Wayfinder Path: strategies and adapters
Project description
Wayfinder Paths SDK
An open-source SDK for building and managing automated DeFi strategies. It provides strategy abstractions, protocol adapters, and an MCP server for Claude Code.
What is Wayfinder Paths?
Wayfinder Paths is a Python SDK that lets you:
- Run DeFi strategies: deposit, rebalance, withdraw, and exit across multiple chains
- Build new paths: create adapters and strategies for any protocol
- Expose safe operations to Claude: local MCP server for balances, swaps, perps, and strategy management
Think of it as programmable DeFi infrastructure that connects your wallets to yield strategies, perpetuals, lending markets, and cross-chain routers.
Repository Layout
wayfinder_paths/core: shared config, clients, constants, and utilitieswayfinder_paths/adapters: protocol integrations (Moonwell, Hyperliquid, etc.)wayfinder_paths/strategies: strategy implementations and metadatawayfinder_paths/mcp: MCP server, tools, and resources for Claude Codescripts/: setup, wallet generation, and scaffolding helperstests/andwayfinder_paths/tests: test suites
Requirements
- Python 3.12
- Poetry (recommended)
Quick Start
# Clone the repository
git clone https://github.com/WayfinderFoundation/wayfinder-paths-sdk.git
cd wayfinder-paths
# One-command setup (installs Poetry + deps, writes config.json, updates .mcp.json)
python3 scripts/setup.py
# One-command setup with deterministic wallets (generates + saves wallet_mnemonic)
python3 scripts/setup.py --mnemonic
# Remote two-stage setup (stage 1 installs deps + writes config.json)
python3 scripts/remote_setup_stage1.py --api-key wk_...
# Stage 2 option A (recommended): generate + persist a mnemonic (prints once)
python3 scripts/remote_setup_stage2.py --mnemonic
# Stage 2 option B: load mnemonic from file (avoids shell history)
python3 scripts/remote_setup_stage2.py --mnemonic-file /path/to/mnemonic.txt
# Check strategy status
poetry run python -m wayfinder_paths.run_strategy boros_hype_strategy --action status --config config.json
Manual Setup (if you don't want the bootstrap script)
poetry install
cp config.example.json config.json
# Edit config.json and set system.api_key
# Create a main wallet for local testing
poetry run python scripts/make_wallets.py -n 1
# Or: create deterministic wallets from a generated mnemonic (saved to config.json)
poetry run python scripts/make_wallets.py -n 1 --mnemonic
Configuration
Use config.example.json as a template. The SDK reads config.json by default.
Key fields:
system.api_key: Wayfinder API key (or setWAYFINDER_API_KEYenv var)system.api_base_url: API base URL (defaults tohttps://wayfinder.ai/apiif omitted)strategy.rpc_urls: (optional) chain ID -> RPC URL(s) (string or list). If omitted for a chain, reads default to the Wayfinder proxy RPC at${system.api_base_url}/blockchain/rpc/<chain_id>/.wallets: local wallets withlabel,address, andprivate_key_hex. Remote wallets (Privy server wallets) are auto-fetched whensystem.api_keyis configured.
Example:
{
"system": {
"api_base_url": "https://strategies.wayfinder.ai/api/v1",
"api_key": "wk_your_api_key_here"
},
"strategy": {
"rpc_urls": {
"1": ["https://eth.llamarpc.com"],
"8453": ["https://mainnet.base.org"],
"42161": ["https://arb1.arbitrum.io/rpc"],
"999": ["https://rpc.hyperliquid.xyz/evm"]
}
},
"wallets": [
{
"label": "main",
"address": "0x...",
"private_key_hex": "0x..."
}
]
}
Important: The RPC URLs in the example above are public endpoints and may rate limit. For reliable adapter reads, set
strategy.rpc_urlsto your own RPC provider(s) (Alchemy/Infura/QuickNode/Tenderly/etc) and put the most reliable URL first.
For detailed config documentation, see CONFIG_GUIDE.md.
Config Resolution (scripts)
By default, the SDK reads config.json from the repo root. To use a different file, set WAYFINDER_CONFIG_PATH before starting Python (or call wayfinder_paths.core.config.load_config() in your script).
Quick sanity check:
poetry run python - <<'PY'
from wayfinder_paths.core.config import resolve_config_path, get_rpc_urls
print("config_path:", resolve_config_path())
print("base_rpc:", (get_rpc_urls() or {}).get("8453"))
PY
Supported Chains
The SDK includes built-in support for these chain IDs:
| Chain | ID | Code |
|---|---|---|
| Ethereum | 1 | ethereum |
| Base | 8453 | base |
| Arbitrum | 42161 | arbitrum |
| Polygon | 137 | polygon |
| BSC | 56 | bsc |
| Avalanche | 43114 | avalanche |
| Plasma | 9745 | plasma |
| HyperEVM | 999 | hyperevm |
Strategies
The repository ships with several strategies. Each strategy folder contains a README with details.
| Strategy (directory) | Summary | Primary Chain | Status | Docs |
|---|---|---|---|---|
stablecoin_yield_strategy |
USDC yield optimization across Base pools | Base | WIP | wayfinder_paths/strategies/stablecoin_yield_strategy/README.md |
hyperlend_stable_yield_strategy |
HyperLend stablecoin allocator | HyperEVM | Stable | wayfinder_paths/strategies/hyperlend_stable_yield_strategy/README.md |
moonwell_wsteth_loop_strategy |
Leveraged wstETH carry trade | Base | Stable | wayfinder_paths/strategies/moonwell_wsteth_loop_strategy/README.md |
basis_trading_strategy |
Delta-neutral funding rate capture | Hyperliquid | Stable | wayfinder_paths/strategies/basis_trading_strategy/README.md |
boros_hype_strategy |
HYPE yield with Boros + Hyperliquid hedging | Multi-chain | Stable | wayfinder_paths/strategies/boros_hype_strategy/README.md |
multi_vault_split_strategy |
Diversified USDC vault allocation across HLP, Boros, and Avantis | Multi-chain | Stable | wayfinder_paths/strategies/multi_vault_split_strategy/README.md |
projectx_thbill_usdc_strategy |
THBILL/USDC concentrated LP with fee compounding and recentering | HyperEVM | Stable | wayfinder_paths/strategies/projectx_thbill_usdc_strategy/README.md |
Note: WIP (work-in-progress) strategies may have incomplete features or known issues. Running them via MCP will show a warning but execution is not blocked.
Adapters
Adapters live in wayfinder_paths/adapters and encapsulate protocol-specific logic:
AaveV3Adapter(Aave V3 lending/borrowing across Ethereum, Base, and Arbitrum)AerodromeAdapter(Aerodrome classic Pool/Gauge/veAERO on Base, including Sugar read analytics)AerodromeSlipstreamAdapter(Aerodrome Slipstream concentrated liquidity, CL gauges, and veAERO on Base)AvantisAdapter(Avantis avUSDC ERC-4626 vault on Base)BalanceAdapter(wallet balances + transfers)BorosAdapter(Boros fixed-rate markets, margin accounts, and vaults)BRAPAdapter(cross-chain swaps + bridges)CCXTAdapter(multi-exchange CEX trading via CCXT)EthenaVaultAdapter(Ethena sUSDe staking vault with cooldown withdrawals)EtherfiAdapter(ether.fi ETH liquid restaking via eETH / weETH with async withdrawals)HyperlendAdapter(HyperLend lending/borrowing)HyperliquidAdapter(perps, spot, deposits, withdrawals)LedgerAdapter(transaction recording)LidoAdapter(Lido ETH staking, wrapping/unwrapping stETH/wstETH, and withdrawal queue)MoonwellAdapter(Moonwell lending/borrowing)MorphoAdapter(Morpho Blue markets, MetaMorpho vaults, rewards, and public allocator)MulticallAdapter(batch contract calls)PendleAdapter(PT/YT and hosted SDK operations)PolymarketAdapter(Polymarket markets, orderbooks, history, and trading)PoolAdapter(pool analytics)ProjectXLiquidityAdapter(ProjectX V3 concentrated liquidity on HyperEVM)SparkLendAdapter(SparkLend Aave v3-style lending/borrowing on Ethereum)TokenAdapter(token metadata + pricing)UniswapAdapter(Uniswap V3 concentrated liquidity management)
CLI Reference
Run strategies from the CLI via wayfinder_paths.run_strategy:
# Status
poetry run python -m wayfinder_paths.run_strategy boros_hype_strategy --action status --config config.json
# Deposit
poetry run python -m wayfinder_paths.run_strategy boros_hype_strategy --action deposit \
--main-token-amount 100 --gas-token-amount 0.01 --config config.json
# Update / Exit / Withdraw
poetry run python -m wayfinder_paths.run_strategy boros_hype_strategy --action update --config config.json
poetry run python -m wayfinder_paths.run_strategy boros_hype_strategy --action exit --config config.json
poetry run python -m wayfinder_paths.run_strategy boros_hype_strategy --action withdraw --config config.json
# Analyze / Quote (if supported by the strategy)
poetry run python -m wayfinder_paths.run_strategy boros_hype_strategy --action analyze --main-token-amount 1000
poetry run python -m wayfinder_paths.run_strategy boros_hype_strategy --action quote --amount 100
# Run continuously (loop interval defaults to 60s)
poetry run python -m wayfinder_paths.run_strategy boros_hype_strategy --action run --interval 300
Runner (local scheduler)
Run strategies on an interval without cron:
# Start the daemon (recommended: detached/background)
poetry run wayfinder runner start --detach
# Idempotent: start if needed, otherwise no-op
poetry run wayfinder runner ensure
# Add a job (run update every 10 minutes)
poetry run wayfinder runner add-job \
--name basis-update \
--type strategy \
--strategy basis_trading_strategy \
--action update \
--interval 600 \
--config ./config.json
# Schedule a local one-off script (must live in .wayfinder_runs/ by default)
poetry run wayfinder runner add-job \
--name hourly-report \
--type script \
--script-path .wayfinder_runs/report.py \
--arg --verbose \
--interval 3600
# Observe / control
poetry run wayfinder runner status
poetry run wayfinder runner run-once basis-update
poetry run wayfinder runner pause basis-update
poetry run wayfinder runner resume basis-update
poetry run wayfinder runner delete basis-update
poetry run wayfinder runner runs basis-update --limit 20
poetry run wayfinder runner run-report 1 --tail-bytes 4000
poetry run wayfinder runner stop
Runner state (SQLite + per-run logs) is stored in ./.wayfinder/runner/.
For architecture/extensibility notes (e.g. future Docker/VM runner), see RUNNER_ARCHITECTURE.md.
Simulation / Dry-Runs (virtual testnets)
Before broadcasting complex fund-moving flows, you can run them on a virtual testnet (vnet) first. The SDK integrates with Gorlami, Wayfinder's fork service, which creates a temporary EVM fork where each step updates on-chain state for the next — without risking real funds.
# Dry-run a strategy on a Base fork
poetry run python wayfinder_paths/run_strategy.py moonwell_wsteth_loop_strategy \
--action deposit --main-token-amount 100 --gas-token-amount 0.01 \
--gorlami --chain-id 8453
# Dry-run a local script
poetry run python wayfinder_paths/run_strategy.py --script .wayfinder_runs/my_flow.py \
--gorlami --chain-id 8453
Scope: Vnets fork EVM chains (Base, Arbitrum, Ethereum, etc.) only. Off-chain or non-EVM protocols like Hyperliquid cannot be simulated — dry-runs only apply to on-chain EVM transactions.
Uses your existing Wayfinder API key — no extra config needed. See the /simulation-dry-run skill for full details.
Claude MCP Integration
The repo includes an MCP server for Claude Code (see .mcp.json).
Start it with:
poetry run python -m wayfinder_paths.mcp.server
MCP Tools (actions)
| Tool | Description |
|---|---|
quote_swap |
Quote swaps without executing |
execute |
Execute swaps, transfers, and Hyperliquid deposits |
hyperliquid |
Read-only Hyperliquid market/user data |
hyperliquid_execute |
Place orders, update leverage, withdraw |
run_strategy |
Status, policy, and strategy actions |
run_script |
Execute a local Python script inside .wayfinder_runs/ |
wallets |
Create or list local wallets |
runner |
Control the local runner daemon (status/add jobs/pause/resume) |
MCP Resources (read-only)
wayfinder://adaptersandwayfinder://adapters/{name}wayfinder://strategiesandwayfinder://strategies/{name}wayfinder://walletsandwayfinder://wallets/{label}wayfinder://balances/{label}andwayfinder://activity/{label}wayfinder://tokens/resolve/{query}wayfinder://tokens/gas/{chain_code}wayfinder://tokens/search/{chain_code}/{query}wayfinder://hyperliquid/{label}/statewayfinder://hyperliquid/{label}/spotwayfinder://hyperliquid/pricesandwayfinder://hyperliquid/prices/{coin}wayfinder://hyperliquid/marketswayfinder://hyperliquid/spot-assetswayfinder://hyperliquid/book/{coin}
Scripts and Helpers
scripts/setup.py: bootstrap Poetry, config, wallets, and MCPscripts/make_wallets.py: create local dev wallets (optionally keystores)scripts/create_strategy.py: scaffold a new strategy
justfile shortcuts (requires just):
just lint
just format
just test
just test-smoke
just create-strategy "My Strategy Name"
just create-wallets
just create-wallet stablecoin_yield_strategy
Contributing
We welcome contributions!
Add a New Strategy
just create-strategy "My Strategy Name"
# or
poetry run python scripts/create_strategy.py "My Strategy Name"
Implement:
deposit()update()exit()_status()
Add a New Adapter
Create a new directory under wayfinder_paths/adapters/ with a manifest.yaml and adapter implementation. Implement protocol-specific methods and return (success, data) tuples.
Tests and Style
- Tests:
poetry run pytest -v - Smoke tests:
poetry run pytest -k smoke -v - Adapter/strategy tests:
just test-adapter <name>/just test-strategy <name> - Lint/format:
just lintandjust format
More details in TESTING.md.
Security Notes
- Never commit
config.json(contains private keys) - Use test wallets for development
- RPCs are optional: if
strategy.rpc_urlsis not set for a chain, reads default to the Wayfinder proxy RPC at${system.api_base_url}/blockchain/rpc/<chain_id>/(requiressystem.api_key). Setstrategy.rpc_urlsto use your own RPC provider(s).
Community
License
MIT License - see LICENSE for details.
Project details
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