Token deep dive — info, OHLCV, holders, flows, flow intelligence, who bought/sold, DEX trades, PnL, perp trades, perp positions, perp PnL leaderboard. Use when researching a specific token in depth.
Install
npx skills add https://github.com/nansen-ai/nansen-cli --skill nansen-token-researchAuthentication
Browser login requests nansen:api for API-key-equivalent account API permissions; existing OAuth/MCP nansen:read semantics and separate wallet authorization are unchanged.
Before any research command or loop, require an explicitly selected API key or saved browser session. Run nansen auth status first. Its cached/unverified metadata does not prove credential validity or unlocked storage. Cached access-token expiry alone does not mean the session is unusable: the CLI normally renews a selected session automatically during an already-authorized research task, without another consent request or a separate account check. Stop on anonymous selection, invalid authentication state, blocked or uncertain renewal/cleanup, or an actual authentication failure, including rejected or expired refresh authority. Follow the CLI error guidance; use the free nansen account check when troubleshooting calls for it. Do not unset a failed key, erase a session or switch to anonymous access to retry.
Use nansen login for fresh browser approval within the documented platform scope, or configure a conventional API key. NANSEN_API_KEY overrides the saved session. OpenClaw's optional primaryEnv mapping preserves configured API-key injection; it is not a required-key gate or proof of authentication. Normal credits and entitlements apply. Login does not purchase credits. Browser login is available in CLI 2.0.0 within the macOS arm64 preview scope.
API keys and browser sessions use the same automatic x402 payment behavior: a supported HTTP 402 challenge can spend funds from the configured wallet under existing wallet authorization, payment policy and spending limits. Each call, including calls in loops, can incur a payment. Authentication, authorization and session-renewal failures never trigger payment; login verification and nansen account never pay automatically. Anonymous x402 remains available as a separate paid workflow requiring explicit user intent and payment setup. Do not run this research workflow anonymously or switch to anonymous access after authentication fails.
Token Deep Dive
All commands: nansen research token <sub> [options]
--chain required for spot endpoints. Use --token <address> for token-specific endpoints.
Info & Price
nansen research token info --token <addr> --chain solana
nansen research token ohlcv --token <addr> --chain solana --timeframe 1h
Timeframes: 1m, 5m, 15m, 30m, 1h, 2h, 4h, 1d, 1w, 1M
Holders
nansen research token holders --token <addr> --chain solana
nansen research token holders --token <addr> --chain solana --smart-money
Flows
nansen research token flows --token <addr> --chain solana --days 7
nansen research token flow-intelligence --token <addr> --chain solana
nansen research token who-bought-sold --token <addr> --chain solana
flow-intelligence breaks down by label: whales, smart traders, exchanges, fresh wallets, public figures.
DEX Trades
nansen research token dex-trades --token <addr> --chain solana --limit 20
PnL
nansen research token pnl --token <addr> --chain solana --sort total_pnl_usd:desc
Perps (no --chain)
nansen research token perp-trades --symbol ETH --days 7
nansen research token perp-positions --symbol BTC
nansen research token perp-pnl-leaderboard --symbol SOL
Flags
| Flag | Purpose |
|---|---|
--chain |
Required for spot endpoints (ethereum, solana, base, etc.) |
--token |
Token address (alias: --token-address) |
--symbol |
Token symbol for perp endpoints (e.g. BTC) |
--timeframe |
OHLCV interval |
--smart-money |
Filter to SM wallets only (holders) |
--days |
Lookback period (default 30) |
--sort |
Sort field:direction (e.g. total_pnl_usd:desc) |
--fields |
Select specific fields |
--table |
Human-readable table output |
--format csv |
CSV export |
Notes
- Perp endpoints use
--symbol(e.g. BTC), not--token. holders --smart-moneyreturns UNSUPPORTED_FILTER for tokens without SM tracking.flow-intelligencemay return all-zero flows for illiquid tokens.
