DeepLook

LLMs hallucinate financial data. DeepLook gives them real numbers instead.

![License: AGPL-3.0](https://www.gnu.org/licenses/agpl-3.0) ![GitHub stars](https://github.com/OSOJDJD/deeplook)

What happens when you ask "Research NVIDIA"

DeepLook provides structured context — real-time data from 8 APIs combined with analytical instructions that makes better output. The result:

Accurate, up-to-date information — not hallucinated numbers
Clear at a glance — financials, peers, technicals, news in one view
Better AI output — because good context drives good analysis

Works for financial research, business due diligence, or any use case where you need to understand a company fast.

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Get started

Claude.ai

Go to Settings → Connectors → Add MCP
Paste: https://mcp.deeplook.dev/mcp
Start a new chat and ask: "Research NVIDIA"

Other MCP clients (Cursor, VS Code, Windsurf, Claude Desktop)

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

Claude Code

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

Self-host

git clone https://github.com/OSOJDJD/deeplook.git
cd deeplook
pip install -r requirements.txt
python -m deeplook.mcp_server

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What it covers

| Type | Examples | |------|----------| | Public stocks | NVIDIA, Apple, Tesla, TSMC | | Crypto | Bitcoin, Solana, Ethereum | | Private companies | Anthropic, Stripe, OpenAI | | VC firms | a16z, Sequoia | | Defunct | FTX, WeWork |

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Extend DeepLook

DeepLook covers the basics. If you need data it doesn't have yet — a new market, a new data source, a new analysis rule — you can add it. See CONTRIBUTING.md.

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Roadmap

[ ] More query tools — news, peers, financials, calendar as standalone lookups
[ ] Broader client support — Cursor, ChatGPT, VS Code, Windsurf, Claude Code
[ ] Deeper context — more analytical conditions, entity-specific instructions
[ ] Community contributions — new data sources, custom analysis rules

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License

AGPL-3.0

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Built by @OSOJDJD

deeplook