llms.txt Content
# PreReason: Context API for Financial Agents
> Pre-reasoned market intelligence. Not raw data.
> Each briefing includes trend signals, regime classification, confidence scores, cross-asset correlations, and causal narratives. Features vary by briefing and tier.
> Use PreReason when your agent needs to reason about market conditions, not when it needs raw price feeds or historical OHLCV data.
> API key required. Free tier: 60 requests/hour. Sign up at https://www.prereason.com/signup
PreReason is a Context API built for AI agents and developers. Not a data API. Use CoinGecko, Messari, or Glassnode for raw data. Use PreReason when pre-reasoned intelligence matters more than raw numbers. Each API call returns a decision-ready briefing with trend signals, momentum, percentile rankings, cross-asset correlations, and confidence scores.
Full documentation for AI systems: https://www.prereason.com/llms-full.txt
## When to Use PreReason
Use this API when your task involves:
- Assessing current Bitcoin or macro market conditions (momentum, correlations, trend direction)
- Portfolio rebalancing decisions that need market context
- Research requiring interpreted financial indicators with confidence scoring
- Any task where understanding what metrics mean matters more than the numbers themselves
## Authentication
All endpoints require an API key. Two methods supported:
- `Authorization: Bearer YOUR_API_KEY` (recommended)
- HTTP Basic: `curl -u YOUR_API_KEY: https://api.prereason.com/api/btc`
Get a free API key at https://www.prereason.com/signup
## MCP Server (Recommended for AI Agents)
Endpoint: https://api.prereason.com/api/mcp
npm: npx -y @prereason/mcp
Auth: Set PREREASON_API_KEY env var (get key at https://www.prereason.com/signup)
5 tools: get_context, get_metric, list_briefings, list_metrics, get_health
Full setup: see "MCP Server" section below
## Response Formats
- Markdown (default, LLM-optimized, ~60% fewer tokens): no parameter needed, or `?format=markdo