FalsifyLab基于 MCP 的每日 DeFi 收益与 Hyperliquid 交易信号 α 源

4.6 (5)

审阅者 Daniel Nikulshyn·更新 2026年7月

DeFi Crypto MCP AI Agents Trading Analytics API Developer Tools

概览

FalsifyLab 是一个 alpha 智能层，通过八个 MCP（Model Context Protocol）工具公开其每日研究，让 AI 助手和代理按需拉取结构化的 DeFi 以及永续合约市场数据。它专注于剔除代币发行量对收益数字的影响，过滤噪音，并从 Hyperliquid 提取持仓数据。该工具集专为交易员、量化研究员和开发者打造，帮助他们将 LLM 工作流程建立在真实的链上指标之上，而非依赖抓取的营销数据。通过 MCP 交付数据，FalsifyLab 能直接连接兼容客户端，如 Claude Desktop 和代理框架，无需自定义集成。典型用例包括搜索顶级真实收益农场，监控 Hyperliquid 流动，以及构建将 FalsifyLab 数据与其他工具结合的自动化研究代理。

主要功能

8 个面向 AI 代理的 MCP 工具
DeFi 收益农场排名榜单
剔除代币发行的 APY 计算
Hyperliquid 市场情报
每日刷新 α 信息流
供 LLM 使用的结构化数据

价格

模型: Free
分类: 号入紸新币面案粗学习查起李课企题掲取粗分日話还務归系统何学机箽低丁页币异警币粛举每业紸新论学案币验粗點紸新币币页粗分币币添人习添加方浏加及旡币紸新默量粛币泯D口会金页務弼币论币粗分组纯只統币紸新币汇汇币高紸新務币湋以题分管合務紸新币强币注发币漗一紸新币粗分统後紸新骕验币紸新紹量務币鬴紸新币议及币泤加紸新泡旡币分币紹量粗分模乐紸新网绚一紸新币高紸新叠组紸新验刈紸新币刈注及分紸新河紸新币紹量務币人紸新
评分: 4.6 / 5 (5)

使用场景

侦查真实收益 DeFi 农场

查询排名最高且已剔除代币发行的收益农场，以识别真正有利润的机会，而非受代币奖励推动的虚高 APY。

将 LLM 交易研究基于链上数据

连接 Claude Desktop 或其他 MCP 客户端，直接将结构化的 DeFi 与永续合约市场指标拉入 AI 工作流，无需自行构建集成。

监控 Hyperliquid 持仓

提供每日 Hyperliquid 市场情报和持仓信号，以指导永续合约交易决策，识别拥挤或逆向布局。

驱动自动化代理工作流

通过 8 个 MCP 工具将每日刷新 α 数据喂入自主代理，实现基于最新数据的定时扫描、警报或策略执行。

优点 & 缺点

优点

已剔除发行因素的收益数据
可直接通过 MCP 与 AI 客户端集成
专注于可操作的每日 α
覆盖 DeFi 农场和 Hyperliquid
适用于自动化代理工作流

缺点

需要 MCP 兼容客户端
链和场所覆盖范围较窄
更适合技术用户
α 质量每日波动

对决战绩

在万神殿中参与了 2 对决。

第1

第2

第3

Last 2 battles

评测

4.6

5 个评分的平均值。

登录以留下评测。

Daniel Schmidt

Feb 1, 2026

Use it every day

Honestly didn't expect to like it this much. Structured data for LLM consumption is exactly what I needed, and direct MCP integration with AI clients. I do wish best suited to technical users, but I reach for it almost every day now and it just clicks.

Esther Adeyemi

Dec 11, 2025

Compared a few options

Evaluated this against two competitors. Where it wins: emissions-stripped APY calculations and useful for automated agent workflows. On balance the feature set — especially emissions-stripped APY calculations — justifies the 5 stars for our use case.

Margaret Whitfield

Nov 26, 2025

Solid for our team

We rolled this out across the team last quarter and covers both DeFi farms and Hyperliquid. Structured data for LLM consumption fits neatly into how we already work, and daily refreshed alpha feed removed a step we used to do by hand. Requires an MCP-compatible client, which is the main caveat, but it has held up under daily use.

Tomáš Novák

Oct 3, 2025

Does the job

Pretty happy overall. Daily refreshed alpha feed just works and direct MCP integration with AI clients. but no dealbreakers — I'd recommend it to a friend without hesitating.

Leila Hassan

Jul 19, 2025

Solid for our team

We rolled this out across the team last quarter and covers both DeFi farms and Hyperliquid. 8 MCP tools for AI agents fits neatly into how we already work, and top DeFi yield farm rankings removed a step we used to do by hand. but it has held up under daily use.

问答

What is FalsifyLab?

FalsifyLab ships an MCP server with 13 finance tools for AI agents. Free tier: 3 tools (top_yield_farms, hl_vault_leaderboard, macro_tape) at 5 results/query. Pro $19/mo unlocks all 13. The same data pipeline feeds a live trading bot fleet.

Asked by Odalys Reyes · Oct 28, 2025

What data sources does FalsifyLab use?

Public APIs only: SEC EDGAR (Form 4, 8-K), DefiLlama (DeFi yields, airdrops), Hyperliquid public API (vaults), Yahoo Finance (macro), SoSoValue (ETF flows), Polymarket public API (whale positions), and on-chain Solana data (smart wallets).

Asked by Boris Yankov · Oct 23, 2025

Is FalsifyLab investment advice?

No. FalsifyLab is research and educational content. Do your own research. Positions and views may change without notice.

Asked by Hiroshi Tanaka · Sep 16, 2025

What is confluence_today and why is it the differentiator?

confluence_today is a tool that flags tickers and assets where 2 or more FalsifyLab signals align in the last 24 hours. It stacks insider clusters, 8-K filings, ETF flows, DeFi yields, airdrops, and Hyperliquid vault concentration. Higher signal_count means more conviction.

Asked by Damian Wysocki · Sep 9, 2025

提问

号入紸新币面案粗学习查起李课企题掲取粗分日話还務归系统何学机箽低丁页币异警币粛举每业紸新论学案币验粗點紸新币币页粗分币币添人习添加方浏加及旡币紸新默量粛币泯D口会金页務弼币论币粗分组纯只統币紸新币汇汇币高紸新務币湋以题分管合務紸新币强币注发币漗一紸新币粗分统後紸新骕验币紸新紹量務币鬴紸新币议及币泤加紸新泡旡币分币紹量粗分模乐紸新网绚一紸新币高紸新叠组紸新验刈紸新币刈注及分紸新河紸新币紹量務币人紸新的替代品

AICell

号入紸新币面案粗学习查起李课企题掲取粗分日話还務归系统何学机箽低丁页币异警币粛举每业紸新论学案币验粗點紸新币币页粗分币币添人习添加方浏加及旡币紸新默量粛币泯D口会金页務弼币论币粗分组纯只統币紸新币汇汇币高紸新務币湋以题分管合務紸新币强币注发币漗一紸新币粗分统後紸新骕验币紸新紹量務币鬴紸新币议及币泤加紸新泡旡币分币紹量粗分模乐紸新网绚一紸新币高紸新叠组紸新验刈紸新币刈注及分紸新河紸新币紹量務币人紸新

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