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WhaleScope MCP

by io.github.osindo-dev
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Binance Futures market intelligence: funding, OI, order book, klines, cross-exchange comparison.

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Status
Unhealthy
Uptime
39.0% over 38 days
Last Tested
Transport
Streamable HTTP
URL
Repository
osindo-dev/whalescope-mcp
GitHub Stars
0
Server Listing
WhaleScope MCP

TDQS

A3.8/5.0

Scored across 74 tools

Disambiguation4/5

Most tools are clearly separated by resource type and the descriptions frequently cross-reference how each tool differs from its nearest sibling (e.g., agg_trades vs recent_trades, spot klines vs futures klines). A few genuinely confusing clusters remain — multiple orderbook snapshot/delta/persistence tools, taker_imbalance_aggregator vs binance_get_taker_volume_ratio, and binance_detect_mm_activity vs binance_analyze_smart_money — which could cause misselection without careful reading.

Naming Consistency4/5

The binance_get_* family is highly consistent, and whalescope_* forms a clear secondary family. Minor deviations exist: analyze_cvd_divergence and analyze_futures_grid_risk lack the binance_ prefix, taker_imbalance_aggregator is a noun phrase rather than verb_noun, and compute_funding_velocity vs whalescope_get_oi_velocity use different prefixes for the same computational pattern.

Tool Count2/5

74 tools far exceeds the 25+ threshold and will burden an agent with selection overhead despite the helpful catalog tool. The domain is genuinely broad, but many tools are thin wrappers around Binance endpoints — six klines variants, five orderbook variants, three funding history variants — that could plausibly be consolidated into fewer parameterized tools.

Completeness5/5

The surface covers the full analysis stack for the domain: raw market data, derived analytics (CVD, basis, velocity, volatility, slippage), smart money and manipulation detection, grid risk, cross-exchange comparison, on-chain stablecoin supply, COT positioning, backtesting, and pipeline decision logging. The only absent category is order execution, which appears intentionally out of scope for a market analysis server.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • Addedwhalescope_backtest_pipeline_decisions
    • Changedwhalescope_full_pipeline3 fields changed
      • addedInput schema / properties / persist
        Added value: +{
+  "default": false,
+  "description": "Kalau true, tulis row compact per symbol ke pipeline_decision_log (D1) setelah pipeline selesai. Default false -- screening biasa tidak menulis. Gagal tulis D1 tidak menggagalkan response.",
+  "type": "boolean"
+}
      • addedInput schema / properties / persist_ref
        Added value: +{
+  "description": "Referensi opsional (slug tab Dropstab, label eksperimen). Diabaikan kalau persist=false.",
+  "maxLength": 128,
+  "type": "string"
+}
      • addedInput schema / properties / persist_source
        Added value: +{
+  "default": "manual",
+  "description": "Sumber row kalau persist=true. manual = screening ad-hoc; dropstab = tab Dropstab (isi persist_ref = slug tab).",
+  "enum": [
+    "manual",
+    "dropstab"
+  ],
+  "type": "string"
+}
  2. 2 tool updates
    • Changedbinance_get_rpi_depth2 fields changed
      • changedInput schema / properties / limit / default
        Previous value: -20New value: +100
      • changedInput schema / properties / limit / description
        Previous value: -"Jumlah level per sisi"New value: +"Jumlah level per sisi (di-clamp ke 5/10/20/50/100/500/1000; default 100)"
    • Addedwhalescope_find_grid_walls
  3. 1 tool update
    • Addedwhalescope_risk_circuit
  4. 1 tool update
    • Addedwhalescope_detect_liquidity_sweep
  5. 2 tool updates
    • Changedbinance_backtest_signal2 fields changed
      • changedInput schema / properties / symbol / description
        Previous value: -"Symbol dari watchlist tetap: BTCUSDT, ETHUSDT, SOLUSDT, BNBUSDT, XRPUSDT, DOGEUSDT, ADAUSDT, AVAXUSDT, LINKUSDT, LTCUSDT, TRXUSDT, SUIUSDT, HYPEUSDT, ZECUSDT, NEARUSDT, UNIUSDT, BCHUSDT, TAOUSDT, WLDUSDT, AAVEUSDT, XMRUSDT, ONDOUSDT, FILUSDT, XLMUSDT, DOTUSDT, ENAUSDT, 1000PEPEUSDT, PUMPUSDT, ASTERUSDT, WLFIUSDT, PAXGUSDT, TRUMPUSDT, XAUTUSDT, ETCUSDT, ATOMUSDT, ICPUSDT, APTUSDT, ARBUSDT, OPUSDT, INJUSDT, SEIUSDT, RUNEUSDT, TIAUSDT, STXUSDT, IMXUSDT, GALAUSDT, SANDUSDT, MANAUSDT, FTMUSDT, ALGOUSDT"New value: +"Symbol dari watchlist tetap: BTCUSDT, ETHUSDT, SOLUSDT, BNBUSDT, XRPUSDT, DOGEUSDT, ADAUSDT, AVAXUSDT, LINKUSDT, LTCUSDT, TRXUSDT, SUIUSDT, HYPEUSDT, ZECUSDT, NEARUSDT, UNIUSDT, BCHUSDT, TAOUSDT, WLDUSDT, AAVEUSDT, XMRUSDT, ONDOUSDT, FILUSDT, XLMUSDT, DOTUSDT, ENAUSDT, 1000PEPEUSDT, PUMPUSDT, ASTERUSDT, WLFIUSDT, PAXGUSDT, TRUMPUSDT, XAUTUSDT, ETCUSDT, ATOMUSDT, ICPUSDT, APTUSDT, ARBUSDT, OPUSDT, INJUSDT, SEIUSDT, RUNEUSDT, TIAUSDT, STXUSDT, IMXUSDT, GALAUSDT, SANDUSDT, MANAUSDT, POLUSDT, ALGOUSDT"
      • changedInput schema / properties / symbol / enum
        Previous value: -[
-  "BTCUSDT",
-  "ETHUSDT",
-  "SOLUSDT",
-  "BNBUSDT",
-  "XRPUSDT",
-  "DOGEUSDT",
-  "ADAUSDT",
-  "AVAXUSDT",
-  "LINKUSDT",
-  "LTCUSDT",
-  "TRXUSDT",
-  "SUIUSDT",
-  "HYPEUSDT",
-  "ZECUSDT",
-  "NEARUSDT",
-  "UNIUSDT",
-  "BCHUSDT",
-  "TAOUSDT",
-  "WLDUSDT",
-  "AAVEUSDT",
-  "XMRUSDT",
-  "ONDOUSDT",
-  "FILUSDT",
-  "XLMUSDT",
-  "DOTUSDT",
-  "ENAUSDT",
-  "1000PEPEUSDT",
-  "PUMPUSDT",
-  "ASTERUSDT",
-  "WLFIUSDT",
-  "PAXGUSDT",
-  "TRUMPUSDT",
-  "XAUTUSDT",
-  "ETCUSDT",
-  "ATOMUSDT",
-  "ICPUSDT",
-  "APTUSDT",
-  "ARBUSDT",
-  "OPUSDT",
-  "INJUSDT",
-  "SEIUSDT",
-  "RUNEUSDT",
-  "TIAUSDT",
-  "STXUSDT",
-  "IMXUSDT",
-  "GALAUSDT",
-  "SANDUSDT",
-  "MANAUSDT",
-  "FTMUSDT",
-  "ALGOUSDT"
-]New value: +[
+  "BTCUSDT",
+  "ETHUSDT",
+  "SOLUSDT",
+  "BNBUSDT",
+  "XRPUSDT",
+  "DOGEUSDT",
+  "ADAUSDT",
+  "AVAXUSDT",
+  "LINKUSDT",
+  "LTCUSDT",
+  "TRXUSDT",
+  "SUIUSDT",
+  "HYPEUSDT",
+  "ZECUSDT",
+  "NEARUSDT",
+  "UNIUSDT",
+  "BCHUSDT",
+  "TAOUSDT",
+  "WLDUSDT",
+  "AAVEUSDT",
+  "XMRUSDT",
+  "ONDOUSDT",
+  "FILUSDT",
+  "XLMUSDT",
+  "DOTUSDT",
+  "ENAUSDT",
+  "1000PEPEUSDT",
+  "PUMPUSDT",
+  "ASTERUSDT",
+  "WLFIUSDT",
+  "PAXGUSDT",
+  "TRUMPUSDT",
+  "XAUTUSDT",
+  "ETCUSDT",
+  "ATOMUSDT",
+  "ICPUSDT",
+  "APTUSDT",
+  "ARBUSDT",
+  "OPUSDT",
+  "INJUSDT",
+  "SEIUSDT",
+  "RUNEUSDT",
+  "TIAUSDT",
+  "STXUSDT",
+  "IMXUSDT",
+  "GALAUSDT",
+  "SANDUSDT",
+  "MANAUSDT",
+  "POLUSDT",
+  "ALGOUSDT"
+]
    • Changedbinance_get_orderbook_wall_persistence2 fields changed
      • changedInput schema / properties / symbol / description
        Previous value: -"Symbol dari watchlist tetap: BTCUSDT, ETHUSDT, SOLUSDT, BNBUSDT, XRPUSDT, DOGEUSDT, ADAUSDT, AVAXUSDT, LINKUSDT, LTCUSDT, TRXUSDT, SUIUSDT, HYPEUSDT, ZECUSDT, NEARUSDT, UNIUSDT, BCHUSDT, TAOUSDT, WLDUSDT, AAVEUSDT, XMRUSDT, ONDOUSDT, FILUSDT, XLMUSDT, DOTUSDT, ENAUSDT, 1000PEPEUSDT, PUMPUSDT, ASTERUSDT, WLFIUSDT, PAXGUSDT, TRUMPUSDT, XAUTUSDT, ETCUSDT, ATOMUSDT, ICPUSDT, APTUSDT, ARBUSDT, OPUSDT, INJUSDT, SEIUSDT, RUNEUSDT, TIAUSDT, STXUSDT, IMXUSDT, GALAUSDT, SANDUSDT, MANAUSDT, FTMUSDT, ALGOUSDT"New value: +"Symbol dari watchlist tetap: BTCUSDT, ETHUSDT, SOLUSDT, BNBUSDT, XRPUSDT, DOGEUSDT, ADAUSDT, AVAXUSDT, LINKUSDT, LTCUSDT, TRXUSDT, SUIUSDT, HYPEUSDT, ZECUSDT, NEARUSDT, UNIUSDT, BCHUSDT, TAOUSDT, WLDUSDT, AAVEUSDT, XMRUSDT, ONDOUSDT, FILUSDT, XLMUSDT, DOTUSDT, ENAUSDT, 1000PEPEUSDT, PUMPUSDT, ASTERUSDT, WLFIUSDT, PAXGUSDT, TRUMPUSDT, XAUTUSDT, ETCUSDT, ATOMUSDT, ICPUSDT, APTUSDT, ARBUSDT, OPUSDT, INJUSDT, SEIUSDT, RUNEUSDT, TIAUSDT, STXUSDT, IMXUSDT, GALAUSDT, SANDUSDT, MANAUSDT, POLUSDT, ALGOUSDT"
      • changedInput schema / properties / symbol / enum
        Previous value: -[
-  "BTCUSDT",
-  "ETHUSDT",
-  "SOLUSDT",
-  "BNBUSDT",
-  "XRPUSDT",
-  "DOGEUSDT",
-  "ADAUSDT",
-  "AVAXUSDT",
-  "LINKUSDT",
-  "LTCUSDT",
-  "TRXUSDT",
-  "SUIUSDT",
-  "HYPEUSDT",
-  "ZECUSDT",
-  "NEARUSDT",
-  "UNIUSDT",
-  "BCHUSDT",
-  "TAOUSDT",
-  "WLDUSDT",
-  "AAVEUSDT",
-  "XMRUSDT",
-  "ONDOUSDT",
-  "FILUSDT",
-  "XLMUSDT",
-  "DOTUSDT",
-  "ENAUSDT",
-  "1000PEPEUSDT",
-  "PUMPUSDT",
-  "ASTERUSDT",
-  "WLFIUSDT",
-  "PAXGUSDT",
-  "TRUMPUSDT",
-  "XAUTUSDT",
-  "ETCUSDT",
-  "ATOMUSDT",
-  "ICPUSDT",
-  "APTUSDT",
-  "ARBUSDT",
-  "OPUSDT",
-  "INJUSDT",
-  "SEIUSDT",
-  "RUNEUSDT",
-  "TIAUSDT",
-  "STXUSDT",
-  "IMXUSDT",
-  "GALAUSDT",
-  "SANDUSDT",
-  "MANAUSDT",
-  "FTMUSDT",
-  "ALGOUSDT"
-]New value: +[
+  "BTCUSDT",
+  "ETHUSDT",
+  "SOLUSDT",
+  "BNBUSDT",
+  "XRPUSDT",
+  "DOGEUSDT",
+  "ADAUSDT",
+  "AVAXUSDT",
+  "LINKUSDT",
+  "LTCUSDT",
+  "TRXUSDT",
+  "SUIUSDT",
+  "HYPEUSDT",
+  "ZECUSDT",
+  "NEARUSDT",
+  "UNIUSDT",
+  "BCHUSDT",
+  "TAOUSDT",
+  "WLDUSDT",
+  "AAVEUSDT",
+  "XMRUSDT",
+  "ONDOUSDT",
+  "FILUSDT",
+  "XLMUSDT",
+  "DOTUSDT",
+  "ENAUSDT",
+  "1000PEPEUSDT",
+  "PUMPUSDT",
+  "ASTERUSDT",
+  "WLFIUSDT",
+  "PAXGUSDT",
+  "TRUMPUSDT",
+  "XAUTUSDT",
+  "ETCUSDT",
+  "ATOMUSDT",
+  "ICPUSDT",
+  "APTUSDT",
+  "ARBUSDT",
+  "OPUSDT",
+  "INJUSDT",
+  "SEIUSDT",
+  "RUNEUSDT",
+  "TIAUSDT",
+  "STXUSDT",
+  "IMXUSDT",
+  "GALAUSDT",
+  "SANDUSDT",
+  "MANAUSDT",
+  "POLUSDT",
+  "ALGOUSDT"
+]
  6. 4 tool updates
    • Addedbinance_get_contract_events
    • Addedbinance_get_realtime_liquidations
    • Addedbinance_get_spot_rolling_ticker
    • Changedbinance_get_tool_catalog2 fields changed
      • changedInput schema / properties / category / description
        Previous value: -"Filter kategori: funding, oi, ratios, orderbook, trades, risk, technical, spot, composite, config, history, backtest, cross-exchange, meta, uncategorized, atau \"all\" (default) untuk semua."New value: +"Filter kategori: funding, oi, ratios, orderbook, trades, risk, technical, spot, composite, config, history, backtest, cross-exchange, realtime, meta, uncategorized, atau \"all\" (default) untuk semua."
      • changedInput schema / properties / category / enum
        Previous value: -[
-  "all",
-  "funding",
-  "oi",
-  "ratios",
-  "orderbook",
-  "trades",
-  "risk",
-  "technical",
-  "spot",
-  "composite",
-  "config",
-  "history",
-  "backtest",
-  "cross-exchange",
-  "meta",
-  "uncategorized"
-]New value: +[
+  "all",
+  "funding",
+  "oi",
+  "ratios",
+  "orderbook",
+  "trades",
+  "risk",
+  "technical",
+  "spot",
+  "composite",
+  "config",
+  "history",
+  "backtest",
+  "cross-exchange",
+  "realtime",
+  "meta",
+  "uncategorized"
+]
  7. 1 tool update
    • Addedwhalescope_get_oi_velocity
  8. 1 tool update
    • Changedtaker_imbalance_aggregator1 field changed
      • changedInput schema / properties / lookbackTrades / description
        Previous value: -"Jumlah trade PALING BARU yang dipakai (event-domain, bukan durasi waktu). Default 500 -- BELUM ADA VALIDASI EMPIRIK buat angka spesifik ini (beda dari window 60-menit analyze_cvd_divergence yang sudah diprobe 5 ronde). 500 dipilih sebagai angka bulat order-of-magnitude yang lebih kecil dari N 30-menit TERKECIL yang teramati di probe CVD buat pair kurang likuid (DOGEUSDT ~1770-5821 trade/window, lihat docs/mm_detection_framework.md) -- supaya kemungkinan besar tetap fillable bahkan di pair less-liquid, BUKAN hasil analisis statistik soal N optimal buat kualitas sinyal imbalance. Butuh probe series sendiri sebelum dianggap tervalidasi, sama seperti asumsi DOGEUSDT-class di CVD."New value: +"Jumlah trade PALING BARU yang dipakai (event-domain, bukan durasi waktu). Default 500 -- BELUM ADA VALIDASI EMPIRIK buat angka spesifik ini (beda dari window 60-menit analyze_cvd_divergence yang sudah diprobe 5 ronde). 500 dipilih sebagai angka bulat order-of-magnitude yang lebih kecil dari N 30-menit TERKECIL yang teramati di probe CVD buat pair kurang likuid (DOGEUSDT ~1770-5821 trade/window, lihat docs/mm_detection_framework.md) -- supaya kemungkinan besar tetap fillable bahkan di pair less-liquid, BUKAN hasil analisis statistik soal N optimal buat kualitas sinyal imbalance. INVESTIGASI N=500-vs-1000 SUDAH DIJALANIN (3 ronde probe, 2026-08-26) DAN DITUTUP INKONKLUSIF -- hipotesis regime-mixing yang sempat diajukan buat jelasin BTCUSDT-nya kebalik arah gugur diuji (lihat komentar UPDATE di atas), tapi akar masalah instability-nya sendiri BELUM ketemu. Default ini TETAP placeholder, bukan nilai tervalidasi -- jangan ulang metodologi span-vs-deviation yang sama tanpa hipotesis mekanisme baru."
  9. 6 tool updates
    • Addedanalyze_cvd_divergence
    • Addedcompute_funding_velocity
    • Addedestimate_slippage
    • Addedestimate_stop_loss_liquidity_risk
    • Addedfilter_block_trades
    • Addedtaker_imbalance_aggregator
  10. 4 tool updates
    • Addedcme_get_institutional_positioning
    • Addedhyperliquid_get_whale_wallet_positions
    • Addedwhalescope_compare_orderbook_depth
    • Addedwhalescope_get_stablecoin_supply
  11. 8 tool updates
    • Addedbinance_get_all_force_orders
    • Addedbinance_get_book_ticker
    • Addedbinance_get_exchange_info
    • Addedbinance_get_funding_info
    • Addedbinance_get_price_ticker
    • Addedbinance_get_recent_trades
    • Addedbinance_get_rpi_depth
    • Addedbinance_get_trading_schedule
  12. 2 tool updates
    • Changedbinance_get_basis_history5 fields changed
      • changedInput schema / properties / symbol / description
        Previous value: -"Symbol dari watchlist tetap: BTCUSDT, ETHUSDT, SOLUSDT, BNBUSDT, XRPUSDT, DOGEUSDT, ADAUSDT, AVAXUSDT, LINKUSDT, LTCUSDT, TRXUSDT, SUIUSDT, HYPEUSDT, ZECUSDT, NEARUSDT, UNIUSDT, BCHUSDT, TAOUSDT, WLDUSDT, AAVEUSDT, XMRUSDT, ONDOUSDT, FILUSDT, XLMUSDT, DOTUSDT, ENAUSDT, 1000PEPEUSDT, PUMPUSDT, ASTERUSDT, WLFIUSDT, PAXGUSDT, TRUMPUSDT, XAUTUSDT, ETCUSDT, ATOMUSDT, ICPUSDT, APTUSDT, ARBUSDT, OPUSDT, INJUSDT, SEIUSDT, RUNEUSDT, TIAUSDT, STXUSDT, IMXUSDT, GALAUSDT, SANDUSDT, MANAUSDT, FTMUSDT, ALGOUSDT"New value: +"Simbol pair Binance Futures, contoh: BTCUSDT, ETHUSDT. Harus pair perpetual yang terdaftar di Binance USDS-M Futures."
      • removedInput schema / properties / symbol / enum
        Removed value: -[
-  "BTCUSDT",
-  "ETHUSDT",
-  "SOLUSDT",
-  "BNBUSDT",
-  "XRPUSDT",
-  "DOGEUSDT",
-  "ADAUSDT",
-  "AVAXUSDT",
-  "LINKUSDT",
-  "LTCUSDT",
-  "TRXUSDT",
-  "SUIUSDT",
-  "HYPEUSDT",
-  "ZECUSDT",
-  "NEARUSDT",
-  "UNIUSDT",
-  "BCHUSDT",
-  "TAOUSDT",
-  "WLDUSDT",
-  "AAVEUSDT",
-  "XMRUSDT",
-  "ONDOUSDT",
-  "FILUSDT",
-  "XLMUSDT",
-  "DOTUSDT",
-  "ENAUSDT",
-  "1000PEPEUSDT",
-  "PUMPUSDT",
-  "ASTERUSDT",
-  "WLFIUSDT",
-  "PAXGUSDT",
-  "TRUMPUSDT",
-  "XAUTUSDT",
-  "ETCUSDT",
-  "ATOMUSDT",
-  "ICPUSDT",
-  "APTUSDT",
-  "ARBUSDT",
-  "OPUSDT",
-  "INJUSDT",
-  "SEIUSDT",
-  "RUNEUSDT",
-  "TIAUSDT",
-  "STXUSDT",
-  "IMXUSDT",
-  "GALAUSDT",
-  "SANDUSDT",
-  "MANAUSDT",
-  "FTMUSDT",
-  "ALGOUSDT"
-]
      • addedInput schema / properties / symbol / maxLength
        Added value: +20
      • addedInput schema / properties / symbol / minLength
        Added value: +1
      • addedInput schema / properties / symbol / pattern
        Added value: +"^[A-Z0-9_]+$"
    • Addedbinance_get_orderbook_delta
  13. 1 tool update
    • Addedbinance_get_basis
  14. 21 tool updates
    • Changedbinance_get_agg_trades1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_basis_history1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_continuous_klines1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_funding_rate_history1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_index_price_klines1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_klines2 fields changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
      • changedInput schema / properties / includeCandles / description
        Previous value: -"Sertakan array candle PENUH (semua field OHLCV per candle) di structuredContent -- default false biar hemat token. Set true kalau butuh proses data candle secara programatik (backtest, kalkulasi custom), bukan cuma baca ringkasan."New value: +"DEPRECATED, dipertahankan untuk kompatibilitas -- pakai `detail: \"full\"` sebagai gantinya. true = sama seperti detail:\"full\"."
    • Removedbinance_get_liquidation_history
    • Changedbinance_get_long_short_ratio1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_mark_price_klines1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_open_interest_history1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_order_book_depth1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_premium_index_klines1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_quarterly_settlement_price1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_spot_agg_trades1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_spot_klines2 fields changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
      • changedInput schema / properties / includeCandles / description
        Previous value: -"Sertakan array candle PENUH di structuredContent -- default false biar hemat token. Set true kalau butuh proses data candle secara programatik."New value: +"DEPRECATED, dipertahankan untuk kompatibilitas -- pakai `detail: \"full\"` sebagai gantinya."
    • Changedbinance_get_spot_order_book1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_taker_volume_ratio1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_get_tool_catalog2 fields changed
      • changedInput schema / properties / category / description
        Previous value: -"Filter kategori: funding, oi, ratios, orderbook, trades, liquidation, risk, technical, spot, composite, config, history, backtest, cross-exchange, meta, uncategorized, atau \"all\" (default) untuk semua."New value: +"Filter kategori: funding, oi, ratios, orderbook, trades, risk, technical, spot, composite, config, history, backtest, cross-exchange, meta, uncategorized, atau \"all\" (default) untuk semua."
      • changedInput schema / properties / category / enum
        Previous value: -[
-  "all",
-  "funding",
-  "oi",
-  "ratios",
-  "orderbook",
-  "trades",
-  "liquidation",
-  "risk",
-  "technical",
-  "spot",
-  "composite",
-  "config",
-  "history",
-  "backtest",
-  "cross-exchange",
-  "meta",
-  "uncategorized"
-]New value: +[
+  "all",
+  "funding",
+  "oi",
+  "ratios",
+  "orderbook",
+  "trades",
+  "risk",
+  "technical",
+  "spot",
+  "composite",
+  "config",
+  "history",
+  "backtest",
+  "cross-exchange",
+  "meta",
+  "uncategorized"
+]
    • Changedbinance_get_top_trader_ratio1 field changed
      • addedInput schema / properties / detail
        Added value: +{
+  "default": "summary",
+  "description": "'summary' (default): metrik turunan + <=10 poin terbaru saja, HEMAT TOKEN. 'full': array/level mentah lengkap seperti sebelumnya. Lihat docs/tool_response_reference.md.",
+  "enum": [
+    "summary",
+    "full"
+  ],
+  "type": "string"
+}
    • Changedbinance_market_regime1 field changed
      • changedInput schema / properties / interval / description
        Previous value: -"Timeframe candle untuk analisis regime (ADX, OI-change, CVD, volatility/volume spike): 1m, 5m, 15m, 30m, 1h, 2h, 4h, 6h, 12h, 1d. Default '1h' (perilaku lama, tidak ada breaking change). Gunakan '4h' untuk regime 4-jam yang sepenuhnya independen dari hasil 1h -- masing-masing dihitung dari window candle miliknya sendiri, bukan agregasi dari interval lain."New value: +"Timeframe candle untuk analisis regime (ADX, OI-change, CVD, volatility/volume spike): 1m, 5m, 15m, 30m, 1h, 2h, 4h, 6h, 12h, 1d. Default '1h'."
    • Addedwhalescope_full_pipeline
  15. 1 tool update
    • Changedbinance_market_regime1 field changed
      • addedInput schema / properties / interval
        Added value: +{
+  "default": "1h",
+  "description": "Timeframe candle untuk analisis regime (ADX, OI-change, CVD, volatility/volume spike): 1m, 5m, 15m, 30m, 1h, 2h, 4h, 6h, 12h, 1d. Default '1h' (perilaku lama, tidak ada breaking change). Gunakan '4h' untuk regime 4-jam yang sepenuhnya independen dari hasil 1h -- masing-masing dihitung dari window candle miliknya sendiri, bukan agregasi dari interval lain.",
+  "enum": [
+    "1m",
+    "5m",
+    "15m",
+    "30m",
+    "1h",
+    "2h",
+    "4h",
+    "6h",
+    "12h",
+    "1d"
+  ],
+  "type": "string"
+}
  16. 3 tool updates
    • Changedbinance_backtest_signal2 fields changed
      • changedInput schema / properties / symbol / description
        Previous value: -"Symbol dari watchlist tetap: BTCUSDT, ETHUSDT, SOLUSDT, BNBUSDT, XRPUSDT, DOGEUSDT, ADAUSDT, AVAXUSDT, LINKUSDT, LTCUSDT"New value: +"Symbol dari watchlist tetap: BTCUSDT, ETHUSDT, SOLUSDT, BNBUSDT, XRPUSDT, DOGEUSDT, ADAUSDT, AVAXUSDT, LINKUSDT, LTCUSDT, TRXUSDT, SUIUSDT, HYPEUSDT, ZECUSDT, NEARUSDT, UNIUSDT, BCHUSDT, TAOUSDT, WLDUSDT, AAVEUSDT, XMRUSDT, ONDOUSDT, FILUSDT, XLMUSDT, DOTUSDT, ENAUSDT, 1000PEPEUSDT, PUMPUSDT, ASTERUSDT, WLFIUSDT, PAXGUSDT, TRUMPUSDT, XAUTUSDT, ETCUSDT, ATOMUSDT, ICPUSDT, APTUSDT, ARBUSDT, OPUSDT, INJUSDT, SEIUSDT, RUNEUSDT, TIAUSDT, STXUSDT, IMXUSDT, GALAUSDT, SANDUSDT, MANAUSDT, FTMUSDT, ALGOUSDT"
      • changedInput schema / properties / symbol / enum
        Previous value: -[
-  "BTCUSDT",
-  "ETHUSDT",
-  "SOLUSDT",
-  "BNBUSDT",
-  "XRPUSDT",
-  "DOGEUSDT",
-  "ADAUSDT",
-  "AVAXUSDT",
-  "LINKUSDT",
-  "LTCUSDT"
-]New value: +[
+  "BTCUSDT",
+  "ETHUSDT",
+  "SOLUSDT",
+  "BNBUSDT",
+  "XRPUSDT",
+  "DOGEUSDT",
+  "ADAUSDT",
+  "AVAXUSDT",
+  "LINKUSDT",
+  "LTCUSDT",
+  "TRXUSDT",
+  "SUIUSDT",
+  "HYPEUSDT",
+  "ZECUSDT",
+  "NEARUSDT",
+  "UNIUSDT",
+  "BCHUSDT",
+  "TAOUSDT",
+  "WLDUSDT",
+  "AAVEUSDT",
+  "XMRUSDT",
+  "ONDOUSDT",
+  "FILUSDT",
+  "XLMUSDT",
+  "DOTUSDT",
+  "ENAUSDT",
+  "1000PEPEUSDT",
+  "PUMPUSDT",
+  "ASTERUSDT",
+  "WLFIUSDT",
+  "PAXGUSDT",
+  "TRUMPUSDT",
+  "XAUTUSDT",
+  "ETCUSDT",
+  "ATOMUSDT",
+  "ICPUSDT",
+  "APTUSDT",
+  "ARBUSDT",
+  "OPUSDT",
+  "INJUSDT",
+  "SEIUSDT",
+  "RUNEUSDT",
+  "TIAUSDT",
+  "STXUSDT",
+  "IMXUSDT",
+  "GALAUSDT",
+  "SANDUSDT",
+  "MANAUSDT",
+  "FTMUSDT",
+  "ALGOUSDT"
+]
    • Changedbinance_get_basis_history2 fields changed
      • changedInput schema / properties / symbol / description
        Previous value: -"Symbol dari watchlist tetap: BTCUSDT, ETHUSDT, SOLUSDT, BNBUSDT, XRPUSDT, DOGEUSDT, ADAUSDT, AVAXUSDT, LINKUSDT, LTCUSDT"New value: +"Symbol dari watchlist tetap: BTCUSDT, ETHUSDT, SOLUSDT, BNBUSDT, XRPUSDT, DOGEUSDT, ADAUSDT, AVAXUSDT, LINKUSDT, LTCUSDT, TRXUSDT, SUIUSDT, HYPEUSDT, ZECUSDT, NEARUSDT, UNIUSDT, BCHUSDT, TAOUSDT, WLDUSDT, AAVEUSDT, XMRUSDT, ONDOUSDT, FILUSDT, XLMUSDT, DOTUSDT, ENAUSDT, 1000PEPEUSDT, PUMPUSDT, ASTERUSDT, WLFIUSDT, PAXGUSDT, TRUMPUSDT, XAUTUSDT, ETCUSDT, ATOMUSDT, ICPUSDT, APTUSDT, ARBUSDT, OPUSDT, INJUSDT, SEIUSDT, RUNEUSDT, TIAUSDT, STXUSDT, IMXUSDT, GALAUSDT, SANDUSDT, MANAUSDT, FTMUSDT, ALGOUSDT"
      • changedInput schema / properties / symbol / enum
        Previous value: -[
-  "BTCUSDT",
-  "ETHUSDT",
-  "SOLUSDT",
-  "BNBUSDT",
-  "XRPUSDT",
-  "DOGEUSDT",
-  "ADAUSDT",
-  "AVAXUSDT",
-  "LINKUSDT",
-  "LTCUSDT"
-]New value: +[
+  "BTCUSDT",
+  "ETHUSDT",
+  "SOLUSDT",
+  "BNBUSDT",
+  "XRPUSDT",
+  "DOGEUSDT",
+  "ADAUSDT",
+  "AVAXUSDT",
+  "LINKUSDT",
+  "LTCUSDT",
+  "TRXUSDT",
+  "SUIUSDT",
+  "HYPEUSDT",
+  "ZECUSDT",
+  "NEARUSDT",
+  "UNIUSDT",
+  "BCHUSDT",
+  "TAOUSDT",
+  "WLDUSDT",
+  "AAVEUSDT",
+  "XMRUSDT",
+  "ONDOUSDT",
+  "FILUSDT",
+  "XLMUSDT",
+  "DOTUSDT",
+  "ENAUSDT",
+  "1000PEPEUSDT",
+  "PUMPUSDT",
+  "ASTERUSDT",
+  "WLFIUSDT",
+  "PAXGUSDT",
+  "TRUMPUSDT",
+  "XAUTUSDT",
+  "ETCUSDT",
+  "ATOMUSDT",
+  "ICPUSDT",
+  "APTUSDT",
+  "ARBUSDT",
+  "OPUSDT",
+  "INJUSDT",
+  "SEIUSDT",
+  "RUNEUSDT",
+  "TIAUSDT",
+  "STXUSDT",
+  "IMXUSDT",
+  "GALAUSDT",
+  "SANDUSDT",
+  "MANAUSDT",
+  "FTMUSDT",
+  "ALGOUSDT"
+]
    • Changedbinance_get_orderbook_wall_persistence2 fields changed
      • changedInput schema / properties / symbol / description
        Previous value: -"Symbol dari watchlist tetap: BTCUSDT, ETHUSDT, SOLUSDT, BNBUSDT, XRPUSDT, DOGEUSDT, ADAUSDT, AVAXUSDT, LINKUSDT, LTCUSDT"New value: +"Symbol dari watchlist tetap: BTCUSDT, ETHUSDT, SOLUSDT, BNBUSDT, XRPUSDT, DOGEUSDT, ADAUSDT, AVAXUSDT, LINKUSDT, LTCUSDT, TRXUSDT, SUIUSDT, HYPEUSDT, ZECUSDT, NEARUSDT, UNIUSDT, BCHUSDT, TAOUSDT, WLDUSDT, AAVEUSDT, XMRUSDT, ONDOUSDT, FILUSDT, XLMUSDT, DOTUSDT, ENAUSDT, 1000PEPEUSDT, PUMPUSDT, ASTERUSDT, WLFIUSDT, PAXGUSDT, TRUMPUSDT, XAUTUSDT, ETCUSDT, ATOMUSDT, ICPUSDT, APTUSDT, ARBUSDT, OPUSDT, INJUSDT, SEIUSDT, RUNEUSDT, TIAUSDT, STXUSDT, IMXUSDT, GALAUSDT, SANDUSDT, MANAUSDT, FTMUSDT, ALGOUSDT"
      • changedInput schema / properties / symbol / enum
        Previous value: -[
-  "BTCUSDT",
-  "ETHUSDT",
-  "SOLUSDT",
-  "BNBUSDT",
-  "XRPUSDT",
-  "DOGEUSDT",
-  "ADAUSDT",
-  "AVAXUSDT",
-  "LINKUSDT",
-  "LTCUSDT"
-]New value: +[
+  "BTCUSDT",
+  "ETHUSDT",
+  "SOLUSDT",
+  "BNBUSDT",
+  "XRPUSDT",
+  "DOGEUSDT",
+  "ADAUSDT",
+  "AVAXUSDT",
+  "LINKUSDT",
+  "LTCUSDT",
+  "TRXUSDT",
+  "SUIUSDT",
+  "HYPEUSDT",
+  "ZECUSDT",
+  "NEARUSDT",
+  "UNIUSDT",
+  "BCHUSDT",
+  "TAOUSDT",
+  "WLDUSDT",
+  "AAVEUSDT",
+  "XMRUSDT",
+  "ONDOUSDT",
+  "FILUSDT",
+  "XLMUSDT",
+  "DOTUSDT",
+  "ENAUSDT",
+  "1000PEPEUSDT",
+  "PUMPUSDT",
+  "ASTERUSDT",
+  "WLFIUSDT",
+  "PAXGUSDT",
+  "TRUMPUSDT",
+  "XAUTUSDT",
+  "ETCUSDT",
+  "ATOMUSDT",
+  "ICPUSDT",
+  "APTUSDT",
+  "ARBUSDT",
+  "OPUSDT",
+  "INJUSDT",
+  "SEIUSDT",
+  "RUNEUSDT",
+  "TIAUSDT",
+  "STXUSDT",
+  "IMXUSDT",
+  "GALAUSDT",
+  "SANDUSDT",
+  "MANAUSDT",
+  "FTMUSDT",
+  "ALGOUSDT"
+]
  17. 1 tool update
    • Addedbinance_get_orderbook_wall_persistence
  18. 10 tool updates
    • Addedbinance_get_adl_risk
    • Addedbinance_get_composite_index_info
    • Addedbinance_get_continuous_klines
    • Addedbinance_get_index_constituents
    • Addedbinance_get_index_price_klines
    • Addedbinance_get_insurance_fund_balance
    • Addedbinance_get_mark_price_klines
    • Addedbinance_get_premium_index_klines
    • Addedbinance_get_quarterly_settlement_price
    • Changedbinance_get_tool_catalog2 fields changed
      • changedInput schema / properties / category / description
        Previous value: -"Filter kategori: funding, oi, ratios, orderbook, trades, liquidation, technical, spot, composite, config, history, backtest, cross-exchange, meta, uncategorized, atau \"all\" (default) untuk semua."New value: +"Filter kategori: funding, oi, ratios, orderbook, trades, liquidation, risk, technical, spot, composite, config, history, backtest, cross-exchange, meta, uncategorized, atau \"all\" (default) untuk semua."
      • changedInput schema / properties / category / enum
        Previous value: -[
-  "all",
-  "funding",
-  "oi",
-  "ratios",
-  "orderbook",
-  "trades",
-  "liquidation",
-  "technical",
-  "spot",
-  "composite",
-  "config",
-  "history",
-  "backtest",
-  "cross-exchange",
-  "meta",
-  "uncategorized"
-]New value: +[
+  "all",
+  "funding",
+  "oi",
+  "ratios",
+  "orderbook",
+  "trades",
+  "liquidation",
+  "risk",
+  "technical",
+  "spot",
+  "composite",
+  "config",
+  "history",
+  "backtest",
+  "cross-exchange",
+  "meta",
+  "uncategorized"
+]
  19. 2 tool updates
    • Addedanalyze_futures_grid_risk
    • Addedbinance_analyze_smart_money

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