LABSCO SUMMARY

One URL, no key, and the same code is yours to run locally.

The coverage is what separates it from a stock-quote API: private companies, VC firms and companies that no longer exist are in scope alongside listed equities and crypto. If you would rather not send the names you are researching through someone else's endpoint, the repository runs with pip and points your client at localhost instead.

What it is

A hosted MCP endpoint for company and market research. It combines real-time data from 8 APIs with analytical instructions so a model answers from retrieved numbers rather than recall.

What you get

Financials, peers, technicals and news for a company, returned together
Public stocks — NVIDIA, Apple, Tesla, TSMC
Crypto — Bitcoin, Solana, Ethereum
Private companies and VC firms — Anthropic, Stripe, OpenAI, a16z, Sequoia
Defunct companies too, such as FTX and WeWork
The same server self-hosted from the repository, under AGPL-3.0

Requirements

Nothing to install for the hosted endpoint: add https://mcp.deeplook.dev/mcp as an HTTP connector, or run claude mcp add --transport http deeplook https://mcp.deeplook.dev/mcp. To self-host, clone the repository, pip install -r requirements.txt and run python -m deeplook.mcp_server.

Setup effort

One command — claude mcp add --transport http deeplook https://mcp.deeplook.dev/mcp

See installation options

USE CASES

01

Getting up to speed on a company fast

One question returns the financials, the peer set, the technicals and the recent news together.

02

Looking into a private company or a fund

Names that never appear in a market-data feed — Anthropic, a16z — are covered the same way.

03

Keeping research queries in-house

Clone and run the server yourself instead of pointing at the hosted endpoint.

BEFORE YOU INSTALL

What to know first

Requires

A client that can reach a remote MCP server over HTTP

Where it runs

All 5 documented clients connect to a hosted endpoint.

INSTALLATION

Connect your client

Server setup

claude mcp add

Claude Code

TERMINAL

claude mcp add --transport http deeplook https://mcp.deeplook.dev/mcp

Hosted endpoint

ENDPOINT URL

https://mcp.deeplook.dev/mcp

Add this hosted endpoint to your MCP client.

MCP Clients

Cursor, Other MCP clients

JSON

{
  "mcpServers": {
    "deeplook": {
      "url": "https://mcp.deeplook.dev/mcp"
    }
  }
}

VS Code

VS CODE · JSON

{
  "servers": {
    "deeplook": {
      "url": "https://mcp.deeplook.dev/mcp"
    }
  }
}

Windsurf

WINDSURF · JSON

{
  "mcpServers": {
    "deeplook": {
      "serverUrl": "https://mcp.deeplook.dev/mcp"
    }
  }
}

DeepLook