
A lightweight MCP for debugging and managing incoming webhooks in your AI workflows. Exposes three core operations: validate_webhook_signature to verify payloads against HMAC or other signing schemes, log_webhook_event to persist incoming data for inspection, and replay_events to reprocess historical webhook deliveries. Built by MEOK AI Labs and distributed via PyPI as webhook_ai_mcp. Runs over stdio transport. Useful when you're building agents that consume third-party webhooks from Stripe, GitHub, or similar services and need to verify authenticity, troubleshoot missing events, or replay past deliveries without manually retriggering them at the source.