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 7,105–7,128 of 8,812 known bots
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Bot identity #37,338
mozilla/5.0 (compatible; aifa-research/1.0; +contact@codeofdigitaleternity.com)
Latest observed user-agentmozilla/5.0 (compatible; aifa-research/1.0; +contact@codeofdigitaleternity.com)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Latest observed user-agent
mozilla/5.0 (macintosh; intel mac os x 10_15_7) applewebkit/537.36 (khtml, like gecko) chrome/140.0.0.0 safari/537.36applewebkit/537.36 (khtml, like gecko) chrome/113.0.0.0 safari/537.36- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #19,387
mozilla/5.0 researchscan.comsys.rwth-aachen.de
Latest observed user-agentmozilla/5.0 researchscan.comsys.rwth-aachen.de- Observed requests
- 1
- Sites
- 3
- Networks
- 1
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Bot identity #37,224
mozilla/5.0 (x11; linux x86_64) llms-txt-crawler/1.0
Latest observed user-agentmozilla/5.0 (x11; linux x86_64) llms-txt-crawler/1.0- Observed requests
- 0
- Sites
- 1
- Networks
- 0
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Bot identity #37,211
wpmuscout/1.0 (+wpmu dev plugin detector; research scanner; not a crawler)
Latest observed user-agentwpmuscout/1.0 (+wpmu dev plugin detector; research scanner; not a crawler)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #37,210
mozilla/5.0 (compatible; wpmudev-plugincheck/1.0; +https://example.com)
Latest observed user-agentmozilla/5.0 (compatible; wpmudev-plugincheck/1.0; +https://example.com)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Latest observed user-agent
akkoma 3.18.1-0-g792385f--stable-; https://kowelenz.social <admin@kowelenz.social>, akkoma 3.18.1-0-g792385f--stable-; https://kowelenz.social <admin@kowelenz.social>; bot- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Latest observed user-agent
akkoma 3.18.1-0-g792385f--stable-; https://axbom.me <per@axbom.se>, akkoma 3.18.1-0-g792385f--stable-; https://axbom.me <per@axbom.se>; bot- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Latest observed user-agent
akkoma 3.20.0; https://stroud.social <admin@stroud.social>, akkoma 3.20.0; https://stroud.social <admin@stroud.social>; bot- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #22,210
mastodon/4.7.0 (http.rb/5.3.1; +https://eimsbuettel.social/)
Latest observed user-agentmastodon/4.7.0 (http.rb/5.3.1; +https://eimsbuettel.social/)- Observed requests
- 2
- Sites
- 1
- Networks
- 1
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Bot identity #37,198
mastodon/4.3.4+glitch (http.rb/5.2.0; +https://mastodon.cipherbliss.com/) bot
Latest observed user-agentmastodon/4.3.4+glitch (http.rb/5.2.0; +https://mastodon.cipherbliss.com/) bot- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #37,195
mastodon/4.6.5 (http.rb/5.3.1; +https://rebel.ar/)
Latest observed user-agentmastodon/4.6.5 (http.rb/5.3.1; +https://rebel.ar/)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #34,988
mozilla/5.0 (compatible; prospectionbot/1.0; +contact via courriel)
Latest observed user-agentmozilla/5.0 (compatible; prospectionbot/1.0; +contact via courriel)- Observed requests
- 12
- Sites
- 11
- Networks
- 1
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Bot identity #32,938
wordpress/7.1; https://painel.full.services
Latest observed user-agentwordpress/7.1; https://painel.full.services- Observed requests
- 4
- Sites
- 1
- Networks
- 1
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Bot identity #35,940
mozilla/5.0 (compatible; credscanner-ai/1.0)
Latest observed user-agentmozilla/5.0 (compatible; credscanner-ai/1.0)- Observed requests
- 3
- Sites
- 6
- Networks
- 1
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Bot identity #37,125
openskyleadscraper/0.1.0 (+local-research-only)
Latest observed user-agentopenskyleadscraper/0.1.0 (+local-research-only)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #35,731
mozilla/5.0 (compatible; clinicleadbot/1.0; +b2b prospect research)
Latest observed user-agentmozilla/5.0 (compatible; clinicleadbot/1.0; +b2b prospect research)- Observed requests
- 2
- Sites
- 1
- Networks
- 1
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Bot identity #37,104
mozilla/5.0 (compatible; lumaradiobot/1.0; +https://luma.pidbiq.net)
Latest observed user-agentmozilla/5.0 (compatible; lumaradiobot/1.0; +https://luma.pidbiq.net)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #37,062
mozilla/5.0 (compatible; tldr source grader)
Latest observed user-agentmozilla/5.0 (compatible; tldr source grader)- Observed requests
- 0
- Sites
- 0
- Networks
- 0
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Latest observed user-agent
mozilla/5.0 (compatible; example3/1.0; +https://www.example3.com/domain/backstagestudio.ro)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #36,982
paypal ipn ( https://www.paypal.com/ipn )
Latest observed user-agentpaypal ipn ( https://www.paypal.com/ipn )- Observed requests
- 0
- Sites
- 1
- Networks
- 0
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Latest observed user-agent
mozilla/5.0 (linux; android 14; pixel 8) applewebkit/537.36 (khtml, like gecko) chrome/148.0.6859.170 mobile safari/537.36; compatible; meta-externalagent/1.1; +https://developers.facebook.com/docs/sharing/webmasters/crawler- Observed requests
- 9
- Sites
- 6
- Networks
- 9
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Latest observed user-agent
mozilla/5.0 applewebkit/537.36 (khtml, like gecko); compatible; bytespider; +https://zhanzhang.toutiao.com/- Observed requests
- 6
- Sites
- 4
- Networks
- 6
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Bot identity #36,924
mozilla/5.0 (compatible; lead-verify/1.0)
Latest observed user-agentmozilla/5.0 (compatible; lead-verify/1.0)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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.