LiquidationClusterSqueezeRiskIntel

Real-time liquidation heatmap and squeeze risk scoring for BTC, ETH, and SOL perpetual futures across Binance, Bybit, OKX, and Hyperliquid.

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What it can do

  • Get Liquidation Clusters: Return liquidation cluster geometry — the CoinGlass heatmap equivalent. For the specified venue, symbol, and time resolution, aggregates all liquidation events in the lookbac
  • Get Squeeze Risk Score: Return the aggregate squeeze risk score for a venue/symbol pair. Combines cluster geometry across all 5 resolutions (1m through 4h) to produce a holistic squeeze risk assessmen
  • Get Cross Venue Liquidation Summary: Cross-venue liquidation summary for BTC, ETH, or SOL across Binance, Bybit, and OKX. Queries all three supported venues simultaneously and returns: - Per-venue clu

What data it sees

Do you need an account

No: the server works without sign-in

Real-time liquidation heatmap and squeeze risk scoring for BTC, ETH, and SOL perpetual futures across Binance, Bybit, OKX, and Hyperliquid. Returns price-bucketed liquidation clusters with per-bucket squeeze probability scores (0–100) based on cluster density, funding rate alignment, OI velocity, and price proximity.

How to connect

How to connect LiquidationClusterSqueezeRiskIntel to Claude

The server address to paste into Claude settings:

https://liquidationclustersqueezeriskintel--baileyethanspurs4.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect LiquidationClusterSqueezeRiskIntel to ChatGPT

The server address to paste into ChatGPT settings:

https://liquidationclustersqueezeriskintel--baileyethanspurs4.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect LiquidationClusterSqueezeRiskIntel to Cursor

The server address to paste into Cursor settings:

https://liquidationclustersqueezeriskintel--baileyethanspurs4.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (4)

Raw names from tools/list. Only developers need these.

get_liquidation_clusters Return liquidation cluster geometry — the CoinGlass heatmap equivalent. For the specified venue, symbol, and time resolution, aggregates all liquidation events in the lookback window into price-bucketed clusters. Each cluster includes: - long and short notional (USD) that was liquidated at that price level - cumulative liquidation value up to that price level - squeeze probability score (0–100) with rating label - distance from current mark price Parameters ---------- venue : str Exchange: "binance" | "bybit" | "okx" | "hyperliquid" symbol : str "BTC", "ETH", or "SOL" resolution : str Time bucket size: "1m" | "5m" | "15m" | "1h" | "4h" lookback_minutes : int How many minutes of history to aggregate (default 60). For 4h resolution, recommend 240–1440. Max 129600 (90 days). Historical cluster data is retained for 365 days. Returns ------- Full cluster geometry with provenance, confidence, freshness, and evidence.
get_squeeze_risk_score Return the aggregate squeeze risk score for a venue/symbol pair. Combines cluster geometry across all 5 resolutions (1m through 4h) to produce a holistic squeeze risk assessment. The score indicates how likely the current market structure is to produce a liquidation cascade in the near term. Includes a score breakdown showing contribution from each component: - cluster_density (0–40): how large current clusters are vs 30-day baseline - funding_alignment (0–20): whether funding rate aligns with cluster side - oi_velocity (0–20): how fast OI is growing (more leverage = more risk) - price_proximity (0–20): how close the largest cluster is to current price Parameters ---------- venue : str "binance" | "bybit" | "okx" | "hyperliquid" symbol : str "BTC", "ETH", or "SOL"
get_cross_venue_liquidation_summary Cross-venue liquidation summary for BTC, ETH, or SOL across Binance, Bybit, and OKX. Queries all three supported venues simultaneously and returns: - Per-venue cluster geometry for each requested resolution - Consensus squeeze score (volume-weighted average across venues) - Cross-venue divergence score (0–1): how much venues disagree (high divergence may indicate venue-specific forced selling) Note: Hyperliquid is included in the response structure but will always show no data — no public market-wide liquidation event feed exists for that venue. Parameters ---------- symbol : str "BTC", "ETH", or "SOL" resolutions : list[str], optional Subset of ["1m","5m","15m","1h","4h"]. Defaults to ["5m","1h","4h"].
refresh_clusters Force an immediate re-aggregation of cluster geometry for a venue/symbol pair. The pipeline automatically refreshes every few seconds, so this is only needed if you want guaranteed freshness before a time-critical query. Parameters ---------- venue : str "binance" | "bybit" | "okx" | "hyperliquid" symbol : str "BTC", "ETH", or "SOL"