Data & analysis

Dune MCP

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Use Dune MCP through UXC for blockchain table discovery, SQL query creation/execution, execution result retrieval, and visualization with help-first schema i...

What it does

Use Dune MCP through UXC for blockchain table discovery, SQL query creation/execution, execution result retrieval, and visualization with help-first schema i...

The skill document

Dune MCP Skill

Use this skill to run Dune MCP operations through uxc.

Reuse the uxc skill for shared protocol discovery, output parsing, and generic auth/binding flows.

Prerequisites

  • uxc is installed and available in PATH.
  • Network access to https://api.dune.com/mcp/v1.
  • Dune API key is available for authenticated calls.

Core Workflow

  1. Confirm endpoint and protocol with help-first probing:
    • uxc https://api.dune.com/mcp/v1 -h
  2. Configure credential/binding for repeatable auth:
    • uxc auth credential set dune-mcp --auth-type api_key --header "x-dune-api-key={{secret}}" --secret-env DUNE_API_KEY
    • uxc auth credential set dune-mcp --auth-type api_key --header "x-dune-api-key={{secret}}" --secret-op op://Engineering/dune/api-key
    • uxc auth binding add --id dune-mcp --host api.dune.com --path-prefix /mcp/v1 --scheme https --credential dune-mcp --priority 100
  3. Use fixed link command by default:
    • command -v dune-mcp-cli
    • If missing, create it: uxc link dune-mcp-cli https://api.dune.com/mcp/v1
    • dune-mcp-cli -h
  4. Inspect operation schema before execution:
    • dune-mcp-cli searchTables -h
    • dune-mcp-cli searchTablesByContractAddress -h
    • dune-mcp-cli createDuneQuery -h
    • dune-mcp-cli executeQueryById -h
    • dune-mcp-cli getExecutionResults -h
  5. Prefer read/discovery operations first, then query creation or credit-consuming execution.

Capability Map

  • Discovery:
    • searchDocs
    • searchTables
    • listBlockchains
    • searchTablesByContractAddress
  • Query lifecycle:
    • createDuneQuery
    • getDuneQuery
    • updateDuneQuery
    • executeQueryById
    • getExecutionResults
  • Analysis helpers:
    • generateVisualization
    • getTableSize
    • getUsage
  1. Find the right table first:
    • dune-mcp-cli searchTables query='uniswap swaps'
    • dune-mcp-cli searchTablesByContractAddress contractAddress=0x...
  2. Prefer higher-level spell tables when they already expose the metrics you need.
  3. Keep SQL partition-aware:
    • use block_date, evt_block_date, or another partition/date column in WHERE
  4. Create a temporary query only after confirming table choice and date range.
  5. Execute and fetch results by execution ID.

Guardrails

  • Keep automation on JSON output envelope; do not rely on --text.
  • Parse stable fields first: ok, kind, protocol, data, error.
  • Use dune-mcp-cli as default command path.
  • dune-mcp-cli ... is equivalent to uxc https://api.dune.com/mcp/v1 ....
  • Discovery operations are read-only:
    • searchDocs
    • searchTables
    • listBlockchains
    • searchTablesByContractAddress
    • getDuneQuery
    • getExecutionResults
    • getTableSize
    • getUsage
  • Require explicit user confirmation before credit-consuming or state-changing operations:
    • createDuneQuery
    • updateDuneQuery
    • executeQueryById
    • generateVisualization
  • Be careful with privacy:
    • confirm before switching a query from private to public
    • temporary queries can still be visible; inspect is_private and is_temp
  • key=value input now supports automatic type conversion for numeric MCP arguments.
  • Numeric IDs can be passed directly with key=value, for example:
    • query_id=6794106
    • queryId=6794106
  • Positional JSON is still useful for nested objects or when mixing string and numeric fields precisely:
    • {"executionId":"01...","timeout":90,"limit":20}
  • For SQL passed via key=value, wrap the whole SQL string in double quotes so inner SQL single quotes survive shell parsing.
  • If listBlockchains returns a Dune-side schema/facet error, fall back to searchTables with blockchains filters.

Tested Real Scenario

The following flow was exercised successfully through uxc:

  • discover table: uniswap.uniswapx_trades
  • create temporary query for Base daily volume
  • execute query
  • fetch results

The successful SQL shape was:

SELECT block_date,
       ROUND(SUM(amount_usd), 2) AS daily_volume_usd,
       COUNT(*) AS trades
FROM uniswap.uniswapx_trades
WHERE blockchain = 'base'
  AND block_date >= date_add('day', -7, CURRENT_DATE)
GROUP BY 1
ORDER BY 1 DESC
LIMIT 7

References

  • Invocation patterns:
    • references/usage-patterns.md

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