Hiya Product Hunt, Kaveh right here, some of the founders at Whisper.
For the previous 3 years, we now have been construction a graph engine of the web’s infrastructure (46B knowledge issues, 39B edges, sub-millisecond queries on real-time BGP and DNS). It began as a analysis device for the threat-intel neighborhood, however probably the most attention-grabbing client became out to be AI brokers.
Lately we are delivery it as an MCP server. 2-min set up in Claude Desktop or Claude Code or Cursor. Unfastened tier (no bank card).
Why this issues in apply: when your agent has to research a site or an IP, it in most cases has to name more than one APIs (DNS, BGP, WHOIS, risk feeds) and explanation why throughout uncooked JSON. That burns context. With Whisper, the similar resolution comes again from one Cypher question. We are seeing significant agent-context financial savings on multi-hop investigations, we will submit a complete benchmark this week.
3 issues you’ll check out on your first 5 mins:
1. Set up: https://www.whisper.safety/medical doctors/mcp/setup
2. Ask your agent: “Who hosts this area, who else is at the identical prefix, and what modified within the final 24h?” – one round-trip.
3. Run whisper.give an explanation for() on any ranking, complete chain of proof, no longer a black-box.
I am right here all day to respond to questions. Particularly curious what investigations you would throw at it, and what you need us so as to add subsequent.
Thank you for having a look.



