Live observational intelligence
Known bot directory
Explore bot identities observed across real-world web traffic. Each record shows a real, recently observed user-agent string together with sightings from sites, request activity, variants, and source networks.
Threat intel index
All known bots
Bot identities are ordered by their most recent observation.
Showing 289–312 of 2,224 known bots
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Bot identity #19,730
mozilla/5.0 (compatible; ch-domain-research/1.0)
Latest observed user-agentmozilla/5.0 (compatible; ch-domain-research/1.0)- Observed requests
- 6
- Sites
- 5
- Networks
- 1
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Bot identity #7,467
hanaleibot runid=beta-stage-integration-test
Latest observed user-agenthanaleibot runid=beta-stage-integration-test- Observed requests
- 9
- Sites
- 3
- Networks
- 3
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Latest observed user-agent
mozilla/5.0 applewebkit/537.36 (khtml, like gecko; compatible; abevalbot/0.1) version/11.1.2 safari/605.1.15- Observed requests
- 61
- Sites
- 7
- Networks
- 15
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Bot identity #19,154
mastodon/4.6.1 (http.rb/5.3.1; +https://masto.ai/)
Latest observed user-agentmastodon/4.6.1 (http.rb/5.3.1; +https://masto.ai/)- Observed requests
- 4
- Sites
- 1
- Networks
- 2
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Bot identity #22,989
mastodon/4.6.0 (http.rb/5.3.1; +https://mastodon.social/)
Latest observed user-agentmastodon/4.6.0 (http.rb/5.3.1; +https://mastodon.social/)- Observed requests
- 10
- Sites
- 1
- Networks
- 7
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Bot identity #1,855
mastodon/4.6.0 (http.rb/5.3.1; +https://musician.social/)
Latest observed user-agentmastodon/4.6.0 (http.rb/5.3.1; +https://musician.social/)- Observed requests
- 2
- Sites
- 1
- Networks
- 1
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Bot identity #14,388
misskey/2025.5.2-dev-2+gcd1bcd4 (https://plasmatrap.com/)
Latest observed user-agentmisskey/2025.5.2-dev-2+gcd1bcd4 (https://plasmatrap.com/)- Observed requests
- 2
- Sites
- 1
- Networks
- 1
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Bot identity #22,986
mastodon/4.5.11+hometown-1.2.1 (http.rb/5.3.1; +https://digipres.club/)
Latest observed user-agentmastodon/4.5.11+hometown-1.2.1 (http.rb/5.3.1; +https://digipres.club/)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #221
navcrawl/0.4 (+https://example.com/bot)
Latest observed user-agentnavcrawl/0.4 (+https://example.com/bot)- Observed requests
- 3
- Sites
- 2
- Networks
- 2
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Latest observed user-agent
meta-externalads/1.1 (+https://developers.facebook.com/docs/sharing/webmasters/crawler)- Observed requests
- 296
- Sites
- 10
- Networks
- 11
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Bot identity #19,364
gaobot/dev (+https://github.com/tamnd/gao/blob/main/lien-he.md)
Latest observed user-agentgaobot/dev (+https://github.com/tamnd/gao/blob/main/lien-he.md)- Observed requests
- 4
- Sites
- 2
- Networks
- 1
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Bot identity #22,267
referentiel-industriel/1.0 (+annuaire de capacites industrielles europeennes)
Latest observed user-agentreferentiel-industriel/1.0 (+annuaire de capacites industrielles europeennes)- Observed requests
- 2
- Sites
- 2
- Networks
- 2
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Bot identity #183
apache-httpclient/5.3.1 (java/25.0.3)
Latest observed user-agentapache-httpclient/5.3.1 (java/25.0.3)- Observed requests
- 63
- Sites
- 20
- Networks
- 39
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Bot identity #21,994
find_site_icon (+https://github.com/xukullc/find_site_icon)
Latest observed user-agentfind_site_icon (+https://github.com/xukullc/find_site_icon)- Observed requests
- 3
- Sites
- 2
- Networks
- 2
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Bot identity #5,668
gregarius/0.5.2 ( http://devlog.gregarius.net/docs/ua)
Latest observed user-agentgregarius/0.5.2 ( http://devlog.gregarius.net/docs/ua)- Observed requests
- 49
- Sites
- 4
- Networks
- 27
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Bot identity #22,964
localdomaincrawler/5.0
Latest observed user-agentlocaldomaincrawler/5.0- Observed requests
- 0
- Sites
- 1
- Networks
- 0
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Bot identity #15,611
quotegraph/0.1 (research; https://github.com/au-clan/quotegraph)
Latest observed user-agentquotegraph/0.1 (research; https://github.com/au-clan/quotegraph)- Observed requests
- 5
- Sites
- 1
- Networks
- 1
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Bot identity #7,082
www.bluereport.net
Latest observed user-agentwww.bluereport.net- Observed requests
- 4
- Sites
- 2
- Networks
- 1
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Bot identity #22,953
mozilla/5.0 (compatible; golgulbot/1.0; +https://golgul.com)
Latest observed user-agentmozilla/5.0 (compatible; golgulbot/1.0; +https://golgul.com)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #198
dnscrawler/1.0 (+https://crawler.example/about)
Latest observed user-agentdnscrawler/1.0 (+https://crawler.example/about)- Observed requests
- 293
- Sites
- 26
- Networks
- 17
-
Latest observed user-agent
mozilla/5.0 (x11; linux x86_64; rv:147.0) gecko/20100101 firefox/147.0 (compatible; meta-externalagent/1.1 (+https://developers.facebook.com/docs/sharing/webmasters/crawler))- Observed requests
- 232
- Sites
- 13
- Networks
- 16
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Bot identity #246
jetpack/12.1; wordpress/6.1; http://site36522132.com
Latest observed user-agentjetpack/12.1; wordpress/6.1; http://site36522132.com- Observed requests
- 451
- Sites
- 17
- Networks
- 340
-
Latest observed user-agent
prefetchtester/2.0; src="/feed/"; u="a3ee60f61087c1912db11b3b33b79ae8"; k=page; t=html- Observed requests
- 1
- Sites
- 1
- Networks
- 1
-
Latest observed user-agent
mozilla/5.0 (linux; android 10; pixel 5a build/qp1a.190711.020) applewebkit/563.21 (khtml, like gecko) firefox/102.0.2421.23 mobile safari/563.2- Observed requests
- 126
- Sites
- 4
- Networks
- 89
About the directory
Built from normalized observations
Slothstorm groups minor versions and raw user-agent variations under a stable bot identity while displaying a real, recently observed user-agent for each record. Counts reflect telemetry processed by the platform and may grow as new traffic and network resolutions arrive.