Get the FREE Ultimate OpenClaw Setup Guide →

ranger-finance

Scanned
npx machina-cli add skill sendaifun/skills/ranger-finance --openclaw
Files (1)
SKILL.md
14.1 KB

Ranger Finance SDK Development Guide

A comprehensive guide for building Solana applications with Ranger Finance - the first perpetual futures aggregator on Solana.

Overview

Ranger Finance is a Smart Order Router (SOR) that aggregates perpetual futures trading across multiple Solana protocols:

  • Drift Protocol: Leading perps DEX on Solana
  • Flash Trade: High-performance perpetuals
  • Adrena: Leverage trading protocol
  • Jupiter Perps: Jupiter's perpetuals platform

Key Benefits

  • Best Execution: Automatically routes orders to venues with best pricing
  • Unified API: Single interface for all supported perp protocols
  • Position Aggregation: View and manage positions across all venues
  • AI Agent Support: Built-in MCP server for AI trading agents

Quick Start

Installation (TypeScript)

# Clone the SDK demo
git clone https://github.com/ranger-finance/sor-ts-demo.git
cd sor-ts-demo
npm install

Environment Setup

Create a .env file:

RANGER_API_KEY=your_api_key_here
SOLANA_RPC_URL=https://api.mainnet-beta.solana.com
WALLET_PRIVATE_KEY=your_base58_private_key  # Optional, for signing

Basic Setup

import { SorApi, TradeSide } from 'ranger-sor-sdk';
import dotenv from 'dotenv';

dotenv.config();

// Initialize the SOR API client
const sorApi = new SorApi({
  apiKey: process.env.RANGER_API_KEY!,
  solanaRpcUrl: process.env.SOLANA_RPC_URL,
});

// Your wallet public key
const walletAddress = 'YOUR_WALLET_PUBLIC_KEY';

Core Concepts

1. Trade Sides

type TradeSide = 'Long' | 'Short';

2. Adjustment Types

type AdjustmentType =
  | 'Quote'           // Get a quote only
  | 'Increase'        // Open or increase position
  | 'DecreaseFlash'   // Decrease via Flash
  | 'DecreaseJupiter' // Decrease via Jupiter
  | 'DecreaseDrift'   // Decrease via Drift
  | 'DecreaseAdrena'  // Decrease via Adrena
  | 'CloseFlash'      // Close via Flash
  | 'CloseJupiter'    // Close via Jupiter
  | 'CloseDrift'      // Close via Drift
  | 'CloseAdrena'     // Close via Adrena
  | 'CloseAll';       // Close entire position

3. Position Interface

interface Position {
  id: string;
  symbol: string;
  side: TradeSide;
  quantity: number;
  entry_price: number;
  liquidation_price: number;
  position_leverage: number;
  real_collateral: number;
  unrealized_pnl: number;
  borrow_fee: number;
  funding_fee: number;
  open_fee: number;
  close_fee: number;
  created_at: string;
  opened_at: string;
  platform: string;  // 'DRIFT', 'FLASH', 'ADRENA', 'JUPITER'
}

4. Quote Response

interface Quote {
  base: number;
  fee: number;
  total: number;
  fee_breakdown: {
    base_fee: number;
    spread_fee: number;
    volatility_fee: number;
    margin_fee: number;
    close_fee: number;
    other_fees: number;
  };
}

interface VenueAllocation {
  venue_name: string;
  collateral: number;
  size: number;
  quote: Quote;
  order_available_liquidity: number;
  venue_available_liquidity: number;
}

interface OrderMetadataResponse {
  venues: VenueAllocation[];
  total_collateral: number;
  total_size: number;
}

Trading Operations

Get a Quote

Before executing a trade, get a quote to see pricing across venues:

import { SorApi, OrderMetadataRequest, TradeSide } from 'ranger-sor-sdk';

const sorApi = new SorApi({ apiKey: process.env.RANGER_API_KEY! });

async function getQuote() {
  const request: OrderMetadataRequest = {
    fee_payer: walletAddress,
    symbol: 'SOL',
    side: 'Long' as TradeSide,
    size: 1.0,                        // 1 SOL position size
    collateral: 10.0,                 // 10 USDC collateral (10x leverage)
    size_denomination: 'SOL',
    collateral_denomination: 'USDC',
    adjustment_type: 'Quote',
  };

  const quote = await sorApi.getOrderMetadata(request);

  console.log('Available venues:');
  quote.venues.forEach(venue => {
    console.log(`  ${venue.venue_name}: ${venue.quote.total} USDC`);
  });

  return quote;
}

Open/Increase a Position

async function openLongPosition() {
  const request = {
    fee_payer: walletAddress,
    symbol: 'SOL',
    side: 'Long' as TradeSide,
    size: 1.0,
    collateral: 10.0,
    size_denomination: 'SOL',
    collateral_denomination: 'USDC',
    adjustment_type: 'Increase' as const,
  };

  // Get transaction instructions
  const response = await sorApi.increasePosition(request);

  console.log('Transaction message (base64):', response.message);

  if (response.meta) {
    console.log('Executed price:', response.meta.executed_price);
    console.log('Venues used:', response.meta.venues_used);
  }

  return response;
}

// Open a short position
async function openShortPosition() {
  const request = {
    fee_payer: walletAddress,
    symbol: 'ETH',
    side: 'Short' as TradeSide,
    size: 0.5,
    collateral: 100.0,
    size_denomination: 'ETH',
    collateral_denomination: 'USDC',
    adjustment_type: 'Increase' as const,
  };

  return await sorApi.increasePosition(request);
}

Decrease a Position

async function decreasePosition() {
  const request = {
    fee_payer: walletAddress,
    symbol: 'SOL',
    side: 'Long' as TradeSide,
    size: 0.5,                        // Decrease by 0.5 SOL
    collateral: 5.0,                  // Withdraw 5 USDC collateral
    size_denomination: 'SOL',
    collateral_denomination: 'USDC',
    adjustment_type: 'DecreaseFlash' as const,  // Route through Flash
  };

  return await sorApi.decreasePosition(request);
}

Close a Position

// Close entire position on a specific venue
async function closePosition() {
  const request = {
    fee_payer: walletAddress,
    symbol: 'SOL',
    side: 'Long' as TradeSide,
    adjustment_type: 'CloseFlash' as const,
  };

  return await sorApi.closePosition(request);
}

// Close all positions across all venues
async function closeAllPositions() {
  const request = {
    fee_payer: walletAddress,
    symbol: 'SOL',
    side: 'Long' as TradeSide,
    adjustment_type: 'CloseAll' as const,
  };

  return await sorApi.closePosition(request);
}

Sign and Execute Transaction

import { Keypair, VersionedTransaction } from '@solana/web3.js';
import bs58 from 'bs58';

async function executeTradeWithSigning() {
  // Get transaction instructions
  const txResponse = await sorApi.increasePosition({
    fee_payer: walletAddress,
    symbol: 'SOL',
    side: 'Long',
    size: 1.0,
    collateral: 10.0,
    size_denomination: 'SOL',
    collateral_denomination: 'USDC',
    adjustment_type: 'Increase',
  });

  // Create keypair from private key
  const privateKeyBytes = bs58.decode(process.env.WALLET_PRIVATE_KEY!);
  const keypair = Keypair.fromSecretKey(privateKeyBytes);

  // Define signing function
  const signTransaction = async (tx: VersionedTransaction) => {
    tx.sign([keypair]);
    return tx;
  };

  // Execute the transaction
  const result = await sorApi.executeTransaction(txResponse, signTransaction);

  console.log('Transaction signature:', result.signature);
  return result;
}

Position Management

Fetch All Positions

async function getAllPositions() {
  const positions = await sorApi.getPositions(walletAddress);

  positions.positions.forEach(pos => {
    console.log(`${pos.symbol} ${pos.side}: ${pos.quantity} @ ${pos.entry_price}`);
    console.log(`  Platform: ${pos.platform}`);
    console.log(`  PnL: ${pos.unrealized_pnl}`);
    console.log(`  Liquidation: ${pos.liquidation_price}`);
  });

  return positions;
}

Filter Positions by Platform

async function getDriftPositions() {
  const positions = await sorApi.getPositions(walletAddress, {
    platforms: ['DRIFT'],
  });

  return positions;
}

async function getFlashAndAdrenaPositions() {
  const positions = await sorApi.getPositions(walletAddress, {
    platforms: ['FLASH', 'ADRENA'],
  });

  return positions;
}

Filter Positions by Symbol

async function getSolPositions() {
  const positions = await sorApi.getPositions(walletAddress, {
    symbols: ['SOL-PERP'],
  });

  return positions;
}

AI Agent Integration

Ranger provides an MCP (Model Context Protocol) server for AI agent integration.

Installation (Python)

pip install mcp-agent numpy

MCP Server Tools

The Ranger MCP server exposes these tools:

SOR Tools:

  • sor_get_trade_quote - Get pricing quotes
  • sor_increase_position - Open/increase positions
  • sor_decrease_position - Reduce positions
  • sor_close_position - Close positions

Data API Tools:

  • data_get_positions - Fetch current positions
  • data_get_trade_history - Trading history
  • data_get_liquidations - Liquidation data and signals
  • data_get_funding_rates - Funding rate analytics

Example: Mean Reversion Agent

import asyncio
from ranger_mcp_agent.examples.mean_reversion_agent import run_mean_reversion_agent

async def main():
    # Run a mean reversion trading strategy
    await run_mean_reversion_agent()

if __name__ == "__main__":
    asyncio.run(main())

Starting the MCP Server

cd ranger-agent-kit/perps-mcp
cp .env.example .env
# Edit .env with your API credentials
python -m ranger_mcp

API Reference

SorApi Class

class SorApi {
  constructor(config: SorSdkConfig);

  // Get quote for a trade
  getOrderMetadata(request: OrderMetadataRequest): Promise<OrderMetadataResponse>;

  // Open or increase a position
  increasePosition(request: IncreasePositionRequest): Promise<TransactionResponse>;

  // Reduce a position
  decreasePosition(request: DecreasePositionRequest): Promise<TransactionResponse>;

  // Close a position
  closePosition(request: ClosePositionRequest): Promise<TransactionResponse>;

  // Get positions for a wallet
  getPositions(
    publicKey: string,
    options?: {
      platforms?: string[];
      symbols?: string[];
      startDate?: string;
      endDate?: string;
    }
  ): Promise<PositionsResponse>;

  // Execute a signed transaction
  executeTransaction(
    transactionResponse: TransactionResponse,
    signTransaction: (tx: VersionedTransaction) => Promise<VersionedTransaction>
  ): Promise<{ signature: string }>;

  // Get Solana connection
  getConnection(): Connection;
}

Configuration

interface SorSdkConfig {
  apiKey: string;
  sorApiBaseUrl?: string;   // Default: Ranger SOR API
  dataApiBaseUrl?: string;  // Default: Ranger Data API
  solanaRpcUrl?: string;    // Default: Mainnet RPC
}

Request Types

interface BaseRequest {
  fee_payer: string;
  symbol: string;
  side: TradeSide;
  size_denomination?: string;
  collateral_denomination?: string;
}

interface IncreasePositionRequest extends BaseRequest {
  size: number;
  collateral: number;
  size_denomination: string;
  collateral_denomination: string;
  adjustment_type: 'Increase';
}

interface DecreasePositionRequest extends BaseRequest {
  size: number;
  collateral: number;
  size_denomination: string;
  collateral_denomination: string;
  adjustment_type: 'DecreaseFlash' | 'DecreaseJupiter' | 'DecreaseDrift' | 'DecreaseAdrena';
}

interface ClosePositionRequest extends BaseRequest {
  adjustment_type: 'CloseFlash' | 'CloseJupiter' | 'CloseDrift' | 'CloseAdrena' | 'CloseAll';
}

Response Types

interface TransactionResponse {
  message: string;  // Base64-encoded transaction
  meta?: {
    executed_price?: number;
    executed_size?: number;
    executed_collateral?: number;
    venues_used?: string[];
  };
}

interface PositionsResponse {
  positions: Position[];
}

Supported Markets

Ranger aggregates perpetual markets across:

ProtocolMarkets
DriftSOL, BTC, ETH, and 20+ assets
FlashSOL, BTC, ETH
AdrenaSOL, BTC, ETH
JupiterSOL, BTC, ETH

Error Handling

try {
  const response = await sorApi.increasePosition(request);
} catch (error) {
  if (error.error_code) {
    // API error
    console.error('API Error:', error.message);
    console.error('Error code:', error.error_code);
  } else {
    // Network or other error
    throw error;
  }
}

Best Practices

  1. Always Get Quotes First: Before executing trades, use getOrderMetadata to compare pricing across venues.

  2. Handle Transaction Signing Securely: Never hardcode private keys. Use environment variables or secure key management.

  3. Monitor Positions: Regularly fetch positions to track PnL and liquidation prices.

  4. Use Appropriate Venue: When decreasing/closing, choose the venue where your position exists.

  5. Set Appropriate Collateral: Consider leverage when setting collateral. Higher collateral = lower liquidation risk.

Resources

Skill Structure

ranger-finance/
├── SKILL.md                           # This file
├── resources/
│   ├── api-reference.md               # API endpoint reference
│   └── types-reference.md             # Complete TypeScript types
├── examples/
│   ├── basic/
│   │   └── example.ts                 # Basic trade operations
│   ├── positions/
│   │   └── example.ts                 # Position queries and management
│   └── transactions/
│       └── example.ts                 # Transaction signing flow
├── templates/
│   └── setup.ts                       # Ready-to-use setup template
└── docs/
    ├── troubleshooting.md             # Common issues and solutions
    └── ai-agent-integration.md        # AI agent setup guide

Source

git clone https://github.com/sendaifun/skills/blob/main/skills/ranger-finance/SKILL.mdView on GitHub

Overview

Ranger Finance is a Smart Order Router (SOR) for Solana perpetual futures. It aggregates liquidity across Drift, Flash, Adrena, and Jupiter to deliver best execution with a unified API and cross-venue position management. It also includes AI agent support through an MCP server for automated trading workflows.

How This Skill Works

Ranger Finance queries quotes across multiple perpetual venues, selects the optimal execution path, and routes trades through a single API. It exposes a unified data model (TradeSide, Position, Quote, VenueAllocation) and handles cross-venue position aggregation. AI trading agents can leverage the built-in MCP server to operate within the same framework.

When to Use It

  • Building a Solana-based perpetual futures app that requires best-execution routing across multiple venues
  • Developing AI trading agents or automated strategies that need cross-venue liquidity and quotes
  • Implementing unified position management for Drift, Flash, Adrena, and Jupiter from a single interface
  • Creating a trading UI or dashboard with centralized quote viewing and venue allocation
  • Integrating a Solana perps workflow into existing systems with a single, consistent API

Quick Start

  1. Step 1: Clone the Ranger Finance sor-ts-demo repo and install dependencies
  2. Step 2: Create a .env with RANGER_API_KEY, SOLANA_RPC_URL, and optional WALLET_PRIVATE_KEY
  3. Step 3: Initialize the SorApi client in your TypeScript project and start querying quotes

Best Practices

  • Always fetch a full OrderMetadataRequest to see venue allocations before trading
  • Validate total size and liquidity across venues to avoid partial fills or slippage surprises
  • Store API keys securely (RANGER_API_KEY) and consider wallet signing via WALLET_PRIVATE_KEY when required
  • Handle per-venue adjustments (DecreaseFlash, DecreaseJupiter, DecreaseDrift, DecreaseAdrena) explicitly in your flow
  • Test trades in a sandbox or simulated environment before live deployment

Example Use Cases

  • Build a multi-venue perpetuals bot that automatically routes to the best-priced venue
  • Create a cross-venue position dashboard showing aggregated exposure and P&L
  • Develop an AI agent using the MCP server to autonomously manage risk and take trades
  • Integrate with Drift, Flash, Adrena, and Jupiter through a single SorApi client
  • Implement auto-hedging strategies by monitoring liquidity and quotes across venues

Frequently Asked Questions

Add this skill to your agents
Sponsor this space

Reach thousands of developers