dune-analytics

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Query Dune Analytics API for blockchain data, pyUSD flows, stablecoin metrics, and on-chain analytics. Use when analyzing DeFi protocols, token flows, or building dashboards.

⭐1stars🔀2forks📁View on GitHub🕐Updated Jan 9, 2026

When & Why to Use This Skill

This Claude skill provides a powerful interface to the Dune Analytics API, enabling real-time access to comprehensive blockchain data and on-chain metrics. It allows users to execute SQL-based queries to track DeFi protocol performance, monitor stablecoin ecosystems like pyUSD, and analyze token flows across multiple chains. By bridging Claude with Dune's vast data warehouse, it simplifies the process of generating deep crypto insights and building data-driven dashboards for market research.

Use Cases

  • DeFi Protocol Analysis: Query and analyze Total Value Locked (TVL), user activity, and transaction trends across various decentralized finance platforms.
  • Stablecoin Monitoring: Track pyUSD flows, including daily transfers, holder distribution, and DEX volume to understand market liquidity and adoption.
  • On-chain Market Research: Investigate token movements and bridge flows to identify emerging market trends and institutional capital shifts.
  • Automated Dashboarding: Integrate live blockchain data into custom reporting tools or developer dashboards for real-time monitoring of crypto assets.
namedune-analytics
descriptionQuery Dune Analytics API for blockchain data, pyUSD flows, stablecoin metrics, and on-chain analytics. Use when analyzing DeFi protocols, token flows, or building dashboards.
version1.0.0

Dune Analytics

Query blockchain data via Dune Analytics API.

API Endpoints

# Execute query
curl -X POST "https://api.dune.com/api/v1/query/{query_id}/execute" \
  -H "X-DUNE-API-KEY: $DUNE_API_KEY"

# Get results
curl "https://api.dune.com/api/v1/execution/{execution_id}/results" \
  -H "X-DUNE-API-KEY: $DUNE_API_KEY"

# Get query by ID
curl "https://api.dune.com/api/v1/query/{query_id}" \
  -H "X-DUNE-API-KEY: $DUNE_API_KEY"

pyUSD Queries

Configure query IDs via environment variables:

Env Variable Description
DUNE_PYUSD_DAILY_TRANSFERS pyUSD daily transfers query ID
DUNE_PYUSD_HOLDERS pyUSD holder distribution query ID
DUNE_PYUSD_DEX_VOLUME pyUSD DEX volume by protocol query ID
DUNE_PYUSD_BRIDGE_FLOWS pyUSD bridge flows query ID

Python Client

from dune_client.client import DuneClient
from dune_client.query import QueryBase

dune = DuneClient(api_key=os.environ["DUNE_API_KEY"])

# Execute and fetch (use your actual query ID)
query_id = int(os.environ.get("DUNE_PYUSD_DAILY_TRANSFERS", 0))
query = QueryBase(query_id=query_id)
results = dune.run_query(query)

Integration with pyUSD Discovery

Connect to local discovery engine:

from pyusd_discovery_engine import PyusdDiscoveryEngine, DiscoveryMode

engine = PyusdDiscoveryEngine()
opportunities = engine.discover_opportunities(mode=DiscoveryMode.BY_ACCIDENT)

GF(3) Integration

Trit: +1 (PLUS - expanding/creating)
Home: Prof
Poly Op: ⊗
Color: #00FF00

Pairs with:

  • depth-search (ERGODIC 0) - synthesis
  • bioservices (MINUS -1) - contraction