Market Depth Lab

io.github.derkcc由 GitHub 账号 derkcc 发布v0.2.2更新于 Oct 24, 2026

Read-only Hyperliquid, funding-rate and cross-exchange perpetual spread tools.

已验证STDIO仅桌面金融数据与分析

概览

AI 生成的概览

只读 MCP 服务器,让助手获取 Hyperliquid 与跨交易所永续合约的公开行情:资金费率、价差、钱包、TWAP 与手续费。

可以做什么
  • 查询 HYPE 现货与永续快照、Hyperliquid 资金费率及近 24 小时合计,以及当前活跃的公开 TWAP 计划
  • 分析公开 Hyperliquid 地址的持仓、余额、订单、杠杆与盈亏,并按名义金额和费率档估算手续费
  • 按市场列出受监控大户群体的持仓与持仓量最大的地址,并附快照时间与覆盖范围说明
  • 扫描 Binance USD-M、OKX 与 Hyperliquid 之间的资金费率差与永续盘口价差,并给出费用与可成交容量估算
适用场景
适合让助手研究 Hyperliquid 及跨交易所永续合约的资金费率或价差、查看公开地址的风险敞口,或估算交易手续费,且无需交易所登录或交易权限。
运行要求
以 stdio 本地运行,可通过 npx 或源码安装;需要 Node.js 20 或更高版本,并能访问 Hyperliquid、HypurrScan、Binance USD-M 与 OKX 的公开接口。无需 API 密钥或钱包连接。可选变量 MDL_POSITION_INDEX_URL、MDL_POSITION_INDEX_PATH、MDL_MAX_SNAPSHOT_AGE_HOURS、MDL_REJECT_STALE 与 MDL_HTTP_TIMEOUT_MS 用于调整持仓索引与超时。
安装前请注意
完全只读:不下单、不签名、不修改钱包,也不索取私钥或登录信息。提交给钱包工具的地址会从本机直接发送至 Hyperliquid 公开接口,持仓工具默认查询 Market Depth Lab 的索引。价差结果仅为筛选候选,不代表可执行的套利;快照并非同时抓取,结算币种也不同。仅供研究参考,不构成投资建议。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Market Depth Lab,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

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

ToolWhat it answers
list_active_hyperliquid_twapsWhich public TWAP schedules are active, and what is their estimated current notional?
analyze_hyperliquid_walletWhat positions, balances, orders, leverage and PnL are visible for this public address?
calculate_hyperliquid_feesWhat would the estimated fee be for this notional, role and fee tier?
get_hype_market_snapshotWhat is HYPE worth now, and how do spot and perps compare?
hyperliquid_summarize_large_trader_positionsHow is the monitored large-trader cohort positioned by market?
hyperliquid_list_top_position_holdersWhich monitored addresses have the largest positions in one market?
hyperliquid_list_funding_ratesWho pays funding now, and what is the exact trailing-24h sum for the returned markets?
scan_cross_exchange_funding_spreadsWhere is the largest normalized funding difference across Binance USD-M, OKX and Hyperliquid, after a user-supplied cost estimate?
scan_cross_exchange_perp_price_spreadsWhere 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:

json
{  "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

bash
git clone https://github.com/derkcc/market-depth-lab-mcp.gitcd market-depth-lab-mcpnpm cinpm run build

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

json
{  "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

text
Show the five Hyperliquid markets with the highest absolute current funding.Include trailing 24h funding and explain who pays whom.
text
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. Showthe current annualized spread, projected net carry and break-even hours.
text
Scan BTC, ETH and SOL perpetual top-of-book spreads across Binance, OKX andHyperliquid. Use round-trip taker fees, require at least $5,000 visible atthe selected levels, and explain every non-execution boundary.
text
Analyze 0x... on Hyperliquid. Summarize gross exposure, effective leverage,largest position and recent realized PnL. Do not give trading advice.
text
Within the monitored cohort, list the top BTC positions and separate longsfrom shorts. State the cohort boundary before the ranking.
text
Estimate round-trip taker fees for a $25,000 tier-zero perpetual position.

Data and privacy

CapabilityData path
HYPE, wallet and Hyperliquid fundingYour local MCP process → public Hyperliquid info API
Cross-exchange funding spreadsYour local MCP process → public Binance USD-M, OKX and Hyperliquid market-data APIs
Cross-exchange price spreadsYour local MCP process → public Binance USD-M and OKX book-ticker APIs plus Hyperliquid l2Book
Active TWAPsYour local MCP process → public HypurrScan endpoint, plus Hyperliquid price references
Large positions and top holdersYour local MCP process → Market Depth Lab's rolling read-only position index
Fee calculatorRuns 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.

VariableDefaultPurpose
MDL_POSITION_INDEX_URLhttps://data.marketdepthlab.com/v1/positions/latestRemote read-only position index
MDL_POSITION_INDEX_PATHunsetLoad a local JSON snapshot instead of the remote index
MDL_MAX_SNAPSHOT_AGE_HOURS24Mark a position snapshot stale after this age
MDL_REJECT_STALEfalseReturn an error instead of labeled stale data
MDL_HTTP_TIMEOUT_MS15000Per-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

bash
npm cinpm run checknpm testnpm 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

License

MIT

来源:README.md,提交 ad78fbc

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

1
  1. v0.2.2最新Sep 16, 2026

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