com.textforagents/futility-breaker-evidence-bound-stopping

up checked 2026-11-13T02:38:18.981Z

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Publisher-provided title

Futility Breaker

Publisher-provided description

Evidence-bound stopping for agents: judgment ledger, binding futility verdicts, signed receipts.

Summary by lookupd

Records agent usefulness judgments, returns stop or continue verdicts for runs and sources, and issues signed receipts and waste reports.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http futility-breaker-evidence-bound-stopping https://textforagents.com/products/futility-breaker-evidence-bound-stopping/mcp

Codex, remote (streamable-http)

codex mcp add futility-breaker-evidence-bound-stopping --url https://textforagents.com/products/futility-breaker-evidence-bound-stopping/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "futility-breaker-evidence-bound-stopping": {
      "url": "https://textforagents.com/products/futility-breaker-evidence-bound-stopping/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (6 tools)

Publisher-provided text

• futility_register_run Register a run with its alternatives and operator-registered source identities (strings or {id, aliases}) before judging.
• futility_judge Record one usefulness judgment (useful / useless / partial) for a run/source/domain and return the binding verdict (CONTINUE / STOP-SOURCE / INTEGRATE-NOW / ABS
• futility_verdict Read the current verdict for a run/source/domain without recording a judgment.
• futility_waste_report Waste report for a run: tokens spent after the verdict point, per source and per domain aggregate.
• futility_receipt Mint the HMAC-signed abstention receipt when the run/source/domain verdict is ABSTAIN.
• futility_verify_receipt Verify a receipt payload {receipt, signature}; total rejection with a reason on malformed/forged input.

Details

• Version: 1.0.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 394 ms
• First indexed: 2026-11-01T08:59:11.609Z
• Last seen in registry: 2026-11-01T08:59:11.609Z

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• Last crawl: 2026-11-13T03:40:20.189Z
• API base: https://api.lookupd.com
• MCP URL: https://api.lookupd.com/mcp