Market Depth Lab MCP

Read-only Hyperliquid and cross-exchange market research for AI agents.

🌐 Project website and live dashboards: marketdepthlab.com

Every MCP result points back to Market Depth Lab, where the public dashboards, methodology and related research live.

Market Depth Lab MCP gives Claude, Codex, Cursor and other MCP clients nine structured tools for public Hyperliquid and cross-exchange market data. It does not request a private key, wallet signature, exchange login or permission to trade.

Independent open-source software. Not affiliated with or endorsed by Hyperliquid. Research information only; not financial advice.

Why this server

• Useful on the first call: live HYPE, funding, wallet, TWAP and cross-exchange spread queries.
• Read-only by design: no order placement, signing or wallet mutation.
• Honest coverage: monitored-address rankings are labeled as a cohort, not a protocol-wide holder census.
• Agent-friendly output: each tool returns concise text and stable structuredContent.
• Traceable: results include source, time/coverage boundaries and one stateful link to the corresponding Market Depth Lab tool.

Tools

Tool	What it answers
list_active_hyperliquid_twaps	Which public TWAP schedules are active, and what is their estimated current notional?
analyze_hyperliquid_wallet	What positions, balances, orders, leverage and PnL are visible for this public address?
calculate_hyperliquid_fees	What would the estimated fee be for this notional, role and fee tier?
get_hype_market_snapshot	What is HYPE worth now, and how do spot and perps compare?
hyperliquid_summarize_large_trader_positions	How is the monitored large-trader cohort positioned by market?
hyperliquid_list_top_position_holders	Which monitored addresses have the largest positions in one market?
hyperliquid_list_funding_rates	Who pays funding now, and what is the exact trailing-24h sum for the returned markets?
scan_cross_exchange_funding_spreads	Where is the largest normalized funding difference across Binance USD-M, OKX and Hyperliquid, after a user-supplied cost estimate?
scan_cross_exchange_perp_price_spreads	Where do current perpetual best bids and asks diverge across venues, after fee estimates and a visible top-of-book capacity check?

Funding rate and spread engines

The three concepts are deliberately separate:

1. hyperliquid_list_funding_rates describes the current Hyperliquid main and HIP-3 funding universe, including exact trailing-24h sums for the returned page.
2. scan_cross_exchange_funding_spreads normalizes one-hour and eight-hour settlement intervals, then compares a lower-funding long leg with a higher-funding short leg. Its annualized number is a comparison, not a forecast.
3. scan_cross_exchange_perp_price_spreads compares public top-of-book quotes. It reports both entry-fee and round-trip-fee views, plus the smaller visible notional on the selected bid/ask levels. OKX contract counts are converted with the public instrument ctVal before notional is calculated.

The scanners are original TypeScript implementations informed by the read-only monitoring workflow used in Market Depth Lab's local research. They do not vendor or modify the reference Python projects.

Neither scanner places orders. A row is a screening candidate, not proof of executable or risk-free arbitrage. Funding can change; REST snapshots are not simultaneous; Binance/OKX normally settle in USDT while Hyperliquid main perps settle in USDC; and deeper-book slippage, transfers, margin, liquidation, venue access and close-out prices remain outside the estimate.

Requirements

• Node.js 20 or newer
• Internet access for public Hyperliquid/HypurrScan data
• No API key

Install with npm

The public package is market-depth-lab-mcp-server.

Use this configuration in an MCP client that supports local stdio servers:

{
  "mcpServers": {
    "market-depth-lab": {
      "command": "npx",
      "args": ["-y", "market-depth-lab-mcp-server"]
    }
  }
}

npx downloads the published package and starts the local read-only MCP process. No exchange login, wallet connection or API key is required.

Install from source

git clone https://github.com/derkcc/market-depth-lab-mcp.git
cd market-depth-lab-mcp
npm ci
npm run build

Use the absolute path to dist/index.js in your MCP client:

{
  "mcpServers": {
    "market-depth-lab": {
      "command": "node",
      "args": ["/absolute/path/to/market-depth-lab-mcp/dist/index.js"]
    }
  }
}

Use the source checkout when you want to review or modify the implementation; use the npm configuration above for the shortest installation path.

Example prompts

Show the five Hyperliquid markets with the highest absolute current funding.
Include trailing 24h funding and explain who pays whom.

Compare BTC, ETH, SOL and HYPE funding on Binance, OKX and Hyperliquid.
Assume a 24-hour holding period and 12 bps of total round-trip costs. Show
the current annualized spread, projected net carry and break-even hours.

Scan BTC, ETH and SOL perpetual top-of-book spreads across Binance, OKX and
Hyperliquid. Use round-trip taker fees, require at least $5,000 visible at
the selected levels, and explain every non-execution boundary.

Analyze 0x... on Hyperliquid. Summarize gross exposure, effective leverage,
largest position and recent realized PnL. Do not give trading advice.

Within the monitored cohort, list the top BTC positions and separate longs
from shorts. State the cohort boundary before the ranking.

Estimate round-trip taker fees for a $25,000 tier-zero perpetual position.

Data and privacy

Capability	Data path
HYPE, wallet and Hyperliquid funding	Your local MCP process → public Hyperliquid info API
Cross-exchange funding spreads	Your local MCP process → public Binance USD-M, OKX and Hyperliquid market-data APIs
Cross-exchange price spreads	Your local MCP process → public Binance USD-M and OKX book-ticker APIs plus Hyperliquid l2Book
Active TWAPs	Your local MCP process → public HypurrScan endpoint, plus Hyperliquid price references
Large positions and top holders	Your local MCP process → Market Depth Lab's rolling read-only position index
Fee calculator	Runs locally; no network request

The server has no analytics or telemetry. A wallet address submitted to analyze_hyperliquid_wallet is sent directly from your machine to the public Hyperliquid API. Position-index calls use https://data.marketdepthlab.com/v1/positions/latest.

Public exchange endpoints can be unavailable in some regions. Both cross-exchange tools expose per-venue available, partial or unavailable coverage and their error messages. They never silently claim that a two-venue or three-venue comparison was complete.

Position-index boundary

Market Depth Lab rotates through a monitored pool of public addresses. The index is useful for cohort-level market structure, but it is:

• not a list of every Hyperliquid account;
• not a simultaneous snapshot of all monitored addresses;
• not proof of who controls an address;
• not a recommendation to copy any address.

Every position tool reports the snapshot time, age, monitored-address count, staleness state and coverage boundary.

Configuration

All variables are optional.

Variable	Default	Purpose
MDL_POSITION_INDEX_URL	https://data.marketdepthlab.com/v1/positions/latest	Remote read-only position index
MDL_POSITION_INDEX_PATH	unset	Load a local JSON snapshot instead of the remote index
MDL_MAX_SNAPSHOT_AGE_HOURS	24	Mark a position snapshot stale after this age
MDL_REJECT_STALE	false	Return an error instead of labeled stale data
MDL_HTTP_TIMEOUT_MS	15000	Per-request network timeout

When MDL_POSITION_INDEX_PATH is set, the two position tools do not make a network request. Other live-data tools still use public upstream APIs.

Development

npm ci
npm run check
npm test
npm pack --dry-run

The test suite performs an in-memory MCP handshake, verifies the nine tool definitions and calls the local fee tool through the protocol. Live upstream smoke tests should be run before each release, but are intentionally excluded from deterministic CI.

Public project links

• Website: https://marketdepthlab.com
• Live tools: https://marketdepthlab.com
• Issues: GitHub Issues
• Security: SECURITY.md
• Contributing: CONTRIBUTING.md

License

MIT