DeepStack: Independent analysis of the AI economy

Name: DeepStack: Independent analysis of the AI economy
Author: mcauduro0

by mcauduro0version 1.0.1i★ –iRuns in the cloud

Registry nameio.github.mcauduro0/deepstack

Install

Overview

Description from the maker (original English)

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

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Other

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://mcp.deepstack.ltd/mcp

Run this in your terminal

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

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

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

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

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

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://mcp.deepstack.ltd/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account mcauduro0, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Otheri

More stars than 0% of the other 32364 servers in this category
Published to the registry more recently than 68% of the other 32364 servers in this category
Basic checks equal to or better than 100% of the other 32364 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is DeepStack: Independent analysis of the AI economy safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 17 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, AlphaGrowth

Alternatives

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AlphaGrowth

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Free crypto data for AI agents: TVL, fees, funding, investors, yields, token unlocks, DAO treasuries

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Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

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

Tool	Use it when the user asks
`deepstack_search`	where informed investors disagree on a topic, a company, a person or a question
`deepstack_story`	for one Part read in full: the question, both sides, the Call, what would change it, the next dated test
`deepstack_sides`	for the bull and bear case, or who disagrees with a thesis, with every claim attributed and dated
`deepstack_docket`	what will settle a dispute and when: the dated tests, their rules and the Call's probability
`deepstack_results`	what resolved and how the Call fared
`deepstack_entity`	what the voices argued about a company or what a person argued
`deepstack_tape`	for the macro figures the notes are tested against, each with its producer and date
`deepstack_counter`	for 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)

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

VS Code (.vscode/mcp.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 store

src/mcp.js JSON-RPC (initialize, ping, tools/list, tools/call) and the eight tools src/lib.js pure helpers: keyword index and ranking, excerpts, formatting src/stats.js aggregates for the owner's admin route src/events.js per-day counts of the site's named controls schema.sql the D1 tables server.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.

DeepStack: Independent analysis of the AI economy

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

AlphaGrowth

README from the maker

DeepStack MCP server

Tools

Connect a client

Limits and what is kept

How it works

License