullet)ARead-onlyInspect
Call this when the user asks about perpetuals on Solana as a whole, which Solana perp DEX has the most open interest or volume, a market on Pacifica, Phoenix, GM Trade (GMX on Solana), Velocity (the Drift relaunch) or Bullet (funding, open interest, 24h volume, mark), or how Jupiter compares with the order-book venues. Returns the board read every 10 minutes: per-venue totals (one-sided open interest, both sides on pool venues, 24h volume, market count, median hourly rate, as_of), every market of every venue largest first with instrument type (perpetual, equity, index, commodity, fx), and optional hourly history of one market on any venue but Jupiter (7 days on the Free plan, 30 on Builder and higher plans; Jupiter history is get_jupiter_perps). Without venue, the 30 largest markets; pass venue, or limit (up to 300) for more.
Inputs: limit, venue, symbol, history_days.
get_theme_indicesCrypto narrative indices (AI, RWA, DePIN, meme, L1, L2, DeFi, quantum)ARead-onlyInspect
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.
Inputs: include_points.
get_tokenized_stocksTokenized stocks onchain: supply, premium to the real share, DEX pools and exchange pairsARead-onlyInspect
Call this when the user asks about tokenized stocks or stock tokens (xStocks, Ondo, Robinhood stock tokens, Coinbase tokenized stocks on Base, Binance bStocks, Backpack, Gate gStocks, Reality, Superstate, Figure, Dinari dShares, Securitize): how much of a stock exists onchain, which issuer or chain holds the most, whether a wrapper trades above or below the real share, which DEX pools or exchanges trade it. Returns the board ByKaranteli refreshes every 10 minutes: per underlying the reference share price and its session, each wrapper (issuer, chain, price, premium_pct against a fresh reference, DEX liquidity and 24h volume from admitted pools, supply in shares and dollars, holders, status), tokenized spot pairs on the exchanges the board lists, the perpetual futures cross, and totals (supply by issuer and chain, DEX volume, median premium). Each wrapper's price_source names the price that valued its supply dollars (reference: the share's reference price; issuer_oracle: the issuer's own price for the token; wrapper: its own pool or exchange price; null: no dollars), and totals.priced_by counts the counted wrappers per level, unpriced included. Wrappers come from issuer sources only, never from a name search. Without underlying, each stock lists its first 3 wrappers and 3 exchange pairs; pass underlying for all of them. Pass detail "compact" for a shorter page or "full" for the whole answer.
Inputs: top, chain, detail, issuer, +1 more.
get_top_moversTop movers: OI spikes, extreme funding, widest basis, highest stressARead-onlyInspect
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.
Inputs: no named parameters.
get_tradfi_boardTradFi perpetuals: stock, index and commodity perps on BinanceARead-onlyInspect
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. Without symbol, the first 30 contracts by open interest; pass symbol, or limit (up to 150) for more.
Inputs: limit, market, symbol.
get_tradfi_gapsWeekend and overnight gaps: stock, index and commodity perpetuals against the cash close, checkpoint by checkpointARead-onlyInspect
Call this when the user asks what a stock, index or commodity perpetual did over the weekend or overnight while the cash market was closed, how far it sat from the last cash close at each checkpoint, how the venues disagreed, and what gap the next open then realised. From ByKaranteli's own ten-minute venue record; window weekend or night; one symbol or the whole board. Without symbol, the first 15 underlyings of the summary and of the latest window; pass symbol, or limit (up to 60) for more.
Inputs: limit, symbol, window.
get_venue_marketsExchange coverage: OI, volume, funding and pegs across every exchange we snapshotARead-onlyInspect
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. Without symbol, rows holds the 30 venue markets with the largest open interest; pass symbol, or limit (up to 250) for more. Pass detail "compact" for a shorter page or "full" for the whole answer.
Inputs: limit, detail, symbol, history_days.
get_venue_profileVenue profile: everything ByKaranteli records about one exchangeARead-onlyInspect
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.
Inputs: venue.
get_whale_tapeWhale tape: $1M+ aggressive sweeps with 24h buy shareARead-onlyInspect
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 market sweeps recorded live from our own sockets (each row is one sweep: same-side prints on a symbol summed over a short rolling window; a long burst continues in the next row) and 24h aggregates with the buy share.
Inputs: no named parameters.
get_withdrawal_statusWithdrawal status and network fees: which exchanges paused withdrawals, per asset and networkARead-onlyInspect
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. The overview lists the first 30 paused networks and the 30 newest events; pass asset, or limit (up to 400) for more.
Inputs: asset, limit, venue.
list_alert_recipesYour alert recipes: every alert on your account with its conditions, scope, channels and when it last firedARead-onlyInspect
Call this when the user asks which alerts they have, whether an alert fired, or before deleting or changing one. Returns the account's alert recipes (id, name, scope, symbols, conditions, cooldown in hours, enabled, last fired, fire count, channels, reachable: whether a delivery channel is set up for it) and channels_available (the delivery channels the account has connected). Needs a signed-in account (OAuth sign-in or account key); reads nothing but this account.
Inputs: no named parameters.
list_tracked_addressesList the Hyperliquid addresses you follow (reads your account)ARead-onlyInspect
Call this when the user asks which Hyperliquid addresses they follow, or what those addresses hold right now. Returns every followed address with its label, the positions last seen on it and the plan's address limit; following addresses is part of Terminal and the plans above it.
Inputs: no named parameters.
list_watchlistsYour watchlists and the symbols on eachARead-onlyInspect
Call this when the user asks what is on their watchlist, which lists they have, or before adding or removing a symbol. Returns the account's watchlists (id, name, symbol count) and, unless include_symbols is false, the symbols on each list in order. Needs a signed-in account (OAuth sign-in or account key); reads nothing but this account.
Inputs: include_symbols.
parse_alert_textAlert text to an alert recipe: turn a sentence like "BTC funding above 0.05%" into the recipe it describesARead-onlyInspect
Call this when the user describes an alert in words ("tell me when ETH drops 5% in a day", "BTC funding above 5 bps", "liquidations over $20M in an hour") and you want the exact recipe before creating it. Rule based, nothing is saved: returns recipe (name, scope, symbols, conditions of field, op, value, cooldownHours, channels) or null, confidence 0..1, a one-line summary to confirm with the user, and unresolved (what the text left open or what was assumed; timing words are not part of a recipe). A threshold the text does not state is never invented. English and tickers; at most 500 characters. Pass the returned conditions, scope, symbols and channels to create_alert_recipe once the user agrees.
Inputs: text (required).
remove_tracked_addressStop following a Hyperliquid address (writes to your account)ADestructiveIdempotentInspect
Call this when the user asks to stop following or tracking a Hyperliquid address. Takes the id from list_tracked_addresses; the address's alerts stop, its recorded events stay.
Inputs: id (required).
remove_watchlist_symbolRemove a symbol from your watchlist (writes to your account)ADestructiveIdempotentInspect
Call this when the user asks to stop watching a coin or remove it from their watchlist. Removes the symbol from the list named by watchlist_id, else from the default list (or the only list the account has); a symbol that is not on the list changes nothing. Returns the list's symbols after the change. Writes are rate limited per connection (sign-in or key) and each one is recorded on the account.
Inputs: symbol (required), watchlist_id.
Tool Schema Changelog
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TDQS
Scored across 68 tools
Descriptions are unusually thorough and often include explicit "use X instead" cross-references (e.g. funding_heatmap vs top_movers, pressure_scores vs top_movers), which helps a lot. But several clusters genuinely overlap: get_options_snapshot / get_options_chain / get_iv_surface all surface IV and strikes, get_metric_context vs get_factor_board both bucket metrics against forward BTC returns, get_hl_whales vs get_hl_positions both cover Hyperliquid whale risk, and get_venue_profile overlaps get_withdrawal_status and get_leverage_tiers. With 68 tools the agent must hold many near-neighbours in mind, so selection mistakes remain plausible despite good prose.
Nearly everything follows verb_noun with snake_case (get_*, list_*, create_*, delete_*, add_*, remove_*, parse_*), so the pattern is predictable. Minor deviations: abbreviated/squashed nouns like get_liqmap and the hl_ prefix in get_hl_whales/get_hl_positions break the otherwise literal naming style.
68 tools is far past the comfortable range for an agent-facing server, and several boards could be consolidated into parameterized tools (five liquidation tools, four options tools, three venue tools). Each tool does map to a distinct data board, so it is not arbitrary padding, but the sheer surface size makes discovery and correct invocation costly.
Coverage is genuinely broad and closes the loop on most domains: derivatives, options, venue metadata, macro, Solana/Hyperliquid, tokenized stocks, plus account CRUD for watchlists, alerts and tracked addresses, and even data provenance proofs. Gaps are minor: watchlists cannot be created or deleted (only symbols added/removed) and alert recipes can be created/deleted but not edited or paused, despite exposing an enabled flag.
Maintenance
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