# OSOJDJD/deeplook [Health: Active]

**Category:** 💰 Finance & Fintech  
**Repository:** https://github.com/OSOJDJD/deeplook  
**GitHub Stars:** 12  
**Views:** 2  
**Installs:** 0  
**Upvotes:** 0  
**Directory Page:** https://allmcps.com/mcp/osojdjd-deeplook

## Description
Free company research agent — 10 data sources, structured reports with bull/bear verdict in 10 seconds. Stocks, crypto, and private companies.

## Claude Desktop Quick Installation
Heuristic fallback — verify the package name and runner against the repository README before running it. Uses `npx` (confidence: low):

```json
"mcpServers": {
  "deeplook": {
    "command": "npx",
    "args": ["-y","osojdjd-deeplook"]
  }
}
```

## Documentation & README

# DeepLook

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

[![License: AGPL-3.0](https://img.shields.io/badge/License-AGPL--3.0-blue.svg)](https://www.gnu.org/licenses/agpl-3.0)
[![GitHub stars](https://img.shields.io/github/stars/OSOJDJD/deeplook?style=social)](https://github.com/OSOJDJD/deeplook)

## What happens when you ask "Research NVIDIA"

![DeepLook Dashboard](https://raw.githubusercontent.com/OSOJDJD/deeplook/HEAD/docs/screenshot-dashboard.png)

![DeepLook Analysis](https://raw.githubusercontent.com/OSOJDJD/deeplook/HEAD/docs/screenshot-analysis.png)

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.

---

## Under the hood

- **10+ sources, one call** — queries fan out in parallel across market data, filings, news, and more
- **Rules before reasoning** — data is verified before the LLM ever sees it, which is what keeps hallucination down
- **Eval-tested prompts** — changes get scored before they ship, not just shipped on vibes
- **Agent-ready** — available as both an MCP server and a REST API

---

## Get started

### Claude.ai

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

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

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

### Claude Code

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

### Self-host

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

---

## 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 |

---

## Eval

Tested across 58 companies, scored on accuracy, hallucination, and usefulness:

| Metric | Score |
|--------|-------|
| Overall | 3.78 / 5.0 |
| Risk detection | 4.36 / 5.0 |
| Signal quality | 3.94 / 5.0 |
| Actionability | 3.38 / 5.0 |

*From an earlier pipeline version — re-run pending. Eval harness in [`/deeplook/eval`](https://github.com/OSOJDJD/deeplook/blob/HEAD/deeplook/eval).*

---

## 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](https://github.com/OSOJDJD/deeplook/blob/HEAD/CONTRIBUTING.md).

---

## 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

---

## License

[AGPL-3.0](https://github.com/OSOJDJD/deeplook/blob/HEAD/LICENSE)

---

Built by [@OSOJDJD](https://github.com/OSOJDJD)