io.github.AlgoVaultFi由 GitHub 帳號 AlgoVaultFi 發布v1.34.0更新於 Nov 8, 2026
AI交易代理程式的大腦層——通過MCP實現量化呼叫與跨永續合約場所的跨場所套利。
AI 翻譯由 AI 模型根據下方的原文描述翻譯，可能有誤。
The Brain Layer for AI Trading Agents — quant calls + cross-venue arb across perp venues via MCP.
發布方自己的服務：Agent Commons
AlgoVault — Crypto Quant Trade Calls 的託管 MCP 服務（api.algovault.com）；無需登入；Streamable HTTP；10 個工具。
暫無 AI 概覽：以下資訊來自註冊中心條目和服務本身。
Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。
把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。
閱讀 https://sourceweft.com/mcp/io.github.AlgoVaultFi%2Fcrypto-quant-signal-mcp/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。把它新增到你客戶端的 mcpServers 設定中。
{
"mcpServers": {
"algovault-crypto-quant-trade-calls": {
"type": "http",
"url": "https://api.algovault.com/mcp"
}
}
}AlgoVault is the brain layer for AI trading agents — one MCP call returns verdict, confidence, and regime across major crypto perpetual venues.
90.6% PFE win rate across 1,264,950+ verified calls. Merkle-verified on Base L2. Don't trust — verify.
200 free calls/month, 100/day. Start in 30 seconds.
🤖 Try Free in Telegram · algovault.com · Live Track Record · How it works · Sign Up · Docs
[npm version] [npm downloads] [MIT] [On-Chain Verified] [ERC-8004 Verified Agent] [GitHub Repo stars] [MCP Queen operational grade]
No code. No install. No API key to start — sign in free when you need more. The server speaks Streamable HTTP at https://api.algovault.com/mcp — any Model Context Protocol client connects directly.
1. Add the connector. In Claude → Customize → Connectors → + → Add custom connector:
If Claude asks how to sign in, choose Sign in when needed. When Claude asks, click Connect and sign in with your email.
2. Ask for a call. In plain language:
"Get me a trade call for ETH on the 4h timeframe"
[BTC trade call response — Binance, 1h]
Your Claude now has a quant analyst built in. Prefer local? Run npx -y crypto-quant-signal-mcp.
Running locally on npm 12+? npm v12 disables dependency install scripts by default. AlgoVault's optional local SQLite mode uses the native
better-sqlite3module — if you install it into a project, runnpm approve-scripts(ornpm install --allow-scripts) to build it. The hosted HTTP transport (api.algovault.com/mcp) needs no local build.
One API call. One verdict. Not 8 raw indicators. get_trade_call returns a directional BUY / SELL / HOLD with a confidence score and the detected market regime — a composite verdict, not a data dump for your agent to interpret.
Under the hood, a self-tuning model fuses momentum, trend structure, derivatives positioning, open interest, and volume into one weighted call. Every call reports market regime — trending, ranging, or volatile — alongside direction and confidence. Directional calls fire only when conviction clears the threshold; roughly 99% of evaluations return HOLD.
The _algovault block is the envelope every tool response carries: the server version, the tool that answered, your quota, and compatible_with — the companion packages that accept this object directly. It projects from a machine-verified registry, so it lists a package only once that package is published and runnable. It is [] today, and that is the truthful answer: there is no companion package yet.
90.6% PFE Win Rate · 1,264,950 trade calls · 206 on-chain batches
Every call is hashed at emission and anchored on Base L2 in daily Merkle batches. We cannot edit history.
The full record is public and on-chain — no cherry-picking, no survivorship bias:
0x6485…0f81AlgoVault is also a verified agent on the ERC-8004 Identity Registry (Base L2), agentId 44544 — a portable, on-chain handle AI orchestrators can resolve.
AlgoVault is drop-in for every MCP-spec client, every major agent framework, and every official exchange Agent Trade Kit — no SDK, no wrapper. It serves Streamable HTTP at https://api.algovault.com/mcp; tools/list + resources/list is the API surface.
MCP clients.
Agent plugin hosts. The npm package ships plugin.json, mcp.json and .cursor-plugin/plugin.json, so an Agent-Plugins-compatible host — Cursor included — can read the server definition out of the installed package instead of being handed a config block to paste.
Agent frameworks. First-party tutorials pair AlgoVault with each framework's canonical MCP adapter — copy-pasteable demo code, no SDK.
Each demo is runnable as python examples/<framework>/demo.py BTC 4h — gets a real BUY/SELL/HOLD verdict from api.algovault.com/mcp, prints it. ≤5 minutes to first call.
Exchange Agent Trade Kits. AlgoVault returns the analytics; your agent's risk policy decides what to execute. All demos run testnet/demo only. For Binance, the Agent OS path is the recommended default for new integrations — OAuth at connect time, no API keys on the machine; the key-based kit remains right for custom order types.
The MCP tools live at https://api.algovault.com/mcp. Every asset works across the full supported timeframe range, on major crypto perpetual venues.
get_trade_call (alias get_trade_signal) — composite BUY/SELL/HOLD verdict with confidence + regime, any asset, any timeframe.scan_trade_calls — scans the top-N perps by open interest on a venue; returns every actionable call in one shot.scan_market_regimes — screens a whole venue by market regime in one call: every coin whose regime matches your filter, with confidence and how long the regime has held. One call per returned row (at least one per request); coins that don't match are free.pre_trade_check — checks an order against your own rules before you place it: each rule passes or fails with its numbers, then GO, CAUTION or WAIT, with isolated liquidation per venue against your stop. Read-only: it places no orders.scan_funding_arb — cross-venue funding-rate spreads across 7 venues (Hyperliquid, Binance, Bybit, Gate, KuCoin, Aster, OKX), ranked. The only MCP server doing multi-exchange derivatives arbitrage.get_market_regime — classifies TRENDING_UP / TRENDING_DOWN / RANGING / VOLATILE for strategy selection.search_knowledge + chat_knowledge — free BM25 search and grounded Q&A over the full knowledge bundle.get_track_record — the published track record as a tool call, for clients that bridge tools but not resources. include opens the per-asset, per-venue and recent-call sections.Performance is exposed as a read-only MCP resource: performance://signal-performance (aggregated PFE win rate, never raw outcomes). Full parameter reference at algovault.com/docs.
Single-prompt wrappers over 1–3 tool calls — regime gating, multi-timeframe consensus, funding-arb monitoring, and more. Install with claude plugin install AlgoVaultLabs/algovault-skills; browse at algovault.com/skills.
Quota-only tiers. Every tier gets all venues, all assets, all timeframes — you pay for call volume, nothing else.
Two meters per paid tier, monthly and daily, enforced independently: a call is refused when either is exhausted, and the daily window is a UTC calendar day resetting at 00:00 UTC. Quota is counted per call, regardless of verdict.
Subscriptions: Sign up at api.algovault.com/signup. Starter unlocks 10,000 calls/mo (up to 1,000/day) for $9.99/mo, or $39.90 for six months prepaid — add ?interval=6month to pick the prepay term. API key delivered instantly after checkout.
Pro 6-month is currently $129 — limited-time pricing; subscribe now and renewals keep your price.
x402 micropayments: AI agents pay per HTTP call with USDC on Base — no signup, no API key, no billing. The payment receipt is the credential. See x402.org.
pre_trade_check takes the order you intend to place and your limits (maximum leverage, loss at your stop, accuracy needed to break even, funding) and returns each rule's pass or fail with its numbers, then GO, CAUTION or WAIT. It also shows where isolated liquidation sits on each venue that publishes its margin tiers, and whether it hits before your stop.Upgrading from v1.32.x — one tool was added, pre_trade_check; no tool or parameter was renamed or removed. A call with an argument the tool doesn't take is now refused, unbilled, and the refusal names the valid parameters; the published schemas never allowed extra arguments. Added AlgoVault in Claude before? Remove it and add it again, choosing Sign in when needed.
scan_market_regimes returns every coin whose regime matches your filter — TRENDING_UP, TRENDING_DOWN, RANGING or VOLATILE — with confidence, trend strength, ADX, volatility ratio and how long the regime has held. Filter by regime, confidence, asset class, liquidity, regime age or your own watchlist, then sort by confidence or by the newest regime change. You pay one call per returned row (at least one per request); coins that don't match are free. A venue or timeframe it can't serve right now is refused with the alternatives, and isn't billed. The screener is served from the hosted endpoint; a local install lists it and refuses the call with a pointer there.Upgrading from v1.31.x — additive. One tool was added, scan_market_regimes; no tool or parameter was renamed or removed. GET /api/plans/public gains two blocks under free: keyless (the allowance without a key) and telegram (the Telegram bot's own allowance, counted in alerts). One free-tier allowance changed: 20 calls a month without a key; a free key gives 200 (up to 100/day).
🧩 Install from the package, not from a pasted config block. plugin.json, mcp.json and .cursor-plugin/plugin.json now ship inside the npm tarball, so an Agent-Plugins-compatible host — Cursor included — reads the server definition straight out of the installed package. Until this release those files lived in the repository only, and no npm consumer could obtain them.
v1.31.1 — Trade-call verdicts are now chosen by one declared rule per timeframe and trend direction, instead of a global mode setting. The calls you receive are unchanged by the switch.
Upgrading from v1.30.x — one value in the response envelope changed: _algovault.compatible_with is now [] and names no companion package. If your client rendered those package names, stop rendering them; there is no companion package published today. Nothing else in the envelope changed, and no tool or parameter was added, renamed or removed.
Refresh your MCP client to pick up this release. MCP clients cache
tools/listat session start — Claude.ai/Desktop: toggle the connector off+on; Cursor/Cline: restart the MCP server connection.
Local mode: zero telemetry — call history stays on your machine. Remote mode: request metadata logged for analytics (IP hashed, never stored raw). See the privacy policy.
MIT
Disclaimer: AlgoVault provides directional entry interpretation for AI agents. Exit timing is determined by your agent or strategy. This is not financial advice. Past performance does not guarantee future results.
Built by AlgoVault Labs
algovault.com ·
how it works ·
track-record ·
MCP endpoint ·
Telegram bot
來源：README.md，提交 e0f0daa
Composite Trade Call
Returns a composite verdict — BUY SELL HOLD trade call with confidence and market regime — for one crypto or tokenized-stock perpetual futures. One asset only; whole-market scan: scan_trade_calls. Read-only: live exchange APIs, no orders. Verified track record: get_track_record or performance://signal-performance; on-chain verified merkle anchor.
coin必填exchangetimeframeassetClassincludeReasoningTrade Signal
Returns a composite verdict — BUY SELL HOLD trade call with confidence and market regime — for one crypto or tokenized-stock perpetual futures. One asset only; whole-market scan: scan_trade_calls. Read-only: live exchange APIs, no orders. Verified track record: get_track_record or performance://signal-performance; on-chain verified merkle anchor. [ALIAS] This tool is an alias of get_trade_call — same behavior, kept for backward compatibility. Prefer get_trade_call for new integrations.
coin必填exchangetimeframeassetClassincludeReasoningMarket Regime Classifier
Returns the market regime — TRENDING_UP TRENDING_DOWN RANGING VOLATILE — with confidence and a strategy hint, for one crypto perpetual futures. Composite verdict: trend ranging + cross-venue funding rate. Read-only, live exchange APIs. Verified track record: get_track_record or performance://signal-performance; on-chain verified merkle anchor.
coin必填exchangetimeframeFunding Arbitrage Scanner
Ranked cross-venue funding arbitrage across major crypto perpetual futures venues — funding rate spreads, long one venue short another, as a BUY SELL HOLD composite verdict per pair. AI trading signal for crypto quant and Claude trading agents. Trade call via get_trade_call, market regime via get_market_regime. On-chain verified merkle anchor.
limitminSpreadBpsMarket Scanner
Returns ranked BUY SELL HOLD trade calls across the top crypto perpetual futures by open interest — one scan for whole-market coverage, each with confidence and market regime. Use this for breadth; use get_trade_call for per-coin depth and reasoning. Read-only: reads live exchange APIs, places no orders.
topNlimitrankByoiBasisexchangetimeframeincludeHoldsminConfidenceoiChangeWindowminLiquidityUsdincludeReasoningMarket Regime Screener
Screens a whole crypto perpetual futures venue by market regime — TRENDING_UP TRENDING_DOWN RANGING VOLATILE — and returns each matching coin with confidence, trend strength, ADX, volatility ratio and how long the regime has held. Rows are the market regime classifier output for the last closed bar, sampled on Binance, Bybit, OKX and Bitget; another venue, or a timeframe a venue cannot serve, is refused with the alternatives. Billing: one call per returned row; non-matching coins are free. For a live single-coin read with cross-venue funding, call get_market_regime. Read-only.
topNcoinslimitoffsetrankByregimesortByoiBasisexchangetimeframeassetClassminConfidence另有 3 個Pre-Trade Check
Returns a pre-trade check of a crypto perpetual futures order against your own rules: each passes or fails with its numbers, then GO, CAUTION or WAIT. Adds isolated liquidation distance, whether it hits before your stop, fees, accuracy needed to break even over your hold, funding by venue (cross-venue) and the regime. Read-only: places no orders.
coin必填side必填rulessizeUsd必填stopPctleverageequityUsdexchangesholdHoursorderTypetargetPcttimeframeKnowledge Q&A
Returns a synthesized natural-language answer with citations, grounded in the AlgoVault knowledge bundle (every MCP tool description, response shape, integration tutorial, and code example). Use when you need an explanation, code pattern, or how-to; for raw ranked snippets without LLM synthesis use search_knowledge (faster, no quota cost). Read-only: calls an LLM, no other side effects. Quota: Free 10/month, Starter 50, Pro 200, Enterprise 2000.
modelquestion必填Knowledge Search
Returns ranked snippets from the AlgoVault knowledge bundle answering a question about its MCP tools, response shapes, integration patterns (LangChain, LlamaIndex, MAF, CrewAI), or code examples. Call this BEFORE other tool calls to confirm parameter usage and avoid hallucinating tool shapes. Fast: BM25 lexical search, no LLM call, no quota cost. For a synthesized natural-language answer use chat_knowledge. Read-only, no side effects.
limitquery必填Track Record
Returns the AlgoVault track record — aggregated PFE win rates by call type, timeframe and asset tier, plus the evaluation methodology and window. The same verified aggregate the performance://signal-performance resource serves, callable from harnesses that bridge tools only. Defaults to the compact aggregate; use include for the per-asset, per-venue or recent-signal breakdowns. Read-only, no side effects.
include已滿足適用檢查項的 100%
該評分衡量此收錄條目的完整程度，依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價，也不表示伺服器安全或目前可用：可連通性是帶日期的檢查結果，評分也不包含安裝量或使用者評價。
pw.algo.ai官方發布者
代理公共空間：讓 AI 助理在公開或私人討論室中收發訊息與檔案，並以可續傳事件流追蹤互動。
由 GitHub 帳號 seekdaseek 發布
一個 MCP 伺服器，按次以 Algorand 上的 USDC 販售跨交易所加密貨幣清算資料，並提供免費目錄與付款狀態查詢。
由 GitHub 帳號 LuxAlgo 發布
LuxAlgo MCP 讓助理取得交易百科、自營交易公司目錄與模擬器、美國公開紀錄市場資料、盤面統計，以及需登入的交易日誌。
{ "call": "BUY", "confidence": 78, "price": 84250.50, "indicators": { "funding_rate": 0.0001, "funding_24h_avg": 0.00008, "funding_state": "NORMAL", "oi_change_pct": 2.4, "volume_24h": 2381602633, "trend_persistence": "HIGH", "breakout_pending": "INACTIVE" }, "regime": "TRENDING_UP", "reasoning": "Trending regime, upward bias. Funding pressure mild. Volatility neither expanding nor compressed. Trend persistence elevated; momentum structure. Strong conviction from aligned signals.", "timestamp": 1712764800, "coin": "BTC", "timeframe": "1h", "also_see": [ { "coin": "ETH", "timeframe": "1h", "confidence": 82 }, { "coin": "SOL", "timeframe": "15m", "confidence": 73 } ], "_algovault": { "version": "1.30.0", "tool": "get_trade_call", "compatible_with": [] }}