CF
ChainFundamentals
Getting Started  ·  chainfundamentals.io
User Guide

Researching DeFi with
Claude & ChainFundamentals

Connect Claude to live on-chain data and ask questions in plain language — no coding required. This guide walks you through setup and shows you what you can ask.

What this gives you
Live on-chain data
Claude connects directly to ChainFundamentals datasets — answers are grounded in real, up-to-date blockchain data, not the model's training knowledge.
Ask in plain language
No SQL or coding needed. Just ask Claude questions about Sky, Ethena, Morpho, Maple Finance, and the yield coin landscape — it queries the data automatically.
Transparent & verifiable
All datasets are built from open-source Dune queries. The underlying on-chain data can be independently verified by anyone.
Open-source Dune queries
How to connect — 3 steps
01
Open Claude Settings and navigate to Connectors
In Claude.ai, go to Settings → Connectors. This is where you add MCP servers that Claude can draw on during your conversations.
02
Add the ChainFundamentals MCP server
Select Add MCP Server and paste in the endpoint URL below. Give it a name you'll recognise — e.g. ChainFundamentals.
https://mcp.chainfundamentals.io/mcp
03
Start a new chat and begin asking questions
Once connected, open a new conversation in Claude. It will automatically have access to all 18 ChainFundamentals datasets. See the example questions below to get started.
Example questions to ask Claude
Yield & competitive landscape Yield Coin Market
"How have sUSDS and sUSDe yields compared over the last 90 days, and how do they stack up against SOFR?"
Stablecoin demand trends Sky Ecosystem
"What has happened to total USDS demand over the past six months? Has growth come from retail or whale wallets?"
Protocol financial health Sky Ecosystem
"Show me Sky's gross cash inflows and outflows over the last quarter. Is the capital buffer growing or shrinking?"
Token holder behaviour Sky Ecosystem
"How has the distribution of SKY token holders changed over the past year? Are whale wallets increasing or decreasing as a share?"
Lockstake & farming activity Sky Ecosystem
"How many wallets are currently depositing into Lockstake, and has participation been growing in recent months?"
Maple Finance yield token holders Maple Finance
"How has the number of syrupUSDC holders trended over the past year? Is the holder base growing?"
Cross-protocol deposit comparison Morpho · Maple · Ethena
"Compare total USD deposits across sUSDS, sUSDe, and syrupUSDC over the past year. Which has seen the strongest growth?"
Available datasets
Sky Ecosystem 13 datasets
Total stablecoin demand by product
Daily demand across USDS, DAI, sUSDS and stUSDS — the top-level view of Sky's stablecoin ecosystem.
USDS / DAI / sUSDS / stUSDS wallet groups
Holder segmentation by wallet size — Retail, Whale, Other — for each major Sky stablecoin and yield token.
SKY token holder groups
Ownership distribution of the SKY governance token over time.
SPK farming depositors
Number of wallets earning SPK rewards — tracks participation in Sky's farming programme.
Lockstake SKY depositors & restaking
Depositor counts and restaking behaviour within Sky's Lockstake engine.
Gross cash inflows & outflows
Capital flows into and out of Sky's Capital Buffer — a key indicator of protocol financial health.
Sky-curated vault deposits (Morpho)
Stablecoin deposits into Sky-curated vaults on Morpho.
Sky Frontier stablecoin holdings
Stablecoin holdings and Lockstake borrowing by the Sky Frontier Foundation.
Yield Coin Market 2 datasets
USD deposits by yield token
Total deposits across major yield-bearing stablecoins — competitive TVL landscape.
Yield rates across protocols
Daily APY for sUSDS, sUSDe, syrupUSDC, aUSDC and others, benchmarked against SOFR.
Morpho 1 dataset
V2 stablecoin vault deposits
Stablecoin deposits across Morpho V2 vaults.
Maple Finance 1 dataset
syrupUSDC yield token holders
Holder trends for Maple's syrupUSDC yield-bearing token.
Ethena 1 dataset
sUSDe yield token holders
Holder trends for Ethena's sUSDe yield-bearing token.