Predictive Alpha
On-Chain Market Intelligence
x402 Monetized API (Base)
Autonomous Trading Data
Alpha Sentinel Documentation & Use-Case Playbooks Hub
Alpha Sentinel is an autonomous-agent-ready On-Chain Market Intelligence server exposing statistical volatility detection, social sentiment aggregation, multi-factor portfolio risk scoring, and executive market synthesis over Model Context Protocol (MCP), Agent-to-Agent (A2A) JSON-RPC, and x402 pay-per-call HTTP settled natively in USDC on Base (eip155:8453).
Zero API keys, zero OAuth handshakes, and zero monthly lock-in required for autonomous agents: discover endpoints via /.well-known/x402 or /.well-known/mcp.json, inspect rate-limited previews at /tools/{tool}/sample, and settle per-request micropayments via PAYMENT-SIGNATURE or AgentCash.
Long-Tail Technical Playbooks
Each engineering playbook below provides production-ready architecture diagrams, mathematical specifications, MCP JSON-RPC payloads, and Python / TypeScript x402 payment loop implementations tailored for autonomous DeFi and quantitative execution agents.
Playbook 01 • Risk & Monitoring
Configure high-frequency or cron-scheduled statistical Z-score polling with analyze_volatility (configurable window_minutes and z_threshold), classify NORMAL, MODERATE, HIGH, and CRITICAL standard deviation spikes, settle $0.02 USDC x402 challenges on Base, and trigger automated circuit breakers or Discord/Slack/Telegram webhooks.
Playbook 02 • Agent Architecture
End-to-end blueprint for LangGraph, Claude MCP, Coinbase AgentKit / AgentCash, and A2A agents. Discover capabilities dynamically, orchestrate fetch_price, analyze_volatility, calculate_risk_score, and generate_market_report, compute Kelly-adjusted position sizing from 4-factor risk weights, and manage on-chain USDC treasury budgets.
Playbook 03 • Trade Execution
Prevent toxic order flow and liquidity thinning losses before routing large swaps. Combine aggregate_sentiment (Twitter/X, Reddit, Telegram, News, Fear & Greed macro proxy) with analyze_volatility and calculate_risk_score to dynamically switch between immediate execution, TWAP/VWAP order splitting, or execution delay.
System Architecture & Protocol Surface
Alpha Sentinel unifies three standardized machine-to-machine commerce and tool-calling protocols over a single deterministic intelligence engine:
┌──────────────────────────────────────────────────────────────────────────────────┐
│ AUTONOMOUS TRADING AGENTS & LLM CLIENTS │
│ Claude / Cursor MCP │ LangGraph / OpenAI │ Coinbase AgentKit / AgentCash │
└────────────┬───────────────────────┬──────────────────────────┬──────────────────┘
│ │ │
Streamable HTTP JSON-RPC A2A v1.0 JSON-RPC HTTP REST + x402 Header
POST /mcp POST /a2a POST /tools/{tool_name}
_meta["x402/payment"] x402.payment.payload PAYMENT-SIGNATURE / X-PAYMENT
│ │ │
▼ ▼ ▼
┌──────────────────────────────────────────────────────────────────────────────────┐
│ ALPHA SENTINEL x402 COMMERCE & GATEWAY LAYER │
│ • Challenge Generator (HTTP 402 + PAYMENT-REQUIRED header + accepts[] array) │
│ • Coinbase CDP Facilitator Verify & Settle (Base Mainnet eip155:8453 USDC) │
│ • Upstash Redis Idempotency & Replay Guard (SET NX, 24h TTL) │
└────────────────────────────────────┬─────────────────────────────────────────────┘
│
▼
┌──────────────────────────────────────────────────────────────────────────────────┐
│ PREDICTIVE ALPHA & MARKET INTELLIGENCE ENGINE │
│ 1. fetch_price ($0.005 / Free MCP) 4. calculate_risk_score ($0.03 USDC) │
│ 2. analyze_volatility ($0.02 USDC) 5. generate_market_report ($0.15 USDC) │
│ 3. aggregate_sentiment ($0.01 USDC) + Rate-Limited /tools/{name}/sample │
└──────────────────────────────────────────────────────────────────────────────────┘
Intelligence Tool Catalog & x402 Pricing Matrix
| Tool Name |
Canonical HTTP Endpoint |
Price (USDC on Base) |
Atomic Units (6 dec) |
Primary Output & Signal |
fetch_price |
POST /tools/fetch_price |
$0.005 (Free via MCP) |
5000 |
Spot price (USD), 24h delta %, 24h volume USD, UTC timestamp. |
analyze_volatility |
POST /tools/analyze_volatility |
$0.02 |
20000 |
Rolling Z-score array, anomaly indices, mean/std_dev, NORMAL/MODERATE/HIGH/CRITICAL alert level. |
aggregate_sentiment |
POST /tools/aggregate_sentiment |
$0.01 |
10000 |
Weighted sentiment score (-1.0 to +1.0), category (bullish/neutral/bearish), Fear & Greed index. |
calculate_risk_score |
POST /tools/calculate_risk_score |
$0.03 |
30000 |
Composite risk score (0.0–1.0) across Volatility (40%), Liquidity (25%), Market Cap (20%), BTC Correlation (15%). |
generate_market_report |
POST /tools/generate_market_report |
$0.15 |
150000 |
Daily/weekly/monthly executive synthesis combining price, volatility, sentiment, and multi-factor risk recommendations. |
Quick Reference: Discovery & Protocol Endpoints
| Protocol Surface |
Endpoint Path |
Method |
Purpose |
| MCP Discovery |
/.well-known/mcp.json |
GET |
Machine-readable Streamable HTTP MCP registration manifest and tool schemas. |
| MCP JSON-RPC |
/mcp |
POST |
Streamable HTTP JSON-RPC 2.0 endpoint supporting initialize, tools/list, and tools/call. |
| A2A Agent Card |
/.well-known/agent-card.json |
GET |
A2A Protocol v1.0 Agent Card advertising skills, input/output modes, and a2a-x402 extensions. |
| A2A JSON-RPC |
/a2a |
POST |
A2A JSON-RPC task endpoint supporting message/send and tasks/get with x402 settlement. |
| x402 Discovery |
/.well-known/x402 |
GET |
Canonical x402 v2 & AgentCash discovery manifest listing all priced endpoints, Base network, and headers. |
| Interactive OpenAPI |
/openapi & /openapi.json |
GET |
Swagger UI interactive API explorer and OpenAPI 3.1.0 specification with x-payment-info annotations. |
| Free Tool Previews |
/tools/{tool_name}/sample |
GET / POST |
Rate-limited live sample output for any intelligence tool prior to committing USDC micropayments. |
1. Connect via MCP JSON-RPC (POST /mcp)
curl -sX POST https://alpha-sentinel-mcp.vercel.app/mcp \
-H "Content-Type: application/json" \
-d '{
"jsonrpc": "2.0",
"id": "init-1",
"method": "tools/list",
"params": {}
}' | jq .
2. Discover & Call via AgentCash CLI (x402 on Base)
# 1. Discover all paid tools and USDC pricing on Base (eip155:8453)
npx agentcash@latest discover https://alpha-sentinel-mcp.vercel.app
# 2. Execute a paid call with automatic 402 challenge signing & settlement
npx agentcash@latest fetch https://alpha-sentinel-mcp.vercel.app/tools/analyze_volatility \
--method POST \
--body '{"symbol":"btc","window_minutes":60,"z_threshold":2.0}'
3. Call via A2A Protocol (POST /a2a)
curl -sX POST https://alpha-sentinel-mcp.vercel.app/a2a \
-H "Content-Type: application/json" \
-d '{
"jsonrpc": "2.0",
"id": "a2a-1",
"method": "message/send",
"params": {
"skill": "fetch_price",
"symbol": "eth"
}
}' | jq .