Swiss Whale Intelligence
README.md
# Swiss Whale Intelligence MCP
> Methodology-transparent multi-asset on-chain forensics for **Bitcoin, Ethereum, Solana, USDT (ETH + Tron), and tokenized gold (XAUT + PAXG)**, exposed via the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP). Real-time whale alerts, per-address MVRV, Meiklejohn-canonical clusters, mining-pool attribution, OFAC SDN sanctions tagging, treasury mint/burn events, plain-English glossary lookups. **45 tools**, anonymous OAuth 2.1 Free tier.
๐ **Live server**: https://mcp.swisswhaleintelligence.com/mcp
๐ **Documentation + landing page**: https://swisswhaleintelligence.com/mcp/
๐ **Methodology whitepaper** (CC-BY-4.0, SHA256-pinned): https://swisswhaleintelligence.com/whitepaper/v1.md
โ
**Status**: Production. [Listed in the official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers?search=swiss-whale) as `io.github.alpineflow-io/swiss-whale-intelligence`.
[](https://smithery.ai/servers/avk359/swiss-whale-intelligence)
[](https://glama.ai/mcp/servers/alpineflow-io/swiss-whale-intelligence-mcp)
[](https://registry.modelcontextprotocol.io/v0/servers?search=swiss-whale)
[](https://opensource.org/licenses/MIT)
This repository contains the **public metadata** for the Swiss Whale Intelligence MCP server: documentation, install instructions, tool inventory, and methodology references. The server itself is hosted at `mcp.swisswhaleintelligence.com` โ no clone, no install, no Docker required to use it.
---
## What it does
Connect any [MCP client](https://modelcontextprotocol.io/clients) (Claude Desktop, Claude Code, Cursor, ChatGPT plugins, custom agents) to a 4.7-million-transaction on-chain dataset for Bitcoin and Ethereum.
**The server answers questions like**:
- *"Show me Bitcoin whale transactions over 1,000 BTC in the last 6 hours."*
- *"What's the MVRV state of address `bc1q...`? Is it in profit or loss?"*
- *"List the addresses that share a Meiklejohn cluster with this one."*
- *"Which mining pool extracted the most blocks last week?"*
- *"Compare BTC's risk-adjusted return vs SPY and Gold over the last quarter."*
- *"Which dormant wallets just woke up after being inactive for 5+ years?"*
- *"Is this address on the OFAC SDN list?"*
Returns are first-party data only โ no vendor labels, no AI-generated summaries presented as facts.
---
## Install
### Direct (recommended)
In Claude Code:
```bash
claude mcp add btc-whale-intelligence https://mcp.swisswhaleintelligence.com/mcp
```
In Claude Desktop, add to your `claude_desktop_config.json`:
```json
{
"mcpServers": {
"btc-whale-intelligence": {
"url": "https://mcp.swisswhaleintelligence.com/mcp"
}
}
}
```
In Cursor (Settings โ MCP โ Add Server):
```
URL: https://mcp.swisswhaleintelligence.com/mcp
```
OAuth 2.1 with anonymous Free tier โ your client is auto-granted Free-tier access on first connect, no signup, no API key to copy-paste. Upgrade flow is in-product if you want paid-tier access.
### Via Smithery Gateway (alternative)
If your MCP client has trouble with OAuth discovery or you want Smithery's built-in observability:
```bash
claude mcp add btc-whale-intelligence https://swiss-whale-intelligence.run.tools
```
Smithery's gateway proxies the connection and handles OAuth on behalf of the client. Slightly more latency, but smoother for some setups.
---
## Tools (45)
38 free + 7 paid. Free-tier covers the everyday "what just happened on-chain?" questions across all 5 assets.
### Bitcoin (21 tools)
| Tool | Free? | Description |
|---|---|---|
| `whale_my_status` | โ
| Show authenticated user's tier and capabilities |
| `whale_recent` | โ
| Recent BTC whale transactions (filterable by min_btc, flow_type, hours) |
| `whale_top_holders` | โ
| Top BTC holders by current balance |
| `whale_top_coins` | โ
| Top crypto coins by market cap with current prices |
| `whale_lookup` | โ
| Lookup BTC address details (balance, history, cluster) |
| `whale_lookup_any` | ๐ | Universal address lookup (any chain) โ Pro tier |
| `whale_tx_detail` | โ
| Detailed BTC transaction analysis with cluster + flow context |
| `whale_address_cluster` | โ
| Get Meiklejohn cluster for a BTC address |
| `whale_address_mvrv` | โ
| MVRV per BTC address (profit/loss state) |
| `whale_address_story` | โ
| Wallet-story timeline (key events, dormancy, large moves) |
| `whale_cohort_breakdown` | โ
| BTC whale activity by holder-size cohort |
| `whale_exchange_flows` | โ
| Exchange inflows/outflows over a time window |
| `whale_frequency_context` | โ
| How rare is this whale activity vs historical baseline |
| `whale_btc_price` | โ
| Current BTC price + 24h change |
| `whale_btc_indicators` | โ
| BTC indicators (Pi Cycle Top, Stock-to-Flow, dominance) |
| `whale_fear_greed` | โ
| Crypto Fear & Greed Index (alternative.me) |
| `whale_dominance` | โ
| BTC + ETH market dominance |
| `whale_dormant_wakeups` | โ
| Recently-awakened dormant whale addresses |
| `whale_hodl_wave` | โ
| UTXO age distribution (HODL waves) |
| `whale_sopr` | โ
| Spent Output Profit Ratio for whale cohort |
| `whale_miner_balances` | โ
| Mining pool balance snapshots |
| `whale_entity_search` | โ
| Search known entities (exchanges, OFAC, mining pools) |
### Ethereum (5 tools)
| Tool | Free? | Description |
|---|---|---|
| `whale_eth_recent` | โ
| Recent ETH whale transactions |
| `whale_eth_cohort_breakdown` | โ
| ETH whale activity by holder-size cohort |
| `whale_eth_address_cluster` | โ
| Get hybrid L1+L3 cluster for an ETH address |
| `whale_eth_cluster_members` | โ
| List all members of an ETH cluster |
| `whale_eth_mvrv` | โ
| MVRV per ETH address (3-tier doctrine) |
### Solana (4 tools โ NEW since 2026-05)
| Tool | Free? | Description |
|---|---|---|
| `whale_sol_recent` | โ
| Recent SOL whale transactions (native + SPL token transfers) |
| `whale_sol_address` | โ
| SOL address profile (rent-reclaim-aware balance) |
| `whale_sol_top_movers` | โ
| Top SOL movers over a time window |
| `whale_sol_flow_breakdown` | โ
| SOL flow classification (CEX / DEX / wallet-to-wallet) |
### USDT (4 tools โ Ethereum + Tron)
| Tool | Free? | Description |
|---|---|---|
| `whale_usdt_recent` | โ
| Recent USDT whale transfers across both chains |
| `whale_usdt_address` | โ
| Per-address USDT activity (chain-agnostic) |
| `whale_usdt_lookup` | โ
| USDT address profile + label resolution |
| `whale_usdt_treasury_events` | โ
| Tether-Treasury mint/burn events |
### Tokenized Gold (3 tools โ XAUT + PAXG)
| Tool | Free? | Description |
|---|---|---|
| `whale_gold_recent` | โ
| Recent gold-token whale transfers (combined XAUT + PAXG) |
| `whale_gold_top_holders` | โ
| Top tokenized-gold holders, optionally filtered by issuer |
| `whale_gold_supply` | โ
| Gold-supply mint/burn events (macro signal) |
### Glossary (2 tools โ NEW since 2026-05)
| Tool | Free? | Description |
|---|---|---|
| `whale_glossary_lookup` | โ
| Plain-English definition of an on-chain term (MVRV, SOPR, HODL waves, etc.) |
| `whale_glossary_search` | โ
| Search glossary by keyword (returns trilingual EN/DE/ES definitions) |
### Benchmarks + AI + Pro tools (6)
| Tool | Free? | Description |
|---|---|---|
| `whale_benchmark_compare` | โ
| Compare BTC strategies vs SPY / Gold (Alpha/Beta/Sharpe/MaxDD) |
| `whale_benchmark_prices` | โ
| Historical benchmark prices (BTC/SPY/Gold) |
| `whale_explain` | ๐ | AI-synthesized plain-English narrative of an address or transaction (LLM-backed) |
| `whale_address_history` | ๐ | Full address transaction history โ Pro tier |
| `whale_export_csv` | ๐ | CSV export with backfill โ Pro tier |
---
## Why this exists
Most on-chain data services either (a) charge enterprise prices for everything ($799+/mo Glassnode Professional) or (b) sell convenient summaries without showing how they were computed. We do neither.
**Three concrete differentiators**:
1. **Methodology-transparent**. Every metric the server returns is reproducible from documented heuristics. The published whitepaper (CC-BY-4.0, SHA256-pinned) covers cluster computation (Meiklejohn 2013 + ETH hybrid L1+L3), MVRV (UTXO-age ร historical price), and mining-pool attribution (coinbase-tag matching, 99.6% YTD coverage). Limitations โ CoinJoin, PayJoin, pre-2014 data โ are explicit, not hidden.
2. **First-party data only**. No vendor labels we couldn't ourselves verify. The label sources are public and citable (OFAC SDN, Etherscan public labels, MyEtherWallet darklist, Scamsniffer). A separate `entity_label_imports` audit table tracks every label-source run.
3. **Free tier means free**. Anonymous OAuth 2.1, 38 of 45 tools accessible without signup. The 7 paid tools are historical-export, full-address-history, and the AI-powered `whale_explain` synthesis โ the things that would cost us bandwidth or LLM-credits at scale.
---
## Verification
Three external audit reports, all green:
| Report | Phases | Result |
|---|---|---|
| Production audit | 30 tools tested anonymously (audit 2026-05-03) | 24 PASS / 1 latency-WARN / 5 INFO / **0 FAIL** ยท expanded to 45 tools since |
| Deep audit | A (doc-vs-reality) + B (chains) + C (inner-consistency) | 47 PASS / **0 FAIL** |
| External cross-check | D (vs mempool.space + Etherscan + CoinGecko + alternative.me) + E (internal source freshness) | 23 PASS / **0 FAIL** |
Reports available on request โ happy to share with reviewers, partners, or anyone evaluating the server's reliability.
---
## Pricing
| Tier | Price | Access |
|---|---|---|
| Free | 0 | Anonymous OAuth, 24 tools, 10 API calls/day |
| Trial 30d | 0 | Login required, full access for 30 days, no auto-renewal |
| Intelligence | 49 CHF/mo | Realtime dashboard, custom tickers, 100 lookups/day, 10K API/day, personal license |
| Pro | 149 CHF/mo | REST API 100k/mo, 60/min, 3 seats, business license, full address-history, MCP/Claude-native |
| Academic | 0 | Verified `.edu` / `.ac.*` / `.uni-*` domains, 12-month renewal, citation required |
| Enterprise | Custom | Unlimited seats, white-label possible โ [contact form](https://swisswhaleintelligence.com/) |
Excludes 8.1% Swiss VAT for CH residents.
---
## License
This repository (README and any docs/examples) is published under the [MIT License](LICENSE). Anyone is free to fork, adapt, or redistribute the documentation.
The MCP server source code is **not** in this repository โ it runs as a hosted service operated by [Catering & Event Services GmbH](https://swisswhaleintelligence.com/imprint/) from Switzerland. The methodology whitepaper at https://swisswhaleintelligence.com/whitepaper/v1.md is published under CC-BY-4.0 and is freely citable in academic work.
---
## Links
- **Live MCP server**: https://mcp.swisswhaleintelligence.com/mcp
- **Landing + onboarding**: https://swisswhaleintelligence.com/mcp/
- **OAuth discovery**: https://mcp.swisswhaleintelligence.com/.well-known/oauth-authorization-server
- **OpenAPI spec**: https://swisswhaleintelligence.com/openapi.json
- **Methodology whitepaper**: https://swisswhaleintelligence.com/whitepaper/v1.md
- **Public ledger** (transparency): https://swisswhaleintelligence.com/ledger/
- **Status page**: https://mcp.swisswhaleintelligence.com/.well-known/oauth-authorization-server
- **Imprint + privacy**: https://swisswhaleintelligence.com/imprint/
---
## About alpineflow-io
[alpineflow-io](https://github.com/alpineflow-io) is the engineering identity behind Swiss Whale Intelligence and related on-chain tooling. Built and operated independently from Switzerland.
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