The real catalog of tools for AI agents

Open weekly security base rates (CC BY 4.0), plus live DMARC, takeover and WHOIS checks.

186 real AI agent post-mortems, 107 of them measurement failures. Free tools, paid via x402.

Free bank-filing and counterparty research; cited evidence limits; public MCP needs no API key.

Biomedical failure intelligence platform for terminated trials and translational analysis.

Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.

A chaos-engineering and resilience-testing toolkit for Model Context Protocol servers.

Privacy clinic + pay-per-call data APIs for AI agents via x402. Never pays or touches keys.

AI agent infrastructure: dedup, cost prediction, validation, governance, failure intelligence.

Read-only MCP server for The Quiet Protocol's engines, benchmarks, proof, and business data.

Negative results intelligence for drug discovery — query measured failures via MCP.

Cross-sector triage and intake for economic signals, demand, bottlenecks and capabilities.

Read-only production error evidence for coding agents investigating failures.

Inspect webhook health, investigate delivery failures, configure sources, and replay events.

Read AFMR failure modes and discover scoped attestation and lift-evidence contracts.

AI-powered test automation: run tests, analyze failures, query results across mabl workspaces.

Bank financials, branch locations, deposit data, and failure history from FDIC

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

Search machine-readable quantitative strategy failure evidence before repeating failed research.

Generate AI images and videos from 89 models on one credit balance, refunds on failure.

Mechanic-grade used-car listing verdicts: risk score, failure points, repair costs, fair price.