AbuseIPDB API reference. IP reputation and abuse report lookups.
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Use when you need to check an IP, domain, file hash, or URL against AlienVault OTX community pulses. Returns pulse count, key pulses, tags, related indicators, and passive DNS. Commonly invoked by investigation skills to pull community context. Retrieval only — does not interpret.
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实测评分 未实测
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Queries AlienVault OTX for community pulse context on IPs, domains, file hashes, and URLs. Retrieval only — do not interpret results.
Two CLIs are provided. Pick by capability needed:
node tools/clis/otx.js <type> <value>
# where <type> is one of: ip, domain, hash, url
Hits the /general endpoint only. Returns pulses, related indicators, passive DNS, whois. Best for fast retrieval inside an investigation chain.
python3 tools/clis/otx.py indicator <type> <value> [--section SECTION]
python3 tools/clis/otx.py pulse search <query> [--limit N]
python3 tools/clis/otx.py pulse get <pulse_id>
python3 tools/clis/otx.py pulse subscribed [--limit N]
Self-bootstraps a private venv at tools/clis/.venv-otx/ on first run (requires Python 3 + a working python3 -m venv). No global pip install.
Capabilities the Node CLI doesn't have:
/general. Pass --section to limit.pulse search "lazarus") — discover pulses by topic.Examples:
# Basic — same shape as Node CLI but with all sections populated
python3 tools/clis/otx.py indicator domain example.com
# Just one section
python3 tools/clis/otx.py indicator ip 203.0.113.42 --section malware
# Hash type auto-detected from length (MD5/SHA1/SHA256)
python3 tools/clis/otx.py indicator hash 44d88612fea8a8f36de82e1278abb02f
# Discover pulses by keyword
python3 tools/clis/otx.py pulse search "ransomware exchange"
# Pull a specific pulse
python3 tools/clis/otx.py pulse get 5f8f3e6e2a1b3c4d5e6f7a8b
Both CLIs accept --dry-run to preview the request without calling the API. Both exit code 2 if $OTX_API_KEY is unset (when not in dry-run). Report missing key; do not fabricate.
source: otx
indicator: <value>
type: ip | domain | hash | url
query_time: <ISO8601>
pulse_count: <number>
key_pulses:
- name: <pulse name>
tags: [<tags>]
created: <date>
tlp: <TLP>
author: <author>
related_indicators: [<list>]
passive_dns: [<resolutions>] # only for IP/domain
Free tier: 10,000 req/hour — effectively unconstrained for interactive use.
Default rating for downstream /score-source: C3 (fairly reliable, possibly true). Community-submitted pulses vary wildly in quality. Upgrade to B2 if pulse author is a known trustworthy org (Mandiant, Unit42, Talos, etc.).
/lookup-virustotal — reputation aggregator for the same indicator/lookup-urlscan — live scan of URLs/domains/score-source — apply Admiralty rating/ip-investigation, /domain-investigation, /hash-investigation, /url-investigationtools/integrations/otx.mdtools/clis/otx.jstools/clis/otx.py还没有评价。欢迎分享你的使用感受。
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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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