Sniff
A Meme coin provenance agent built on a graph database that reveals the real parties associated with a token by analyzing graphs of wallet funding relationships and token creation relationships.
Timeline (last 90 days)
The QuantBase team built an agent called Sniff at the WeMakeDevs × FalkorDB Graph Hacks hackathon for memecoin tracing.
Sniff's data snapshot retains 632,339 tokens, 424,007 wallets and about 1.5 million relationships.
The FalkorDB bulk loader completed the Sniff data import in 30 seconds, and the graph uses only 521MB of memory.
In Sniff's graph, any two random tokens are connected within four hops, because exchange hot wallets connect large numbers of wallets as funders.
The team flags addresses that funded more than 200 other wallets as hubs, identifying 89 hubs in total.
Sniff sets a hard rule: no query may pass through a hub address.
After excluding hubs, FalkorDB's algo.WCC algorithm found 6,556 weakly connected components (rings) in the Sniff graph.
Of 3,900 multi-creator clusters, 3,824 fall entirely within a single WCC, showing that graph clustering and the old method cross-validate with high agreement.
Sniff's AI (Claude) only decides which of nine read-only tools to call (at most eight times) and never writes Cypher queries itself.
Sniff's citation checker deletes entire sentences that are not backed by a valid evidence ID.
4 more timeline events
All Facts (14)
Sniff never says "safe" or "scam", never gives buy or sell advice, and every answer ends with "history, not prediction".
50%UnverifiedSniff's data snapshot retains 632,339 tokens, 424,007 wallets and about 1.5 million relationships.
50%UnverifiedThe FalkorDB bulk loader completed the Sniff data import in 30 seconds, and the graph uses only 521MB of memory.
50%UnverifiedIn Sniff's graph, any two random tokens are connected within four hops, because exchange hot wallets connect large numbers of wallets as funders.
50%UnverifiedThe team flags addresses that funded more than 200 other wallets as hubs, identifying 89 hubs in total.
50%UnverifiedSniff sets a hard rule: no query may pass through a hub address.
50%UnverifiedAfter excluding hubs, FalkorDB's algo.WCC algorithm found 6,556 weakly connected components (rings) in the Sniff graph.
50%UnverifiedOf 3,900 multi-creator clusters, 3,824 fall entirely within a single WCC, showing that graph clustering and the old method cross-validate with high agreement.
50%UnverifiedSniff's AI (Claude) only decides which of nine read-only tools to call (at most eight times) and never writes Cypher queries itself.
50%UnverifiedSniff's citation checker deletes entire sentences that are not backed by a valid evidence ID.
50%UnverifiedTested on 23,408 graduated tokens, adding information that anyone could see in the first few minutes changed the predictive accuracy of Sniff's graph signal by within ±0.01, with no measurable gain.
50%UnverifiedOn its own, a token whose social account has already been used by other creators is 18 percentage points less likely to still be alive one hour after graduation.
50%UnverifiedSniff's nine tools are provided through an MCP endpoint, with the command `claude mcp add --transport http sniff https://sniff.quantbase.live/mcp`.
50%UnverifiedThe QuantBase team built an agent called Sniff at the WeMakeDevs × FalkorDB Graph Hacks hackathon for memecoin tracing.
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