DeepStack: Independent analysis of the AI economy

io.github.mcauduro0由 GitHub 帳號 mcauduro0 發布v1.0.1更新於 Oct 26, 2026

Where informed investors disagree, the evidence each side stands on, and the date that settles it.

發布方自己的服務:IMW Invoice

已驗證Streamable HTTP可網頁執行金融知識與記憶資料與分析

概覽

AI 產生的概覽

唯讀的遠端 MCP 伺服器,提供 DeepStack 關於 AI 經濟的已發布分析:多空雙方論點、有日期的驗證事件、結果與總體數據。

可以做什麼
  • 依主題、公司、人物或問題檢索 DeepStack 已發布的分析,並附上正式連結
  • 閱讀某篇報導的完整部分:問題、雙方觀點、DeepStack 判斷及下一個有日期的驗證
  • 取得某篇報導的多方與空方論點,每項說法都標註來源、日期與連結
  • 列出將裁定各項爭議的近期有日期驗證,以及已出爐的結果與結論
  • 查詢圍繞某公司或某人物出現過的論點,上市公司另附延遲行情快照
  • 取得分析所對照的總體數據序列,每項含發布機構與日期
適用情境
適合使用者詢問知情投資人在 AI 資本議題上的分歧、想要某個論點最強的反方意見,或想知道哪個有日期的事件將裁定某項主張時使用。它提供的是已發布的評論分析,而非即時資料或一般網頁搜尋。
執行需求
無需安裝:遠端 Streamable HTTP 端點 mcp.deepstack.ltd/mcp,可作為自訂連接器或在用戶端的 MCP 設定中加入。無需身分驗證、API 金鑰或 OAuth。需要能連線至該端點的網路。
安裝前請注意
內容為分析與觀點,不構成投資建議,行情為延遲快照而非即時價格。透過工具提出的問題會以文字形式連同日期、工具、結果數量和用戶端自報名稱一併保存,但不保存位址、使用者代理或 Cookie。限速為每工作階段每分鐘 60 次請求。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 DeepStack: Independent analysis of the AI economy,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

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。

交給代理程式安裝

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.mcauduro0%2Fdeepstack/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。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "deepstack-independent-analysis-of-the-ai": {
      "type": "http",
      "url": "https://mcp.deepstack.ltd/mcp"
    }
  }
}

README

DeepStack MCP server

The Model Context Protocol server behind DeepStack, an independent publication on the money behind AI. For each argument about AI capital (capex, credit, power, chips, the labs), DeepStack publishes the strongest case on each side with dated, sourced claims, takes a side (the DeepStack Call), and writes down the test that will settle it: the event, the date, the rule, and the probability the Call gave "yes" before the date. When the date comes, the result is published, whichever way it went.

This server lets any MCP client read that record.

  • Endpoint: https://mcp.deepstack.ltd/mcp (Streamable HTTP, JSON-RPC 2.0)
  • Authentication: none. Read-only. Free.
  • Registry: io.github.mcauduro0/deepstack in the official MCP Registry
  • Docs: deepstack.ltd/mcp

Every answer is the published analysis as text, cites the canonical deepstack.ltd URL of each item it names, and ends with "Analysis and opinion, not investment advice." No model runs at request time.

Tools

ToolUse it when the user asks
deepstack_searchwhere informed investors disagree on a topic, a company, a person or a question
deepstack_storyfor one Part read in full: the question, both sides, the Call, what would change it, the next dated test
deepstack_sidesfor the bull and bear case, or who disagrees with a thesis, with every claim attributed and dated
deepstack_docketwhat will settle a dispute and when: the dated tests, their rules and the Call's probability
deepstack_resultswhat resolved and how the Call fared
deepstack_entitywhat the voices argued about a company or what a person argued
deepstack_tapefor the macro figures the notes are tested against, each with its producer and date
deepstack_counterfor the strongest published case against a thesis or a claim

All tools carry readOnlyHint: true.

Connect a client

Configuration files for each client are in clients/.

Claude (claude.ai and the desktop app). Settings, Connectors, Add custom connector. Name it DeepStack and use the URL https://mcp.deepstack.ltd/mcp, with no OAuth.

Claude Code

claude mcp add --transport http deepstack https://mcp.deepstack.ltd/mcp

Cursor, Windsurf and other editors (mcp.json)

json
{ "mcpServers": { "deepstack": { "url": "https://mcp.deepstack.ltd/mcp" } } }

VS Code (.vscode/mcp.json)

json
{ "servers": { "deepstack": { "type": "http", "url": "https://mcp.deepstack.ltd/mcp" } } }

Any client, by hand

curl -s https://mcp.deepstack.ltd/mcp -H 'content-type: application/json' -H 'accept: application/json' \  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"deepstack_docket","arguments":{}}}'

Limits and what is kept

  • 60 requests per minute per session (the Mcp-Session-Id that initialize issues), else per address; 30 initialize calls per minute per address.
  • The questions asked through the tools are kept as text, with the date, the tool, the number of results and the name the calling program gives itself, to learn which disputes readers ask about. No address, user agent or cookie is kept. Details: deepstack.ltd/privacy.
  • Terms: deepstack.ltd/terms.

How it works

A Cloudflare Worker in plain JavaScript (ES modules, no bundler, no npm dependencies). It reads DeepStack's public static API at https://deepstack.ltd/api/v1/ with a ten-minute cache and answers from it. The same JSON is open to any program; this server makes it answerable in a conversation.

src/index.js    router, CORS, cache, rate limit, the questions storesrc/mcp.js      JSON-RPC (initialize, ping, tools/list, tools/call) and the eight toolssrc/lib.js      pure helpers: keyword index and ranking, excerpts, formattingsrc/stats.js    aggregates for the owner's admin routesrc/events.js   per-day counts of the site's named controlsschema.sql      the D1 tablesserver.json     the MCP Registry manifest

Run the tests with Node 20 or later:

npm test

To run your own copy you need a Cloudflare account: create a D1 database, put its id in wrangler.toml, apply schema.sql, set the ADMIN_TOKEN secret, and npx wrangler deploy. Point API_BASE at any host that serves the same JSON shape.

This repository mirrors the server that runs at mcp.deepstack.ltd. The publication itself, its data pipeline and its editorial process are not part of it.

License

The code is MIT-licensed (see LICENSE). The content the server returns belongs to DeepStack and is governed by the terms.

Analysis and opinion, not investment advice.

來源:README.md,提交 28e5b5b

工具

8

deepstack_story

A DeepStack story

Use when the user wants one Part of The Buildout read in full, by slug or part number: headline, dek, The DeepStack Call (stance, conviction, three actions, what would change the call, the side it takes and the case against it, the next dated test), key numbers, the full text as plain paragraphs, the dated tests, any result, the companies and people named, and the sources, each with its URL.

輸入參數partslugdetail

deepstack_sides

Who is on each side

Use when the user asks for the bull and bear case, who disagrees with a thesis, the counter-argument, or what would change a side’s mind. Returns, for one story by slug or part number, The DeepStack Call and its side, every attributed, paraphrased voice on each side with its date and source link, the strongest case against each side, where voices cross, and the dated tests that settle it.

輸入參數partslug

deepstack_docket

The Docket

Use when the user asks what will decide a dispute, what to watch, or the next dated test. Returns the dated tests that will settle each story, from today forward: date and precision, status, the event, the resolver (which series, release or earnings print decides it) and the story, each with its URL.

輸入參數partstatuswindow_daysinclude_pastinclude_signal

deepstack_results

Results

Use when the user asks what resolved and how the Call fared. Returns the tests that came in: verdict, what happened with the primary source and the number, what it did to the Call, and the rule that no hit rate is shown until ten results exist.

無需輸入參數。

deepstack_entity

A company or a person

Use when the user asks what the voices argued about a company, or what a person argued, in The Buildout; by slug, ticker or name. Returns where it appears, the figures the stories reported, each argument attributed, dated and linked, and for a listed company the delayed market snapshot with its source. Never a score or a ranking.

輸入參數kindnameslugticker

deepstack_tape

The macro tape

Use when the user asks for the macro figures DeepStack tests its notes against, each with its producer and date: Treasury yields, the real yield, the S&P 500, VIX, Brent, US natural gas, copper, the Fed funds target, CPI and payrolls, with the weekly change and the as-of time of each series.

無需輸入參數。

deepstack_counter

The case against a thesis

Use when the user states a thesis or a claim about the AI economy and wants the strongest case against it. Returns the side the claim sits on (or the question, when no side label fits), the strongest case against that side from a voice outside it, dated and linked, more opposing voices, and the dated tests that settle it; below the relevance floor, that DeepStack has no formed side on the claim.

輸入參數claim必填limit

版本歷史

1
  1. v1.0.1最新Oct 20, 2026

評分

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。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分

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