Built for the Solana Frontier Hackathon ยท May 2026

Talk to the warehouse.
Get a live dashboard back.

Cartographer is an LLM-driveable analytics layer for Solana memecoins and DEXes, sitting on top of a 2-year-old commercial ClickHouse indexer. Direct DB access for power users, one-prompt auto-refreshing dashboards for everyone else, and an MCP server for any LLM agent.

13.1M
tokens indexed
Billions
swaps stored
up to 1s
p50 query latency
2 yrs
paying customers

Three surfaces over one warehouse

Same ClickHouse data layer. Different consumers โ€” a human, an agent, a phone.

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Web dashboard

Monospace screener of live tokens, plus a chat that writes its own SQL and turns each question into an auto-refreshing widget.

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MCP server

Six tools exposed to any LLM client โ€” claude.ai, ChatGPT, Cursor, Claude Desktop โ€” in one URL. The only memecoin-data MCP that exists.

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Telegram bot

Free-form question goes in. Agent calls four tools in sequence โ€” query, compute, render, send โ€” and a chart comes back.