The real catalog of tools for AI agents

Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.

An MCP server for Apache Airflow

Airflow MCP — list DAGs/runs/task instances, tail logs, trigger and clear (write-gated)

List, schedule, and retrieve evidence for ControlDrill incident-response tabletop exercises.

Reads your incident-response runbook and says which of the three Article 23 clocks it gets wrong

Cybersecurity training, simulation, and incident response MCP server

Website uptime monitoring: live status, uptime reports, incidents, response times, failed checks

Query and manage Apache Pinot through MCP with typed tools and preview-first safety.

Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.

Assign an incident owner

AI Incident Database (AIID) MCP

DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.

Premium agentic endpoint for ai-safety-incident-logger-mcp.

AI threat hunting & incident response for Elasticsearch/OpenSearch with endpoint & network forensics

Check WooCommerce checkout-change risk using public evidence and privacy-safe store signals.

Connect your AI assistant to governed tender and RFP dossiers: sources, versions, decisions.

MCP server for Alert Logic MDR — incident response, log search, SOAR, and SOC workflows

Cloudflare Workers MCP server: api-response-cost-analyzer

Draft a chargeback dispute-response evidence checklist and letter preview from order details.

Public-record corpus of AI litigation, regulation, and enforcement, anchored to EveryAILaw.