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 793–816 of 8,751 known bots
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Bot identity #80,063
mastodon/4.7.2 (http.rb/5.3.1; +https://skaverat.net/)
Latest observed user-agentmastodon/4.7.2 (http.rb/5.3.1; +https://skaverat.net/)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #52,264
mastodon/4.7.1 (http.rb/5.3.1; +https://olsberg.social/)
Latest observed user-agentmastodon/4.7.1 (http.rb/5.3.1; +https://olsberg.social/)- Observed requests
- 3
- Sites
- 1
- Networks
- 1
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Bot identity #15,393
mastodon/4.7.1+glitch (http.rb/5.3.1; +https://hive.institute/)
Latest observed user-agentmastodon/4.7.1+glitch (http.rb/5.3.1; +https://hive.institute/)- Observed requests
- 9
- Sites
- 2
- Networks
- 1
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Bot identity #80,059
mastodon/4.7.3 (http.rb/5.3.1; +https://gay.amsterdam/)
Latest observed user-agentmastodon/4.7.3 (http.rb/5.3.1; +https://gay.amsterdam/)- Observed requests
- 2
- Sites
- 1
- Networks
- 1
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Bot identity #52,284
mastodon/4.5.11 (http.rb/5.3.1; +https://mastodon.vervainglobal.com/)
Latest observed user-agentmastodon/4.5.11 (http.rb/5.3.1; +https://mastodon.vervainglobal.com/)- Observed requests
- 2
- Sites
- 1
- Networks
- 1
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Bot identity #41,158
mastodon/4.5.10+glitch (http.rb/5.3.1; +https://glauca.space/)
Latest observed user-agentmastodon/4.5.10+glitch (http.rb/5.3.1; +https://glauca.space/)- Observed requests
- 8
- Sites
- 2
- Networks
- 2
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Bot identity #80,056
mastodon/4.7.2 (http.rb/5.3.1; +https://social.boro.social/)
Latest observed user-agentmastodon/4.7.2 (http.rb/5.3.1; +https://social.boro.social/)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #52,255
mastodon/4.7.1 (http.rb/5.3.1; +https://fed.fsub.de/)
Latest observed user-agentmastodon/4.7.1 (http.rb/5.3.1; +https://fed.fsub.de/)- Observed requests
- 2
- Sites
- 1
- Networks
- 1
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Latest observed user-agent
akkoma 3.19.0-0-gb4edcc0--develop-; https://social.denkstrom.org <wielandmain@gmail.com>, akkoma 3.19.0-0-gb4edcc0--develop-; https://social.denkstrom.org <wielandmain@gmail.com>; bot- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #70,499
mozilla/5.0 (compatible; cnpjcontactfinder/0.1; public contact pages only)
Latest observed user-agentmozilla/5.0 (compatible; cnpjcontactfinder/0.1; public contact pages only)- Observed requests
- 6
- Sites
- 4
- Networks
- 5
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Bot identity #79,639
brillixbot/1.0 (+https://brillix.ai/bot; bot@brillix.ai)
Latest observed user-agentbrillixbot/1.0 (+https://brillix.ai/bot; bot@brillix.ai)- Observed requests
- 3
- Sites
- 3
- Networks
- 3
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Bot identity #80,046
mozilla/5.0 (compatible; nowheretolay-podcast-research/1.0)
Latest observed user-agentmozilla/5.0 (compatible; nowheretolay-podcast-research/1.0)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #20,144
mozilla/5.0 (compatible; h2-websiteresearch/1.0)
Latest observed user-agentmozilla/5.0 (compatible; h2-websiteresearch/1.0)- Observed requests
- 3
- Sites
- 3
- Networks
- 3
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Bot identity #80,040
polarresearchv9/0.1
Latest observed user-agentpolarresearchv9/0.1- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #80,038
mozilla/5.0 (compatible; bloom-crawler/1.0)
Latest observed user-agentmozilla/5.0 (compatible; bloom-crawler/1.0)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Latest observed user-agent
ogmafind/1.0 (+business register matching; craig.ritchie@heimdall-partners.com; respects robots.txt)- Observed requests
- 7
- Sites
- 4
- Networks
- 1
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Bot identity #80,030
cara-k3s-openwebui
Latest observed user-agentcara-k3s-openwebui- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #80,029
mozilla/5.0 (compatible; auvrastarshotbot/1.0; +https://auvralabs.com)
Latest observed user-agentmozilla/5.0 (compatible; auvrastarshotbot/1.0; +https://auvralabs.com)- Observed requests
- 1
- Sites
- 1
- Networks
- 1
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Bot identity #4,769
panscient.com
Latest observed user-agentpanscient.com- Observed requests
- 104
- Sites
- 21
- Networks
- 33
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Bot identity #76,554
mysearchbot/0.1 (hobby search engine; obeys robots.txt)
Latest observed user-agentmysearchbot/0.1 (hobby search engine; obeys robots.txt)- Observed requests
- 7
- Sites
- 5
- Networks
- 5
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Bot identity #80,015
vr-research-pipeline/1.0 (link-check)
Latest observed user-agentvr-research-pipeline/1.0 (link-check)- Observed requests
- 0
- Sites
- 0
- Networks
- 0
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Bot identity #1,241
telegrambot (like twitterbot)
Latest observed user-agenttelegrambot (like twitterbot)- Observed requests
- 2
- Sites
- 52
- Networks
- 2
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Bot identity #80,013
mozilla/5.0 (compatible; trainingdataresearch/1.0)
Latest observed user-agentmozilla/5.0 (compatible; trainingdataresearch/1.0)- Observed requests
- 0
- Sites
- 1
- Networks
- 0
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Bot identity #74,885
mozilla/5.0 (compatible; query-research/1.0)
Latest observed user-agentmozilla/5.0 (compatible; query-research/1.0)- Observed requests
- 2
- Sites
- 2
- 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.