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 1,705–1,728 of 8,832 known bots
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Bot identity #77,367
powersurgecontactresearch/1.0 (public business contact verification)
Latest observed user-agentpowersurgecontactresearch/1.0 (public business contact verification)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Latest observed user-agent
langdivresearchcrawler/0.2 (+mailto:michael.dinzinger@uni-passau.de; language-diversity research crawl, university of passau)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Latest observed user-agent
mozilla/5.0 (windows nt 10.0; win64; x64; rv:152.0) gecko/20100101 firefox/152.0 tigerbot/11.63 (tiger.ch)- Observed requests
- 19
- Sites
- 6
- Networks
- 2
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Bot identity #77,343
tradepilotimporterlibrary/1.0 (+raymond@iwiorg.com)
Latest observed user-agenttradepilotimporterlibrary/1.0 (+raymond@iwiorg.com)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #74,589
profitpagesleadfinder/0.1 (public business contact research)
Latest observed user-agentprofitpagesleadfinder/0.1 (public business contact research)- Observed requests
- 2
- Sites
- 2
- Networks
- 1
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Bot identity #77,322
prebid-publisher-classifier/0.1 (+poc)
Latest observed user-agentprebid-publisher-classifier/0.1 (+poc)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #54,300
aparser-proxy-gateway/0.1
Latest observed user-agentaparser-proxy-gateway/0.1- Observed requests
- 11
- Sites
- 1
- Networks
- 7
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Bot identity #77,320
mastodon/4.6.7 (http.rb/5.3.1; +https://links.potsda.mn/)
Latest observed user-agentmastodon/4.6.7 (http.rb/5.3.1; +https://links.potsda.mn/)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #77,319
mastodon/4.6.4 (http.rb/5.3.1; +https://colearn.social/)
Latest observed user-agentmastodon/4.6.4 (http.rb/5.3.1; +https://colearn.social/)- Observed requests
- 2
- Sites
- 1
- Networks
- 2
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Bot identity #51,487
mastodon/4.7.1 (http.rb/5.3.1; +https://mastodon.micha.priv.at/)
Latest observed user-agentmastodon/4.7.1 (http.rb/5.3.1; +https://mastodon.micha.priv.at/)- Observed requests
- 3
- Sites
- 2
- Networks
- 1
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Bot identity #1,977
mastodon/4.7.2 (http.rb/5.3.1; +https://norcal.social/)
Latest observed user-agentmastodon/4.7.2 (http.rb/5.3.1; +https://norcal.social/)- Observed requests
- 8
- Sites
- 2
- Networks
- 2
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Bot identity #14,096
mastodon/4.5.10 (http.rb/5.3.1; +https://musicians.today/)
Latest observed user-agentmastodon/4.5.10 (http.rb/5.3.1; +https://musicians.today/)- Observed requests
- 7
- Sites
- 2
- Networks
- 2
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Bot identity #45,509
mastodon/4.6.7 (http.rb/5.3.1; +https://fediscience.org/)
Latest observed user-agentmastodon/4.6.7 (http.rb/5.3.1; +https://fediscience.org/)- Observed requests
- 6
- Sites
- 2
- Networks
- 1
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Latest observed user-agent
mastodon/4.4.0-alpha.5+glitch+urusai+sakura (http.rb/5.2.0; +https://sakurajima.moe/)- Observed requests
- 6
- Sites
- 2
- Networks
- 2
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Bot identity #77,309
mastodon/4.7.1 (http.rb/5.3.1; +https://troet.social/)
Latest observed user-agentmastodon/4.7.1 (http.rb/5.3.1; +https://troet.social/)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #77,308
mastodon/4.7.1 (http.rb/5.3.1; +https://social.lex-blog.eu/)
Latest observed user-agentmastodon/4.7.1 (http.rb/5.3.1; +https://social.lex-blog.eu/)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #49,087
mastodon/4.7.1 (http.rb/5.3.1; +https://punkstodon.de/)
Latest observed user-agentmastodon/4.7.1 (http.rb/5.3.1; +https://punkstodon.de/)- Observed requests
- 5
- Sites
- 2
- Networks
- 2
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Bot identity #31,829
mastodon/4.7.1 (http.rb/5.3.1; +https://muenster.im/)
Latest observed user-agentmastodon/4.7.1 (http.rb/5.3.1; +https://muenster.im/)- Observed requests
- 6
- Sites
- 2
- Networks
- 1
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Bot identity #42,392
mastodon/4.7.1 (http.rb/5.3.1; +https://mastodon.gamedev.place/)
Latest observed user-agentmastodon/4.7.1 (http.rb/5.3.1; +https://mastodon.gamedev.place/)- Observed requests
- 8
- Sites
- 2
- Networks
- 1
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Bot identity #74,227
mastodon/4.7.1 (http.rb/5.3.1; +https://stuttgart.social/)
Latest observed user-agentmastodon/4.7.1 (http.rb/5.3.1; +https://stuttgart.social/)- Observed requests
- 6
- Sites
- 1
- Networks
- 3
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Bot identity #51,497
mastodon/4.3.22 (http.rb/5.2.0; +https://geraffel.social/)
Latest observed user-agentmastodon/4.3.22 (http.rb/5.2.0; +https://geraffel.social/)- Observed requests
- 4
- Sites
- 1
- Networks
- 1
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Bot identity #77,301
mastodon/4.7.1 (http.rb/5.3.1; +https://mainz.social/)
Latest observed user-agentmastodon/4.7.1 (http.rb/5.3.1; +https://mainz.social/)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #67,873
mastodon/4.6.6+glitch (http.rb/5.3.1; +https://babka.social/)
Latest observed user-agentmastodon/4.6.6+glitch (http.rb/5.3.1; +https://babka.social/)- Observed requests
- 3
- Sites
- 1
- Networks
- 1
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Bot identity #77,299
mastodon/4.7.1 (http.rb/5.3.1; +https://microblog.at/)
Latest observed user-agentmastodon/4.7.1 (http.rb/5.3.1; +https://microblog.at/)- Observed requests
- 2
- Sites
- 1
- Networks
- 2
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.