SCIENTER

Rug checks for AI agents · Remote MCP server

Forensic evidence inside your AI. One URL.

Add Scienter to Claude Code, Claude Desktop or Cursor with a key (Claude.ai and ChatGPT once sign-in ships) and ask about any wallet or token: who deployed it, what their earlier launches did, whether an address is on the OFAC list. Answers come from the chain with their sources, and say so when a check did not run. 50 lookups free, no card.

Same prompt, different results

“Who launched 2byaApN7…pump, and is the creator someone I should worry about?”

A model with no tools

“I can’t look up live blockchain data, so I can’t tell you who created this token. You could check a block explorer or a token-scanner site, and be careful with new pump.fun launches…”

With Scienter

FLAGGED. Created by 8dEgpaZ6…ebezu2n. Every one of that wallet’s 1,136 settled launches has died. Launches like these were still listed a day later about 1 time in 125, against about 1 in 23 for launches this screen does not flag.

solana_token · real record read 2026-10-04 · method: docs.scienter.xyz/methodology/launch-outcomes

Connect in three steps

1. Get a free key

We email it to you. If the email cannot be sent, the key is shown once on screen instead. One key per address, 50 lookups.

2. Add the server

Claude Code:

claude mcp add --transport http scienter https://scienter.xyz/mcp \
  --header "Authorization: Bearer sc_YOUR_KEY"

Cursor (.cursor/mcp.json):

{
  "mcpServers": {
    "scienter": {
      "url": "https://scienter.xyz/mcp",
      "headers": { "Authorization": "Bearer sc_YOUR_KEY" }
    }
  }
}

Claude.ai, Claude Desktop and ChatGPT add remote servers through a sign-in flow. That sign-in is being built; until it ships, use Claude Code or Cursor with the key above.

3. Ask

“Screen 0x… against OFAC.” “Who launched this mint?” “Has this wallet touched a bridge?” Each answer ends with the lookups you have left.

The 8 tools

Every tool is read-only. Each call costs one lookup.

  • solana_tokenWho created a Solana token, and what that wallet’s earlier launches did.1 lookup
  • solana_deployerA deployer wallet’s record: launches settled, died, survived, and whether every one died.1 lookup
  • wallet_scoreChain facts, the published exchange label, the entity cluster and cited findings. Never a made-up score.1 lookup
  • ofac_checkA direct OFAC SDN match, and separately a bounded two-hop walk over real transfers.1 lookup
  • cex_attributionWhether the address is a labelled exchange wallet, and its deposits to exchanges.1 lookup
  • bridge_traceTransfers that touched a bridge contract, with destination chain, amount and hash.1 lookup
  • leaderboard_queryThe Wall of Rugs as data: flagged token contracts with their evidence.1 lookup
  • receipts_lookupPublished incident reconstructions that mention an address.1 lookup

Scienter for AI agents, $29/month: 300 lookups a day, 20 a minute, one key per agent setup. Subscribe on Whop. Analyst and Desk carry more volume and the web product: plans. Agents can read /mcp/llms.txt to set themselves up.

MCP server | Scienter