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Documentation Index

Fetch the complete documentation index at: https://docs.llmquantdata.com/llms.txt

Use this file to discover all available pages before exploring further.

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LLMQuant Data API

LLMQuant Data provides unified access to financial data and proprietary quantitative knowledge — built for developers and AI agents.

Proprietary Knowledge

50,000+ Quant Wiki entries and 1,200+ research paper summaries — semantic search + read.

Market Data

US equities (30+ years OHLCV), Binance crypto klines & snapshot, 50+ FRED macro indicators.

SEC & Smart Money

10-K / 10-Q filing browse + read. Form 13F: Top 1,000 institutional managers, last 4 quarters.

MCP Server

Drop-in @llmquant/data-mcp for Claude / Cursor / Codex / Gemini CLI — every tool, one config.

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Quick Start

Get your API key

Sign in to the Dashboard and copy a key from the API Keys section. Store it as an env var:
export LLMQUANT_API_KEY=your_api_key_here
Never hardcode the key in source. See Authentication for details.

Connect via MCP (recommended)

Native MCP integration — your agent calls our 15+ data tools directly, no glue code.Drop this prompt into your agent — it will read the canonical setup from GitHub:
Install the LLMQuant data-mcp server in this environment by following https://github.com/LLMQuant/data-mcp

claude mcp add llmquant-data \
  -e LLMQUANT_API_KEY=$LLMQUANT_API_KEY \
  -- npx -y @llmquant/data-mcp
Cursor, Claude Desktop, or another MCP runtime? See the full MCP Server setup.

Try it from your agent

Restart the client, then drop one of these into the chat:

Wiki research

Live price check

Or call the HTTP API directly

Not on an MCP runtime? Hit the REST API directly at https://api.llmquantdata.com:
import os, requests

headers = {"Authorization": f"Bearer {os.environ['LLMQUANT_API_KEY']}"}
url = "https://api.llmquantdata.com/api/equity/historical?ticker=AAPL&limit=5"
print(requests.get(url, headers=headers).json())
Browse the reference docs in the sidebar for every endpoint.