abuseipdb-api
FreeAbuseIPDB API reference. IP reputation and abuse report lookups.
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Shodan API reference. Host reconnaissance, port scanning, and vulnerability data.
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See how to installReview the instructions the agent will receive before you install.
https://api.shodan.io
Query parameter: ?key=$SHODAN_API_KEY
curl -s "https://api.shodan.io/shodan/host/{ip}?key=$SHODAN_API_KEY"
Useful fields:
ip_str — IP addressports — open portsdata[] — service banners per port (product, version, transport)os — detected OShostnames — reverse DNSvulns — CVE list (paid feature)org — organisationisp — ISPcountry_code — countrylast_update — last scan datecurl -s "https://api.shodan.io/dns/resolve?hostnames={domain}&key=$SHODAN_API_KEY"
curl -s "https://api.shodan.io/dns/reverse?ips={ip}&key=$SHODAN_API_KEY"
curl -s "https://api.shodan.io/shodan/host/search?query={query}&key=$SHODAN_API_KEY"
Search filters: port:, org:, country:, product:, version:, ssl.cert.subject.cn:, http.title:, vuln:
curl -s "https://api.shodan.io/api-info?key=$SHODAN_API_KEY"
ssl.cert.subject.cn:example.com — find hosts with specific SSL certificateorg:"Target Org" — find hosts belonging to an orgproduct:"Apache" port:443 country:RU — specific service in a countryvuln:CVE-2024-12345 — hosts vulnerable to specific CVE (paid)ip: <IP>
hostnames: [<list>]
org: <organisation>
isp: <ISP>
country: <country>
os: <operating system>
open_ports: [<port list>]
services:
- port: 80
product: nginx
version: 1.18.0
vulnerabilities: [<CVE list>] # paid only
last_update: <date>
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AbuseIPDB API reference. IP reputation and abuse report lookups.
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Analysis of Competing Hypotheses — structured technique for evaluating multiple explanations against evidence. Use when facing ambiguous attribution or multiple plausible scenarios. Prefers graded evidence items from /quality-of-information-check and runs that skill first when handed raw URLs or text. Runs on ungraded evidence when asked, labelled as such, unweighted, and capped at Moderate confidence.
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Use when documenting a named campaign across time and victims, the user asks to start or update a campaign record, or another skill identified a multi-incident cluster that warrants formal tracking. Provides the template (timeline, attribution, victimology, attack chain, Diamond Model mapping, IOC clusters) and the lifecycle from active to historical.
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Use when the user asks about carding, BIN attacks, payment-card breach markets, fullz/CVV2 trade, autoshops (BidenCash, Brian's Club, Russianmarket, B1ack's Stash), or financial-fraud TTPs. Self-updating knowledge cell.
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Censys API v2 reference. Host reconnaissance and certificate data.
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Use when the user asks about Chinese state-sponsored cyber operations or specific PRC-aligned actors (APT41, Volt Typhoon, Mustang Panda, APT10, APT31, Salt Typhoon, etc.), MSS/PLA-attributed campaigns, or PRC sector targeting. Self-updating knowledge cell.
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